驾校教务处登录自动填写验证码
// ==UserScript==
// @name CUIT验证码自动填写
// @namespace wed0n.cuit.captcha
// @homepage https://github.com/wed0n/cuit_captcha
// @version 0.2.0
// @description 驾校教务处登录自动填写验证码
// @author Wed0n
// @license MIT
// @match *.cuit.edu.cn*/authserver/*
// @match https://webvpn.cuit.edu.cn/*
// @icon https://blog.wed0n.top/img/avatar.webp
// @grant none
// @sandbox JavaScript
// @run-at document-idle
// ==/UserScript==
// 如果你不想忍受 Cloudflare 在璃月的访问速度较慢，而且你有自己的服务器，你可以修改这个资源路径。
const resourcePath = "https://static.wed0n.top/cuit/captcha/";
// 启用 indexDB 缓存 WASM 运行库与模型文件，能大大提高脚本运行速度，但会增加磁盘空间消耗。
const useIndexDB = true;
console.log("cuit_captcha");
(function () {
'use strict';
var _documentCurrentScript = typeof document !== 'undefined' ? document.currentScript : null;
// DEFLATE is a complex format; to read this code, you should probably check the RFC first:
// https://tools.ietf.org/html/rfc1951
// You may also wish to take a look at the guide I made about this program:
// https://gist.github.com/101arrowz/253f31eb5abc3d9275ab943003ffecad
// Some of the following code is similar to that of UZIP.js:
// https://github.com/photopea/UZIP.js
// However, the vast majority of the codebase has diverged from UZIP.js to increase performance and reduce bundle size.
// Sometimes 0 will appear where -1 would be more appropriate. This is because using a uint
// is better for memory in most engines (I *think*).
// aliases for shorter compressed code (most minifers don't do this)
var u8 = Uint8Array, u16 = Uint16Array, i32 = Int32Array;
// fixed length extra bits
var fleb = new u8([0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 2, 2, 2, 2, 3, 3, 3, 3, 4, 4, 4, 4, 5, 5, 5, 5, 0, /* unused */ 0, 0, /* impossible */ 0]);
// fixed distance extra bits
var fdeb = new u8([0, 0, 0, 0, 1, 1, 2, 2, 3, 3, 4, 4, 5, 5, 6, 6, 7, 7, 8, 8, 9, 9, 10, 10, 11, 11, 12, 12, 13, 13, /* unused */ 0, 0]);
// code length index map
var clim = new u8([16, 17, 18, 0, 8, 7, 9, 6, 10, 5, 11, 4, 12, 3, 13, 2, 14, 1, 15]);
// get base, reverse index map from extra bits
var freb = function (eb, start) {
var b = new u16(31);
for (var i = 0; i < 31; ++i) {
b[i] = start += 1 << eb[i - 1];
}
// numbers here are at max 18 bits
var r = new i32(b[30]);
for (var i = 1; i < 30; ++i) {
for (var j = b[i]; j < b[i + 1]; ++j) {
r[j] = ((j - b[i]) << 5) | i;
}
}
return { b: b, r: r };
};
var _a = freb(fleb, 2), fl = _a.b, revfl = _a.r;
// we can ignore the fact that the other numbers are wrong; they never happen anyway
fl[28] = 258, revfl[258] = 28;
var _b$1 = freb(fdeb, 0), fd$1 = _b$1.b, revfd = _b$1.r;
// map of value to reverse (assuming 16 bits)
var rev = new u16(32768);
for (var i = 0; i < 32768; ++i) {
// reverse table algorithm from SO
var x = ((i & 0xAAAA) >> 1) | ((i & 0x5555) << 1);
x = ((x & 0xCCCC) >> 2) | ((x & 0x3333) << 2);
x = ((x & 0xF0F0) >> 4) | ((x & 0x0F0F) << 4);
rev[i] = (((x & 0xFF00) >> 8) | ((x & 0x00FF) << 8)) >> 1;
}
// create huffman tree from u8 "map": index -> code length for code index
// mb (max bits) must be at most 15
// TODO: optimize/split up?
var hMap = (function (cd, mb, r) {
var s = cd.length;
// index
var i = 0;
// u16 "map": index -> # of codes with bit length = index
var l = new u16(mb);
// length of cd must be 288 (total # of codes)
for (; i < s; ++i) {
if (cd[i])
++l[cd[i] - 1];
}
// u16 "map": index -> minimum code for bit length = index
var le = new u16(mb);
for (i = 1; i < mb; ++i) {
le[i] = (le[i - 1] + l[i - 1]) << 1;
}
var co;
if (r) {
// u16 "map": index -> number of actual bits, symbol for code
co = new u16(1 << mb);
// bits to remove for reverser
var rvb = 15 - mb;
for (i = 0; i < s; ++i) {
// ignore 0 lengths
if (cd[i]) {
// num encoding both symbol and bits read
var sv = (i << 4) | cd[i];
// free bits
var r_1 = mb - cd[i];
// start value
var v = le[cd[i] - 1]++ << r_1;
// m is end value
for (var m = v | ((1 << r_1) - 1); v <= m; ++v) {
// every 16 bit value starting with the code yields the same result
co[rev[v] >> rvb] = sv;
}
}
}
}
else {
co = new u16(s);
for (i = 0; i < s; ++i) {
if (cd[i]) {
co[i] = rev[le[cd[i] - 1]++] >> (15 - cd[i]);
}
}
}
return co;
});
// fixed length tree
var flt = new u8(288);
for (var i = 0; i < 144; ++i)
flt[i] = 8;
for (var i = 144; i < 256; ++i)
flt[i] = 9;
for (var i = 256; i < 280; ++i)
flt[i] = 7;
for (var i = 280; i < 288; ++i)
flt[i] = 8;
// fixed distance tree
var fdt = new u8(32);
for (var i = 0; i < 32; ++i)
fdt[i] = 5;
// fixed length map
var flm = /*#__PURE__*/ hMap(flt, 9, 0), flrm = /*#__PURE__*/ hMap(flt, 9, 1);
// fixed distance map
var fdm = /*#__PURE__*/ hMap(fdt, 5, 0), fdrm = /*#__PURE__*/ hMap(fdt, 5, 1);
// find max of array
var max = function (a) {
var m = a[0];
for (var i = 1; i < a.length; ++i) {
if (a[i] > m)
m = a[i];
}
return m;
};
// read d, starting at bit p and mask with m
var bits = function (d, p, m) {
var o = (p / 8) | 0;
return ((d[o] | (d[o + 1] << 8)) >> (p & 7)) & m;
};
// read d, starting at bit p continuing for at least 16 bits
var bits16 = function (d, p) {
var o = (p / 8) | 0;
return ((d[o] | (d[o + 1] << 8) | (d[o + 2] << 16)) >> (p & 7));
};
// get end of byte
var shft = function (p) { return ((p + 7) / 8) | 0; };
// typed array slice - allows garbage collector to free original reference,
// while being more compatible than .slice
var slc = function (v, s, e) {
if (e == null || e > v.length)
e = v.length;
// can't use .constructor in case user-supplied
return new u8(v.subarray(s, e));
};
// error codes
var ec$1 = [
'unexpected EOF',
'invalid block type',
'invalid length/literal',
'invalid distance',
'stream finished',
'no stream handler',
,
'no callback',
'invalid UTF-8 data',
'extra field too long',
'date not in range 1980-2099',
'filename too long',
'stream finishing',
'invalid zip data'
// determined by unknown compression method
];
var err = function (ind, msg, nt) {
var e = new Error(msg || ec$1[ind]);
e.code = ind;
if (Error.captureStackTrace)
Error.captureStackTrace(e, err);
if (!nt)
throw e;
return e;
};
// expands raw DEFLATE data
var inflt = function (dat, st, buf, dict) {
// source length dict length
var sl = dat.length, dl = 0;
if (!sl || st.f && !st.l)
return buf || new u8(0);
var noBuf = !buf;
// have to estimate size
var resize = noBuf || st.i != 2;
// no state
var noSt = st.i;
// Assumes roughly 33% compression ratio average
if (noBuf)
buf = new u8(sl * 3);
// ensure buffer can fit at least l elements
var cbuf = function (l) {
var bl = buf.length;
// need to increase size to fit
if (l > bl) {
// Double or set to necessary, whichever is greater
var nbuf = new u8(Math.max(bl * 2, l));
nbuf.set(buf);
buf = nbuf;
}
};
// last chunk bitpos bytes
var final = st.f || 0, pos = st.p || 0, bt = st.b || 0, lm = st.l, dm = st.d, lbt = st.m, dbt = st.n;
// total bits
var tbts = sl * 8;
do {
if (!lm) {
// BFINAL - this is only 1 when last chunk is next
final = bits(dat, pos, 1);
// type: 0 = no compression, 1 = fixed huffman, 2 = dynamic huffman
var type = bits(dat, pos + 1, 3);
pos += 3;
if (!type) {
// go to end of byte boundary
var s = shft(pos) + 4, l = dat[s - 4] | (dat[s - 3] << 8), t = s + l;
if (t > sl) {
if (noSt)
err(0);
break;
}
// ensure size
if (resize)
cbuf(bt + l);
// Copy over uncompressed data
buf.set(dat.subarray(s, t), bt);
// Get new bitpos, update byte count
st.b = bt += l, st.p = pos = t * 8, st.f = final;
continue;
}
else if (type == 1)
lm = flrm, dm = fdrm, lbt = 9, dbt = 5;
else if (type == 2) {
// literal lengths
var hLit = bits(dat, pos, 31) + 257, hcLen = bits(dat, pos + 10, 15) + 4;
var tl = hLit + bits(dat, pos + 5, 31) + 1;
pos += 14;
// length+distance tree
var ldt = new u8(tl);
// code length tree
var clt = new u8(19);
for (var i = 0; i < hcLen; ++i) {
// use index map to get real code
clt[clim[i]] = bits(dat, pos + i * 3, 7);
}
pos += hcLen * 3;
// code lengths bits
var clb = max(clt), clbmsk = (1 << clb) - 1;
// code lengths map
var clm = hMap(clt, clb, 1);
for (var i = 0; i < tl;) {
var r = clm[bits(dat, pos, clbmsk)];
// bits read
pos += r & 15;
// symbol
var s = r >> 4;
// code length to copy
if (s < 16) {
ldt[i++] = s;
}
else {
// copy count
var c = 0, n = 0;
if (s == 16)
n = 3 + bits(dat, pos, 3), pos += 2, c = ldt[i - 1];
else if (s == 17)
n = 3 + bits(dat, pos, 7), pos += 3;
else if (s == 18)
n = 11 + bits(dat, pos, 127), pos += 7;
while (n--)
ldt[i++] = c;
}
}
// length tree distance tree
var lt = ldt.subarray(0, hLit), dt = ldt.subarray(hLit);
// max length bits
lbt = max(lt);
// max dist bits
dbt = max(dt);
lm = hMap(lt, lbt, 1);
dm = hMap(dt, dbt, 1);
}
else
err(1);
if (pos > tbts) {
if (noSt)
err(0);
break;
}
}
// Make sure the buffer can hold this + the largest possible addition
// Maximum chunk size (practically, theoretically infinite) is 2^17
if (resize)
cbuf(bt + 131072);
var lms = (1 << lbt) - 1, dms = (1 << dbt) - 1;
var lpos = pos;
for (;; lpos = pos) {
// bits read, code
var c = lm[bits16(dat, pos) & lms], sym = c >> 4;
pos += c & 15;
if (pos > tbts) {
if (noSt)
err(0);
break;
}
if (!c)
err(2);
if (sym < 256)
buf[bt++] = sym;
else if (sym == 256) {
lpos = pos, lm = null;
break;
}
else {
var add = sym - 254;
// no extra bits needed if less
if (sym > 264) {
// index
var i = sym - 257, b = fleb[i];
add = bits(dat, pos, (1 << b) - 1) + fl[i];
pos += b;
}
// dist
var d = dm[bits16(dat, pos) & dms], dsym = d >> 4;
if (!d)
err(3);
pos += d & 15;
var dt = fd$1[dsym];
if (dsym > 3) {
var b = fdeb[dsym];
dt += bits16(dat, pos) & (1 << b) - 1, pos += b;
}
if (pos > tbts) {
if (noSt)
err(0);
break;
}
if (resize)
cbuf(bt + 131072);
var end = bt + add;
if (bt < dt) {
var shift = dl - dt, dend = Math.min(dt, end);
if (shift + bt < 0)
err(3);
for (; bt < dend; ++bt)
buf[bt] = dict[shift + bt];
}
for (; bt < end; ++bt)
buf[bt] = buf[bt - dt];
}
}
st.l = lm, st.p = lpos, st.b = bt, st.f = final;
if (lm)
final = 1, st.m = lbt, st.d = dm, st.n = dbt;
} while (!final);
// don't reallocate for streams or user buffers
return bt != buf.length && noBuf ? slc(buf, 0, bt) : buf.subarray(0, bt);
};
// starting at p, write the minimum number of bits that can hold v to d
var wbits = function (d, p, v) {
v <<= p & 7;
var o = (p / 8) | 0;
d[o] |= v;
d[o + 1] |= v >> 8;
};
// starting at p, write the minimum number of bits (>8) that can hold v to d
var wbits16 = function (d, p, v) {
v <<= p & 7;
var o = (p / 8) | 0;
d[o] |= v;
d[o + 1] |= v >> 8;
d[o + 2] |= v >> 16;
};
// creates code lengths from a frequency table
var hTree = function (d, mb) {
// Need extra info to make a tree
var t = [];
for (var i = 0; i < d.length; ++i) {
if (d[i])
t.push({ s: i, f: d[i] });
}
var s = t.length;
var t2 = t.slice();
if (!s)
return { t: et, l: 0 };
if (s == 1) {
var v = new u8(t[0].s + 1);
v[t[0].s] = 1;
return { t: v, l: 1 };
}
t.sort(function (a, b) { return a.f - b.f; });
// after i2 reaches last ind, will be stopped
// freq must be greater than largest possible number of symbols
t.push({ s: -1, f: 25001 });
var l = t[0], r = t[1], i0 = 0, i1 = 1, i2 = 2;
t[0] = { s: -1, f: l.f + r.f, l: l, r: r };
// efficient algorithm from UZIP.js
// i0 is lookbehind, i2 is lookahead - after processing two low-freq
// symbols that combined have high freq, will start processing i2 (high-freq,
// non-composite) symbols instead
// see https://reddit.com/r/photopea/comments/ikekht/uzipjs_questions/
while (i1 != s - 1) {
l = t[t[i0].f < t[i2].f ? i0++ : i2++];
r = t[i0 != i1 && t[i0].f < t[i2].f ? i0++ : i2++];
t[i1++] = { s: -1, f: l.f + r.f, l: l, r: r };
}
var maxSym = t2[0].s;
for (var i = 1; i < s; ++i) {
if (t2[i].s > maxSym)
maxSym = t2[i].s;
}
// code lengths
var tr = new u16(maxSym + 1);
// max bits in tree
var mbt = ln$1(t[i1 - 1], tr, 0);
if (mbt > mb) {
// more algorithms from UZIP.js
// TODO: find out how this code works (debt)
// ind debt
var i = 0, dt = 0;
// left cost
var lft = mbt - mb, cst = 1 << lft;
t2.sort(function (a, b) { return tr[b.s] - tr[a.s] || a.f - b.f; });
for (; i < s; ++i) {
var i2_1 = t2[i].s;
if (tr[i2_1] > mb) {
dt += cst - (1 << (mbt - tr[i2_1]));
tr[i2_1] = mb;
}
else
break;
}
dt >>= lft;
while (dt > 0) {
var i2_2 = t2[i].s;
if (tr[i2_2] < mb)
dt -= 1 << (mb - tr[i2_2]++ - 1);
else
++i;
}
for (; i >= 0 && dt; --i) {
var i2_3 = t2[i].s;
if (tr[i2_3] == mb) {
--tr[i2_3];
++dt;
}
}
mbt = mb;
}
return { t: new u8(tr), l: mbt };
};
// get the max length and assign length codes
var ln$1 = function (n, l, d) {
return n.s == -1
? Math.max(ln$1(n.l, l, d + 1), ln$1(n.r, l, d + 1))
: (l[n.s] = d);
};
// length codes generation
var lc$1 = function (c) {
var s = c.length;
// Note that the semicolon was intentional
while (s && !c[--s])
;
var cl = new u16(++s);
// ind num streak
var cli = 0, cln = c[0], cls = 1;
var w = function (v) { cl[cli++] = v; };
for (var i = 1; i <= s; ++i) {
if (c[i] == cln && i != s)
++cls;
else {
if (!cln && cls > 2) {
for (; cls > 138; cls -= 138)
w(32754);
if (cls > 2) {
w(cls > 10 ? ((cls - 11) << 5) | 28690 : ((cls - 3) << 5) | 12305);
cls = 0;
}
}
else if (cls > 3) {
w(cln), --cls;
for (; cls > 6; cls -= 6)
w(8304);
if (cls > 2)
w(((cls - 3) << 5) | 8208), cls = 0;
}
while (cls--)
w(cln);
cls = 1;
cln = c[i];
}
}
return { c: cl.subarray(0, cli), n: s };
};
// calculate the length of output from tree, code lengths
var clen = function (cf, cl) {
var l = 0;
for (var i = 0; i < cl.length; ++i)
l += cf[i] * cl[i];
return l;
};
// writes a fixed block
// returns the new bit pos
var wfblk = function (out, pos, dat) {
// no need to write 00 as type: TypedArray defaults to 0
var s = dat.length;
var o = shft(pos + 2);
out[o] = s & 255;
out[o + 1] = s >> 8;
out[o + 2] = out[o] ^ 255;
out[o + 3] = out[o + 1] ^ 255;
for (var i = 0; i < s; ++i)
out[o + i + 4] = dat[i];
return (o + 4 + s) * 8;
};
// writes a block
var wblk = function (dat, out, final, syms, lf, df, eb, li, bs, bl, p) {
wbits(out, p++, final);
++lf[256];
var _a = hTree(lf, 15), dlt = _a.t, mlb = _a.l;
var _b = hTree(df, 15), ddt = _b.t, mdb = _b.l;
var _c = lc$1(dlt), lclt = _c.c, nlc = _c.n;
var _d = lc$1(ddt), lcdt = _d.c, ndc = _d.n;
var lcfreq = new u16(19);
for (var i = 0; i < lclt.length; ++i)
++lcfreq[lclt[i] & 31];
for (var i = 0; i < lcdt.length; ++i)
++lcfreq[lcdt[i] & 31];
var _e = hTree(lcfreq, 7), lct = _e.t, mlcb = _e.l;
var nlcc = 19;
for (; nlcc > 4 && !lct[clim[nlcc - 1]]; --nlcc)
;
var flen = (bl + 5) << 3;
var ftlen = clen(lf, flt) + clen(df, fdt) + eb;
var dtlen = clen(lf, dlt) + clen(df, ddt) + eb + 14 + 3 * nlcc + clen(lcfreq, lct) + 2 * lcfreq[16] + 3 * lcfreq[17] + 7 * lcfreq[18];
if (bs >= 0 && flen <= ftlen && flen <= dtlen)
return wfblk(out, p, dat.subarray(bs, bs + bl));
var lm, ll, dm, dl;
wbits(out, p, 1 + (dtlen < ftlen)), p += 2;
if (dtlen < ftlen) {
lm = hMap(dlt, mlb, 0), ll = dlt, dm = hMap(ddt, mdb, 0), dl = ddt;
var llm = hMap(lct, mlcb, 0);
wbits(out, p, nlc - 257);
wbits(out, p + 5, ndc - 1);
wbits(out, p + 10, nlcc - 4);
p += 14;
for (var i = 0; i < nlcc; ++i)
wbits(out, p + 3 * i, lct[clim[i]]);
p += 3 * nlcc;
var lcts = [lclt, lcdt];
for (var it = 0; it < 2; ++it) {
var clct = lcts[it];
for (var i = 0; i < clct.length; ++i) {
var len = clct[i] & 31;
wbits(out, p, llm[len]), p += lct[len];
if (len > 15)
wbits(out, p, (clct[i] >> 5) & 127), p += clct[i] >> 12;
}
}
}
else {
lm = flm, ll = flt, dm = fdm, dl = fdt;
}
for (var i = 0; i < li; ++i) {
var sym = syms[i];
if (sym > 255) {
var len = (sym >> 18) & 31;
wbits16(out, p, lm[len + 257]), p += ll[len + 257];
if (len > 7)
wbits(out, p, (sym >> 23) & 31), p += fleb[len];
var dst = sym & 31;
wbits16(out, p, dm[dst]), p += dl[dst];
if (dst > 3)
wbits16(out, p, (sym >> 5) & 8191), p += fdeb[dst];
}
else {
wbits16(out, p, lm[sym]), p += ll[sym];
}
}
wbits16(out, p, lm[256]);
return p + ll[256];
};
// deflate options (nice << 13) | chain
var deo = /*#__PURE__*/ new i32([65540, 131080, 131088, 131104, 262176, 1048704, 1048832, 2114560, 2117632]);
// empty
var et = /*#__PURE__*/ new u8(0);
// compresses data into a raw DEFLATE buffer
var dflt = function (dat, lvl, plvl, pre, post, st) {
var s = st.z || dat.length;
var o = new u8(pre + s + 5 * (1 + Math.ceil(s / 7000)) + post);
// writing to this writes to the output buffer
var w = o.subarray(pre, o.length - post);
var lst = st.l;
var pos = (st.r || 0) & 7;
if (lvl) {
if (pos)
w[0] = st.r >> 3;
var opt = deo[lvl - 1];
var n = opt >> 13, c = opt & 8191;
var msk_1 = (1 << plvl) - 1;
// prev 2-byte val map curr 2-byte val map
var prev = st.p || new u16(32768), head = st.h || new u16(msk_1 + 1);
var bs1_1 = Math.ceil(plvl / 3), bs2_1 = 2 * bs1_1;
var hsh = function (i) { return (dat[i] ^ (dat[i + 1] << bs1_1) ^ (dat[i + 2] << bs2_1)) & msk_1; };
// 24576 is an arbitrary number of maximum symbols per block
// 424 buffer for last block
var syms = new i32(25000);
// length/literal freq distance freq
var lf = new u16(288), df = new u16(32);
// l/lcnt exbits index l/lind waitdx blkpos
var lc_1 = 0, eb = 0, i = st.i || 0, li = 0, wi = st.w || 0, bs = 0;
for (; i + 2 < s; ++i) {
// hash value
var hv = hsh(i);
// index mod 32768 previous index mod
var imod = i & 32767, pimod = head[hv];
prev[imod] = pimod;
head[hv] = imod;
// We always should modify head and prev, but only add symbols if
// this data is not yet processed ("wait" for wait index)
if (wi <= i) {
// bytes remaining
var rem = s - i;
if ((lc_1 > 7000 || li > 24576) && (rem > 423 || !lst)) {
pos = wblk(dat, w, 0, syms, lf, df, eb, li, bs, i - bs, pos);
li = lc_1 = eb = 0, bs = i;
for (var j = 0; j < 286; ++j)
lf[j] = 0;
for (var j = 0; j < 30; ++j)
df[j] = 0;
}
// len dist chain
var l = 2, d = 0, ch_1 = c, dif = imod - pimod & 32767;
if (rem > 2 && hv == hsh(i - dif)) {
var maxn = Math.min(n, rem) - 1;
var maxd = Math.min(32767, i);
// max possible length
// not capped at dif because decompressors implement "rolling" index population
var ml = Math.min(258, rem);
while (dif <= maxd && --ch_1 && imod != pimod) {
if (dat[i + l] == dat[i + l - dif]) {
var nl = 0;
for (; nl < ml && dat[i + nl] == dat[i + nl - dif]; ++nl)
;
if (nl > l) {
l = nl, d = dif;
// break out early when we reach "nice" (we are satisfied enough)
if (nl > maxn)
break;
// now, find the rarest 2-byte sequence within this
// length of literals and search for that instead.
// Much faster than just using the start
var mmd = Math.min(dif, nl - 2);
var md = 0;
for (var j = 0; j < mmd; ++j) {
var ti = i - dif + j & 32767;
var pti = prev[ti];
var cd = ti - pti & 32767;
if (cd > md)
md = cd, pimod = ti;
}
}
}
// check the previous match
imod = pimod, pimod = prev[imod];
dif += imod - pimod & 32767;
}
}
// d will be nonzero only when a match was found
if (d) {
// store both dist and len data in one int32
// Make sure this is recognized as a len/dist with 28th bit (2^28)
syms[li++] = 268435456 | (revfl[l] << 18) | revfd[d];
var lin = revfl[l] & 31, din = revfd[d] & 31;
eb += fleb[lin] + fdeb[din];
++lf[257 + lin];
++df[din];
wi = i + l;
++lc_1;
}
else {
syms[li++] = dat[i];
++lf[dat[i]];
}
}
}
for (i = Math.max(i, wi); i < s; ++i) {
syms[li++] = dat[i];
++lf[dat[i]];
}
pos = wblk(dat, w, lst, syms, lf, df, eb, li, bs, i - bs, pos);
if (!lst) {
st.r = (pos & 7) | w[(pos / 8) | 0] << 3;
// shft(pos) now 1 less if pos & 7 != 0
pos -= 7;
st.h = head, st.p = prev, st.i = i, st.w = wi;
}
}
else {
for (var i = st.w || 0; i < s + lst; i += 65535) {
// end
var e = i + 65535;
if (e >= s) {
// write final block
w[(pos / 8) | 0] = lst;
e = s;
}
pos = wfblk(w, pos + 1, dat.subarray(i, e));
}
st.i = s;
}
return slc(o, 0, pre + shft(pos) + post);
};
// CRC32 table
var crct = /*#__PURE__*/ (function () {
var t = new Int32Array(256);
for (var i = 0; i < 256; ++i) {
var c = i, k = 9;
while (--k)
c = ((c & 1) && -306674912) ^ (c >>> 1);
t[i] = c;
}
return t;
})();
// CRC32
var crc = function () {
var c = -1;
return {
p: function (d) {
// closures have awful performance
var cr = c;
for (var i = 0; i < d.length; ++i)
cr = crct[(cr & 255) ^ d[i]] ^ (cr >>> 8);
c = cr;
},
d: function () { return ~c; }
};
};
// deflate with opts
var dopt = function (dat, opt, pre, post, st) {
if (!st) {
st = { l: 1 };
if (opt.dictionary) {
var dict = opt.dictionary.subarray(-32768);
var newDat = new u8(dict.length + dat.length);
newDat.set(dict);
newDat.set(dat, dict.length);
dat = newDat;
st.w = dict.length;
}
}
return dflt(dat, opt.level == null ? 6 : opt.level, opt.mem == null ? (st.l ? Math.ceil(Math.max(8, Math.min(13, Math.log(dat.length))) * 1.5) : 20) : (12 + opt.mem), pre, post, st);
};
// write bytes
var wbytes = function (d, b, v) {
for (; v; ++b)
d[b] = v, v >>>= 8;
};
// gzip header
var gzh = function (c, o) {
var fn = o.filename;
c[0] = 31, c[1] = 139, c[2] = 8, c[8] = o.level < 2 ? 4 : o.level == 9 ? 2 : 0, c[9] = 3; // assume Unix
if (o.mtime != 0)
wbytes(c, 4, Math.floor(new Date(o.mtime || Date.now()) / 1000));
if (fn) {
c[3] = 8;
for (var i = 0; i <= fn.length; ++i)
c[i + 10] = fn.charCodeAt(i);
}
};
// gzip footer: -8 to -4 = CRC, -4 to -0 is length
// gzip start
var gzs = function (d) {
if (d[0] != 31 || d[1] != 139 || d[2] != 8)
err(6, 'invalid gzip data');
var flg = d[3];
var st = 10;
if (flg & 4)
st += (d[10] | d[11] << 8) + 2;
for (var zs = (flg >> 3 & 1) + (flg >> 4 & 1); zs > 0; zs -= !d[st++])
;
return st + (flg & 2);
};
// gzip length
var gzl = function (d) {
var l = d.length;
return (d[l - 4] | d[l - 3] << 8 | d[l - 2] << 16 | d[l - 1] << 24) >>> 0;
};
// gzip header length
var gzhl = function (o) { return 10 + (o.filename ? o.filename.length + 1 : 0); };
/**
* Compresses data with GZIP
* @param data The data to compress
* @param opts The compression options
* @returns The gzipped version of the data
*/
function gzipSync(data, opts) {
if (!opts)
opts = {};
var c = crc(), l = data.length;
c.p(data);
var d = dopt(data, opts, gzhl(opts), 8), s = d.length;
return gzh(d, opts), wbytes(d, s - 8, c.d()), wbytes(d, s - 4, l), d;
}
/**
* Expands GZIP data
* @param data The data to decompress
* @param opts The decompression options
* @returns The decompressed version of the data
*/
function gunzipSync(data, opts) {
var st = gzs(data);
if (st + 8 > data.length)
err(6, 'invalid gzip data');
return inflt(data.subarray(st, -8), { i: 2 }, new u8(gzl(data)), opts);
}
// text decoder
var td$1 = typeof TextDecoder != 'undefined' && /*#__PURE__*/ new TextDecoder();
// text decoder stream
var tds = 0;
try {
td$1.decode(et, { stream: true });
tds = 1;
}
catch (e) { }
const instanceOfAny = (object, constructors) => constructors.some((c) => object instanceof c);
let idbProxyableTypes;
let cursorAdvanceMethods;
// This is a function to prevent it throwing up in node environments.
function getIdbProxyableTypes() {
return (idbProxyableTypes ||
(idbProxyableTypes = [
IDBDatabase,
IDBObjectStore,
IDBIndex,
IDBCursor,
IDBTransaction,
]));
}
// This is a function to prevent it throwing up in node environments.
function getCursorAdvanceMethods() {
return (cursorAdvanceMethods ||
(cursorAdvanceMethods = [
IDBCursor.prototype.advance,
IDBCursor.prototype.continue,
IDBCursor.prototype.continuePrimaryKey,
]));
}
const transactionDoneMap = new WeakMap();
const transformCache = new WeakMap();
const reverseTransformCache = new WeakMap();
function promisifyRequest(request) {
const promise = new Promise((resolve, reject) => {
const unlisten = () => {
request.removeEventListener('success', success);
request.removeEventListener('error', error);
};
const success = () => {
resolve(wrap(request.result));
unlisten();
};
const error = () => {
reject(request.error);
unlisten();
};
request.addEventListener('success', success);
request.addEventListener('error', error);
});
// This mapping exists in reverseTransformCache but doesn't exist in transformCache. This
// is because we create many promises from a single IDBRequest.
reverseTransformCache.set(promise, request);
return promise;
}
function cacheDonePromiseForTransaction(tx) {
// Early bail if we've already created a done promise for this transaction.
if (transactionDoneMap.has(tx))
return;
const done = new Promise((resolve, reject) => {
const unlisten = () => {
tx.removeEventListener('complete', complete);
tx.removeEventListener('error', error);
tx.removeEventListener('abort', error);
};
const complete = () => {
resolve();
unlisten();
};
const error = () => {
reject(tx.error || new DOMException('AbortError', 'AbortError'));
unlisten();
};
tx.addEventListener('complete', complete);
tx.addEventListener('error', error);
tx.addEventListener('abort', error);
});
// Cache it for later retrieval.
transactionDoneMap.set(tx, done);
}
let idbProxyTraps = {
get(target, prop, receiver) {
if (target instanceof IDBTransaction) {
// Special handling for transaction.done.
if (prop === 'done')
return transactionDoneMap.get(target);
// Make tx.store return the only store in the transaction, or undefined if there are many.
if (prop === 'store') {
return receiver.objectStoreNames[1]
? undefined
: receiver.objectStore(receiver.objectStoreNames[0]);
}
}
// Else transform whatever we get back.
return wrap(target[prop]);
},
set(target, prop, value) {
target[prop] = value;
return true;
},
has(target, prop) {
if (target instanceof IDBTransaction &&
(prop === 'done' || prop === 'store')) {
return true;
}
return prop in target;
},
};
function replaceTraps(callback) {
idbProxyTraps = callback(idbProxyTraps);
}
function wrapFunction(func) {
// Due to expected object equality (which is enforced by the caching in `wrap`), we
// only create one new func per func.
// Cursor methods are special, as the behaviour is a little more different to standard IDB. In
// IDB, you advance the cursor and wait for a new 'success' on the IDBRequest that gave you the
// cursor. It's kinda like a promise that can resolve with many values. That doesn't make sense
// with real promises, so each advance methods returns a new promise for the cursor object, or
// undefined if the end of the cursor has been reached.
if (getCursorAdvanceMethods().includes(func)) {
return function (...args) {
// Calling the original function with the proxy as 'this' causes ILLEGAL INVOCATION, so we use
// the original object.
func.apply(unwrap(this), args);
return wrap(this.request);
};
}
return function (...args) {
// Calling the original function with the proxy as 'this' causes ILLEGAL INVOCATION, so we use
// the original object.
return wrap(func.apply(unwrap(this), args));
};
}
function transformCachableValue(value) {
if (typeof value === 'function')
return wrapFunction(value);
// This doesn't return, it just creates a 'done' promise for the transaction,
// which is later returned for transaction.done (see idbObjectHandler).
if (value instanceof IDBTransaction)
cacheDonePromiseForTransaction(value);
if (instanceOfAny(value, getIdbProxyableTypes()))
return new Proxy(value, idbProxyTraps);
// Return the same value back if we're not going to transform it.
return value;
}
function wrap(value) {
// We sometimes generate multiple promises from a single IDBRequest (eg when cursoring), because
// IDB is weird and a single IDBRequest can yield many responses, so these can't be cached.
if (value instanceof IDBRequest)
return promisifyRequest(value);
// If we've already transformed this value before, reuse the transformed value.
// This is faster, but it also provides object equality.
if (transformCache.has(value))
return transformCache.get(value);
const newValue = transformCachableValue(value);
// Not all types are transformed.
// These may be primitive types, so they can't be WeakMap keys.
if (newValue !== value) {
transformCache.set(value, newValue);
reverseTransformCache.set(newValue, value);
}
return newValue;
}
const unwrap = (value) => reverseTransformCache.get(value);
/**
* Open a database.
*
* @param name Name of the database.
* @param version Schema version.
* @param callbacks Additional callbacks.
*/
function openDB(name, version, { blocked, upgrade, blocking, terminated } = {}) {
const request = indexedDB.open(name, version);
const openPromise = wrap(request);
if (upgrade) {
request.addEventListener('upgradeneeded', (event) => {
upgrade(wrap(request.result), event.oldVersion, event.newVersion, wrap(request.transaction), event);
});
}
if (blocked) {
request.addEventListener('blocked', (event) => blocked(
// Casting due to https://github.com/microsoft/TypeScript-DOM-lib-generator/pull/1405
event.oldVersion, event.newVersion, event));
}
openPromise
.then((db) => {
if (terminated)
db.addEventListener('close', () => terminated());
if (blocking) {
db.addEventListener('versionchange', (event) => blocking(event.oldVersion, event.newVersion, event));
}
})
.catch(() => { });
return openPromise;
}
const readMethods = ['get', 'getKey', 'getAll', 'getAllKeys', 'count'];
const writeMethods = ['put', 'add', 'delete', 'clear'];
const cachedMethods = new Map();
function getMethod(target, prop) {
if (!(target instanceof IDBDatabase &&
!(prop in target) &&
typeof prop === 'string')) {
return;
}
if (cachedMethods.get(prop))
return cachedMethods.get(prop);
const targetFuncName = prop.replace(/FromIndex$/, '');
const useIndex = prop !== targetFuncName;
const isWrite = writeMethods.includes(targetFuncName);
if (
// Bail if the target doesn't exist on the target. Eg, getAll isn't in Edge.
!(targetFuncName in (useIndex ? IDBIndex : IDBObjectStore).prototype) ||
!(isWrite || readMethods.includes(targetFuncName))) {
return;
}
const method = async function (storeName, ...args) {
// isWrite ? 'readwrite' : undefined gzipps better, but fails in Edge :(
const tx = this.transaction(storeName, isWrite ? 'readwrite' : 'readonly');
let target = tx.store;
if (useIndex)
target = target.index(args.shift());
// Must reject if op rejects.
// If it's a write operation, must reject if tx.done rejects.
// Must reject with op rejection first.
// Must resolve with op value.
// Must handle both promises (no unhandled rejections)
return (await Promise.all([
target[targetFuncName](...args),
isWrite && tx.done,
]))[0];
};
cachedMethods.set(prop, method);
return method;
}
replaceTraps((oldTraps) => ({
...oldTraps,
get: (target, prop, receiver) => getMethod(target, prop) || oldTraps.get(target, prop, receiver),
has: (target, prop) => !!getMethod(target, prop) || oldTraps.has(target, prop),
}));
const advanceMethodProps = ['continue', 'continuePrimaryKey', 'advance'];
const methodMap = {};
const advanceResults = new WeakMap();
const ittrProxiedCursorToOriginalProxy = new WeakMap();
const cursorIteratorTraps = {
get(target, prop) {
if (!advanceMethodProps.includes(prop))
return target[prop];
let cachedFunc = methodMap[prop];
if (!cachedFunc) {
cachedFunc = methodMap[prop] = function (...args) {
advanceResults.set(this, ittrProxiedCursorToOriginalProxy.get(this)[prop](...args));
};
}
return cachedFunc;
},
};
async function* iterate(...args) {
// tslint:disable-next-line:no-this-assignment
let cursor = this;
if (!(cursor instanceof IDBCursor)) {
cursor = await cursor.openCursor(...args);
}
if (!cursor)
return;
cursor = cursor;
const proxiedCursor = new Proxy(cursor, cursorIteratorTraps);
ittrProxiedCursorToOriginalProxy.set(proxiedCursor, cursor);
// Map this double-proxy back to the original, so other cursor methods work.
reverseTransformCache.set(proxiedCursor, unwrap(cursor));
while (cursor) {
yield proxiedCursor;
// If one of the advancing methods was not called, call continue().
cursor = await (advanceResults.get(proxiedCursor) || cursor.continue());
advanceResults.delete(proxiedCursor);
}
}
function isIteratorProp(target, prop) {
return ((prop === Symbol.asyncIterator &&
instanceOfAny(target, [IDBIndex, IDBObjectStore, IDBCursor])) ||
(prop === 'iterate' && instanceOfAny(target, [IDBIndex, IDBObjectStore])));
}
replaceTraps((oldTraps) => ({
...oldTraps,
get(target, prop, receiver) {
if (isIteratorProp(target, prop))
return iterate;
return oldTraps.get(target, prop, receiver);
},
has(target, prop) {
return isIteratorProp(target, prop) || oldTraps.has(target, prop);
},
}));
/*!
* ONNX Runtime Web v1.20.1
* Copyright (c) Microsoft Corporation. All rights reserved.
* Licensed under the MIT License.
*/
var Hd=Object.create;var an=Object.defineProperty;var qd=Object.getOwnPropertyDescriptor;var jd=Object.getOwnPropertyNames;var Xd=Object.getPrototypeOf,Kd=Object.prototype.hasOwnProperty;var Co=(i=>typeof require<"u"?require:typeof Proxy<"u"?new Proxy(i,{get:(e,o)=>(typeof require<"u"?require:e)[o]}):i)(function(i){if(typeof require<"u")return require.apply(this,arguments);throw Error('Dynamic require of "'+i+'" is not supported')});var O=(i,e)=>()=>(i&&(e=i(i=0)),e);var mt=(i,e)=>()=>(e||i((e={exports:{}}).exports,e),e.exports),Or=(i,e)=>{for(var o in e)an(i,o,{get:e[o],enumerable:true});},Qa=(i,e,o,t)=>{if(e&&typeof e=="object"||typeof e=="function")for(let r of jd(e))!Kd.call(i,r)&&r!==o&&an(i,r,{get:()=>e[r],enumerable:!(t=qd(e,r))||t.enumerable});return i};var rr=(i,e,o)=>(o=i!=null?Hd(Xd(i)):{},Qa(!i||!i.__esModule?an(o,"default",{value:i,enumerable:true}):o,i)),sn=i=>Qa(an({},"__esModule",{value:true}),i);var un,ke,nr,Jd,ln,fn=O(()=>{un=new Map,ke=[],nr=(i,e,o)=>{if(e&&typeof e.init=="function"&&typeof e.createInferenceSessionHandler=="function"){let t=un.get(i);if(t===void 0)un.set(i,{backend:e,priority:o});else {if(t.priority>o)return;if(t.priority===o&&t.backend!==e)throw new Error(`cannot register backend "${i}" using priority ${o}`)}if(o>=0){let r=ke.indexOf(i);r!==-1&&ke.splice(r,1);for(let n=0;n<ke.length;n++)if(un.get(ke[n]).priority<=o){ke.splice(n,0,i);return}ke.push(i);}return}throw new TypeError("not a valid backend")},Jd=async i=>{let e=un.get(i);if(!e)return "backend not found.";if(e.initialized)return e.backend;if(e.aborted)return e.error;{let o=!!e.initPromise;try{return o||(e.initPromise=e.backend.init(i)),await e.initPromise,e.initialized=!0,e.backend}catch(t){return o||(e.error=`${t}`,e.aborted=true),e.error}finally{delete e.initPromise;}}},ln=async i=>{let e=i.executionProviders||[],o=e.map(u=>typeof u=="string"?u:u.name),t=o.length===0?ke:o,r,n=[],s=new Set;for(let u of t){let l=await Jd(u);typeof l=="string"?n.push({name:u,err:l}):(r||(r=l),r===l&&s.add(u));}if(!r)throw new Error(`no available backend found. ERR: ${n.map(u=>`[${u.name}] ${u.err}`).join(", ")}`);for(let{name:u,err:l}of n)o.includes(u)&&console.warn(`removing requested execution provider "${u}" from session options because it is not available: ${l}`);let a=e.filter(u=>s.has(typeof u=="string"?u:u.name));return [r,new Proxy(i,{get:(u,l)=>l==="executionProviders"?a:Reflect.get(u,l)})]};});var ts=O(()=>{fn();});var es,rs=O(()=>{es="1.20.1";});var ns,Gt,No=O(()=>{rs();ns="warning",Gt={wasm:{},webgl:{},webgpu:{},versions:{common:es},set logLevel(i){if(i!==void 0){if(typeof i!="string"||["verbose","info","warning","error","fatal"].indexOf(i)===-1)throw new Error(`Unsupported logging level: ${i}`);ns=i;}},get logLevel(){return ns}};Object.defineProperty(Gt,"logLevel",{enumerable:true});});var z,os=O(()=>{No();z=Gt;});var is,as,ss=O(()=>{is=(i,e)=>{let o=typeof document<"u"?document.createElement("canvas"):new OffscreenCanvas(1,1);o.width=i.dims[3],o.height=i.dims[2];let t=o.getContext("2d");if(t!=null){let r,n;e?.tensorLayout!==void 0&&e.tensorLayout==="NHWC"?(r=i.dims[2],n=i.dims[3]):(r=i.dims[3],n=i.dims[2]);let s=e?.format!==void 0?e.format:"RGB",a=e?.norm,u,l;a===void 0||a.mean===void 0?u=[255,255,255,255]:typeof a.mean=="number"?u=[a.mean,a.mean,a.mean,a.mean]:(u=[a.mean[0],a.mean[1],a.mean[2],0],a.mean[3]!==void 0&&(u[3]=a.mean[3])),a===void 0||a.bias===void 0?l=[0,0,0,0]:typeof a.bias=="number"?l=[a.bias,a.bias,a.bias,a.bias]:(l=[a.bias[0],a.bias[1],a.bias[2],0],a.bias[3]!==void 0&&(l[3]=a.bias[3]));let f=n*r,p=0,d=f,y=f*2,T=-1;s==="RGBA"?(p=0,d=f,y=f*2,T=f*3):s==="RGB"?(p=0,d=f,y=f*2):s==="RBG"&&(p=0,y=f,d=f*2);for(let v=0;v<n;v++)for(let S=0;S<r;S++){let L=(i.data[p++]-l[0])*u[0],P=(i.data[d++]-l[1])*u[1],A=(i.data[y++]-l[2])*u[2],M=T===-1?255:(i.data[T++]-l[3])*u[3];t.fillStyle="rgba("+L+","+P+","+A+","+M+")",t.fillRect(S,v,1,1);}if("toDataURL"in o)return o.toDataURL();throw new Error("toDataURL is not supported")}else throw new Error("Can not access image data")},as=(i,e)=>{let o=typeof document<"u"?document.createElement("canvas").getContext("2d"):new OffscreenCanvas(1,1).getContext("2d"),t;if(o!=null){let r,n,s;e?.tensorLayout!==void 0&&e.tensorLayout==="NHWC"?(r=i.dims[2],n=i.dims[1],s=i.dims[3]):(r=i.dims[3],n=i.dims[2],s=i.dims[1]);let a=e!==void 0&&e.format!==void 0?e.format:"RGB",u=e?.norm,l,f;u===void 0||u.mean===void 0?l=[255,255,255,255]:typeof u.mean=="number"?l=[u.mean,u.mean,u.mean,u.mean]:(l=[u.mean[0],u.mean[1],u.mean[2],255],u.mean[3]!==void 0&&(l[3]=u.mean[3])),u===void 0||u.bias===void 0?f=[0,0,0,0]:typeof u.bias=="number"?f=[u.bias,u.bias,u.bias,u.bias]:(f=[u.bias[0],u.bias[1],u.bias[2],0],u.bias[3]!==void 0&&(f[3]=u.bias[3]));let p=n*r;if(e!==void 0&&(e.format!==void 0&&s===4&&e.format!=="RGBA"||s===3&&e.format!=="RGB"&&e.format!=="BGR"))throw new Error("Tensor format doesn't match input tensor dims");let d=4,y=0,T=1,v=2,S=3,L=0,P=p,A=p*2,M=-1;a==="RGBA"?(L=0,P=p,A=p*2,M=p*3):a==="RGB"?(L=0,P=p,A=p*2):a==="RBG"&&(L=0,A=p,P=p*2),t=o.createImageData(r,n);for(let V=0;V<n*r;y+=d,T+=d,v+=d,S+=d,V++)t.data[y]=(i.data[L++]-f[0])*l[0],t.data[T]=(i.data[P++]-f[1])*l[1],t.data[v]=(i.data[A++]-f[2])*l[2],t.data[S]=M===-1?255:(i.data[M++]-f[3])*l[3];}else throw new Error("Can not access image data");return t};});var Ro,us,ls,fs,cs,ps,ds=O(()=>{cn();Ro=(i,e)=>{if(i===void 0)throw new Error("Image buffer must be defined");if(e.height===void 0||e.width===void 0)throw new Error("Image height and width must be defined");if(e.tensorLayout==="NHWC")throw new Error("NHWC Tensor layout is not supported yet");let{height:o,width:t}=e,r=e.norm??{mean:255,bias:0},n,s;typeof r.mean=="number"?n=[r.mean,r.mean,r.mean,r.mean]:n=[r.mean[0],r.mean[1],r.mean[2],r.mean[3]??255],typeof r.bias=="number"?s=[r.bias,r.bias,r.bias,r.bias]:s=[r.bias[0],r.bias[1],r.bias[2],r.bias[3]??0];let a=e.format!==void 0?e.format:"RGBA",u=e.tensorFormat!==void 0&&e.tensorFormat!==void 0?e.tensorFormat:"RGB",l=o*t,f=u==="RGBA"?new Float32Array(l*4):new Float32Array(l*3),p=4,d=0,y=1,T=2,v=3,S=0,L=l,P=l*2,A=-1;a==="RGB"&&(p=3,d=0,y=1,T=2,v=-1),u==="RGBA"?A=l*3:u==="RBG"?(S=0,P=l,L=l*2):u==="BGR"&&(P=0,L=l,S=l*2);for(let V=0;V<l;V++,d+=p,T+=p,y+=p,v+=p)f[S++]=(i[d]+s[0])/n[0],f[L++]=(i[y]+s[1])/n[1],f[P++]=(i[T]+s[2])/n[2],A!==-1&&v!==-1&&(f[A++]=(i[v]+s[3])/n[3]);return u==="RGBA"?new St("float32",f,[1,4,o,t]):new St("float32",f,[1,3,o,t])},us=async(i,e)=>{let o=typeof HTMLImageElement<"u"&&i instanceof HTMLImageElement,t=typeof ImageData<"u"&&i instanceof ImageData,r=typeof ImageBitmap<"u"&&i instanceof ImageBitmap,n=typeof i=="string",s,a=e??{},u=()=>{if(typeof document<"u")return document.createElement("canvas");if(typeof OffscreenCanvas<"u")return new OffscreenCanvas(1,1);throw new Error("Canvas is not supported")},l=f=>typeof HTMLCanvasElement<"u"&&f instanceof HTMLCanvasElement||f instanceof OffscreenCanvas?f.getContext("2d"):null;if(o){let f=u();f.width=i.width,f.height=i.height;let p=l(f);if(p!=null){let d=i.height,y=i.width;if(e!==void 0&&e.resizedHeight!==void 0&&e.resizedWidth!==void 0&&(d=e.resizedHeight,y=e.resizedWidth),e!==void 0){if(a=e,e.tensorFormat!==void 0)throw new Error("Image input config format must be RGBA for HTMLImageElement");a.tensorFormat="RGBA",a.height=d,a.width=y;}else a.tensorFormat="RGBA",a.height=d,a.width=y;p.drawImage(i,0,0),s=p.getImageData(0,0,y,d).data;}else throw new Error("Can not access image data")}else if(t){let f,p;if(e!==void 0&&e.resizedWidth!==void 0&&e.resizedHeight!==void 0?(f=e.resizedHeight,p=e.resizedWidth):(f=i.height,p=i.width),e!==void 0&&(a=e),a.format="RGBA",a.height=f,a.width=p,e!==void 0){let d=u();d.width=p,d.height=f;let y=l(d);if(y!=null)y.putImageData(i,0,0),s=y.getImageData(0,0,p,f).data;else throw new Error("Can not access image data")}else s=i.data;}else if(r){if(e===void 0)throw new Error("Please provide image config with format for Imagebitmap");let f=u();f.width=i.width,f.height=i.height;let p=l(f);if(p!=null){let d=i.height,y=i.width;return p.drawImage(i,0,0,y,d),s=p.getImageData(0,0,y,d).data,a.height=d,a.width=y,Ro(s,a)}else throw new Error("Can not access image data")}else {if(n)return new Promise((f,p)=>{let d=u(),y=l(d);if(!i||!y)return p();let T=new Image;T.crossOrigin="Anonymous",T.src=i,T.onload=()=>{d.width=T.width,d.height=T.height,y.drawImage(T,0,0,d.width,d.height);let v=y.getImageData(0,0,d.width,d.height);a.height=d.height,a.width=d.width,f(Ro(v.data,a));};});throw new Error("Input data provided is not supported - aborted tensor creation")}if(s!==void 0)return Ro(s,a);throw new Error("Input data provided is not supported - aborted tensor creation")},ls=(i,e)=>{let{width:o,height:t,download:r,dispose:n}=e,s=[1,t,o,4];return new St({location:"texture",type:"float32",texture:i,dims:s,download:r,dispose:n})},fs=(i,e)=>{let{dataType:o,dims:t,download:r,dispose:n}=e;return new St({location:"gpu-buffer",type:o??"float32",gpuBuffer:i,dims:t,download:r,dispose:n})},cs=(i,e)=>{let{dataType:o,dims:t,download:r,dispose:n}=e;return new St({location:"ml-tensor",type:o??"float32",mlTensor:i,dims:t,download:r,dispose:n})},ps=(i,e,o)=>new St({location:"cpu-pinned",type:i,data:e,dims:o??[e.length]});});var Be,Sr,hs,ms,bs=O(()=>{Be=new Map([["float32",Float32Array],["uint8",Uint8Array],["int8",Int8Array],["uint16",Uint16Array],["int16",Int16Array],["int32",Int32Array],["bool",Uint8Array],["float64",Float64Array],["uint32",Uint32Array],["int4",Uint8Array],["uint4",Uint8Array]]),Sr=new Map([[Float32Array,"float32"],[Uint8Array,"uint8"],[Int8Array,"int8"],[Uint16Array,"uint16"],[Int16Array,"int16"],[Int32Array,"int32"],[Float64Array,"float64"],[Uint32Array,"uint32"]]),hs=false,ms=()=>{if(!hs){hs=true;let i=typeof BigInt64Array<"u"&&BigInt64Array.from,e=typeof BigUint64Array<"u"&&BigUint64Array.from,o=typeof Float16Array<"u"&&Float16Array.from;i&&(Be.set("int64",BigInt64Array),Sr.set(BigInt64Array,"int64")),e&&(Be.set("uint64",BigUint64Array),Sr.set(BigUint64Array,"uint64")),o?(Be.set("float16",Float16Array),Sr.set(Float16Array,"float16")):Be.set("float16",Uint16Array);}};});var gs,ys,xs=O(()=>{cn();gs=i=>{let e=1;for(let o=0;o<i.length;o++){let t=i[o];if(typeof t!="number"||!Number.isSafeInteger(t))throw new TypeError(`dims[${o}] must be an integer, got: ${t}`);if(t<0)throw new RangeError(`dims[${o}] must be a non-negative integer, got: ${t}`);e*=t;}return e},ys=(i,e)=>{switch(i.location){case "cpu":return new St(i.type,i.data,e);case "cpu-pinned":return new St({location:"cpu-pinned",data:i.data,type:i.type,dims:e});case "texture":return new St({location:"texture",texture:i.texture,type:i.type,dims:e});case "gpu-buffer":return new St({location:"gpu-buffer",gpuBuffer:i.gpuBuffer,type:i.type,dims:e});case "ml-tensor":return new St({location:"ml-tensor",mlTensor:i.mlTensor,type:i.type,dims:e});default:throw new Error(`tensorReshape: tensor location ${i.location} is not supported`)}};});var St,cn=O(()=>{ss();ds();bs();xs();St=class{constructor(e,o,t){ms();let r,n;if(typeof e=="object"&&"location"in e)switch(this.dataLocation=e.location,r=e.type,n=e.dims,e.location){case "cpu-pinned":{let a=Be.get(r);if(!a)throw new TypeError(`unsupported type "${r}" to create tensor from pinned buffer`);if(!(e.data instanceof a))throw new TypeError(`buffer should be of type ${a.name}`);this.cpuData=e.data;break}case "texture":{if(r!=="float32")throw new TypeError(`unsupported type "${r}" to create tensor from texture`);this.gpuTextureData=e.texture,this.downloader=e.download,this.disposer=e.dispose;break}case "gpu-buffer":{if(r!=="float32"&&r!=="float16"&&r!=="int32"&&r!=="int64"&&r!=="uint32"&&r!=="uint8"&&r!=="bool"&&r!=="uint4"&&r!=="int4")throw new TypeError(`unsupported type "${r}" to create tensor from gpu buffer`);this.gpuBufferData=e.gpuBuffer,this.downloader=e.download,this.disposer=e.dispose;break}case "ml-tensor":{if(r!=="float32"&&r!=="float16"&&r!=="int32"&&r!=="int64"&&r!=="uint32"&&r!=="uint64"&&r!=="int8"&&r!=="uint8"&&r!=="bool")throw new TypeError(`unsupported type "${r}" to create tensor from MLTensor`);this.mlTensorData=e.mlTensor,this.downloader=e.download,this.disposer=e.dispose;break}default:throw new Error(`Tensor constructor: unsupported location '${this.dataLocation}'`)}else {let a,u;if(typeof e=="string")if(r=e,u=t,e==="string"){if(!Array.isArray(o))throw new TypeError("A string tensor's data must be a string array.");a=o;}else {let l=Be.get(e);if(l===void 0)throw new TypeError(`Unsupported tensor type: ${e}.`);if(Array.isArray(o)){if(e==="float16"&&l===Uint16Array||e==="uint4"||e==="int4")throw new TypeError(`Creating a ${e} tensor from number array is not supported. Please use ${l.name} as data.`);e==="uint64"||e==="int64"?a=l.from(o,BigInt):a=l.from(o);}else if(o instanceof l)a=o;else if(o instanceof Uint8ClampedArray)if(e==="uint8")a=Uint8Array.from(o);else throw new TypeError("A Uint8ClampedArray tensor's data must be type of uint8");else throw new TypeError(`A ${r} tensor's data must be type of ${l}`)}else if(u=o,Array.isArray(e)){if(e.length===0)throw new TypeError("Tensor type cannot be inferred from an empty array.");let l=typeof e[0];if(l==="string")r="string",a=e;else if(l==="boolean")r="bool",a=Uint8Array.from(e);else throw new TypeError(`Invalid element type of data array: ${l}.`)}else if(e instanceof Uint8ClampedArray)r="uint8",a=Uint8Array.from(e);else {let l=Sr.get(e.constructor);if(l===void 0)throw new TypeError(`Unsupported type for tensor data: ${e.constructor}.`);r=l,a=e;}if(u===void 0)u=[a.length];else if(!Array.isArray(u))throw new TypeError("A tensor's dims must be a number array");n=u,this.cpuData=a,this.dataLocation="cpu";}let s=gs(n);if(this.cpuData&&s!==this.cpuData.length&&!((r==="uint4"||r==="int4")&&Math.ceil(s/2)===this.cpuData.length))throw new Error(`Tensor's size(${s}) does not match data length(${this.cpuData.length}).`);this.type=r,this.dims=n,this.size=s;}static async fromImage(e,o){return us(e,o)}static fromTexture(e,o){return ls(e,o)}static fromGpuBuffer(e,o){return fs(e,o)}static fromMLTensor(e,o){return cs(e,o)}static fromPinnedBuffer(e,o,t){return ps(e,o,t)}toDataURL(e){return is(this,e)}toImageData(e){return as(this,e)}get data(){if(this.ensureValid(),!this.cpuData)throw new Error("The data is not on CPU. Use `getData()` to download GPU data to CPU, or use `texture` or `gpuBuffer` property to access the GPU data directly.");return this.cpuData}get location(){return this.dataLocation}get texture(){if(this.ensureValid(),!this.gpuTextureData)throw new Error("The data is not stored as a WebGL texture.");return this.gpuTextureData}get gpuBuffer(){if(this.ensureValid(),!this.gpuBufferData)throw new Error("The data is not stored as a WebGPU buffer.");return this.gpuBufferData}get mlTensor(){if(this.ensureValid(),!this.mlTensorData)throw new Error("The data is not stored as a WebNN MLTensor.");return this.mlTensorData}async getData(e){switch(this.ensureValid(),this.dataLocation){case "cpu":case "cpu-pinned":return this.data;case "texture":case "gpu-buffer":case "ml-tensor":{if(!this.downloader)throw new Error("The current tensor is not created with a specified data downloader.");if(this.isDownloading)throw new Error("The current tensor is being downloaded.");try{this.isDownloading=!0;let o=await this.downloader();return this.downloader=void 0,this.dataLocation="cpu",this.cpuData=o,e&&this.disposer&&(this.disposer(),this.disposer=void 0),o}finally{this.isDownloading=false;}}default:throw new Error(`cannot get data from location: ${this.dataLocation}`)}}dispose(){if(this.isDownloading)throw new Error("The current tensor is being downloaded.");this.disposer&&(this.disposer(),this.disposer=void 0),this.cpuData=void 0,this.gpuTextureData=void 0,this.gpuBufferData=void 0,this.mlTensorData=void 0,this.downloader=void 0,this.isDownloading=void 0,this.dataLocation="none";}ensureValid(){if(this.dataLocation==="none")throw new Error("The tensor is disposed.")}reshape(e){if(this.ensureValid(),this.downloader||this.disposer)throw new Error("Cannot reshape a tensor that owns GPU resource.");return ys(this,e)}};});var yt,pn=O(()=>{cn();yt=St;});var Ts,ws,Fe,Ce,Go=O(()=>{No();Ts=(i,e)=>{(typeof Gt.trace>"u"?!Gt.wasm.trace:!Gt.trace)||console.timeStamp(`${i}::ORT::${e}`);},ws=(i,e)=>{let o=new Error().stack?.split(/\r\n|\r|\n/g)||[],t=false;for(let r=0;r<o.length;r++){if(t&&!o[r].includes("TRACE_FUNC")){let n=`FUNC_${i}::${o[r].trim().split(" ")[1]}`;e&&(n+=`::${e}`),Ts("CPU",n);return}o[r].includes("TRACE_FUNC")&&(t=true);}},Fe=i=>{(typeof Gt.trace>"u"?!Gt.wasm.trace:!Gt.trace)||ws("BEGIN",i);},Ce=i=>{(typeof Gt.trace>"u"?!Gt.wasm.trace:!Gt.trace)||ws("END",i);};});var dn,vs=O(()=>{fn();pn();Go();dn=class i{constructor(e){this.handler=e;}async run(e,o,t){Fe();let r={},n={};if(typeof e!="object"||e===null||e instanceof yt||Array.isArray(e))throw new TypeError("'feeds' must be an object that use input names as keys and OnnxValue as corresponding values.");let s=true;if(typeof o=="object"){if(o===null)throw new TypeError("Unexpected argument[1]: cannot be null.");if(o instanceof yt)throw new TypeError("'fetches' cannot be a Tensor");if(Array.isArray(o)){if(o.length===0)throw new TypeError("'fetches' cannot be an empty array.");s=false;for(let l of o){if(typeof l!="string")throw new TypeError("'fetches' must be a string array or an object.");if(this.outputNames.indexOf(l)===-1)throw new RangeError(`'fetches' contains invalid output name: ${l}.`);r[l]=null;}if(typeof t=="object"&&t!==null)n=t;else if(typeof t<"u")throw new TypeError("'options' must be an object.")}else {let l=false,f=Object.getOwnPropertyNames(o);for(let p of this.outputNames)if(f.indexOf(p)!==-1){let d=o[p];(d===null||d instanceof yt)&&(l=true,s=false,r[p]=d);}if(l){if(typeof t=="object"&&t!==null)n=t;else if(typeof t<"u")throw new TypeError("'options' must be an object.")}else n=o;}}else if(typeof o<"u")throw new TypeError("Unexpected argument[1]: must be 'fetches' or 'options'.");for(let l of this.inputNames)if(typeof e[l]>"u")throw new Error(`input '${l}' is missing in 'feeds'.`);if(s)for(let l of this.outputNames)r[l]=null;let a=await this.handler.run(e,r,n),u={};for(let l in a)if(Object.hasOwnProperty.call(a,l)){let f=a[l];f instanceof yt?u[l]=f:u[l]=new yt(f.type,f.data,f.dims);}return Ce(),u}async release(){return this.handler.dispose()}static async create(e,o,t,r){Fe();let n,s={};if(typeof e=="string"){if(n=e,typeof o=="object"&&o!==null)s=o;else if(typeof o<"u")throw new TypeError("'options' must be an object.")}else if(e instanceof Uint8Array){if(n=e,typeof o=="object"&&o!==null)s=o;else if(typeof o<"u")throw new TypeError("'options' must be an object.")}else if(e instanceof ArrayBuffer||typeof SharedArrayBuffer<"u"&&e instanceof SharedArrayBuffer){let f=e,p=0,d=e.byteLength;if(typeof o=="object"&&o!==null)s=o;else if(typeof o=="number"){if(p=o,!Number.isSafeInteger(p))throw new RangeError("'byteOffset' must be an integer.");if(p<0||p>=f.byteLength)throw new RangeError(`'byteOffset' is out of range [0, ${f.byteLength}).`);if(d=e.byteLength-p,typeof t=="number"){if(d=t,!Number.isSafeInteger(d))throw new RangeError("'byteLength' must be an integer.");if(d<=0||p+d>f.byteLength)throw new RangeError(`'byteLength' is out of range (0, ${f.byteLength-p}].`);if(typeof r=="object"&&r!==null)s=r;else if(typeof r<"u")throw new TypeError("'options' must be an object.")}else if(typeof t<"u")throw new TypeError("'byteLength' must be a number.")}else if(typeof o<"u")throw new TypeError("'options' must be an object.");n=new Uint8Array(f,p,d);}else throw new TypeError("Unexpected argument[0]: must be 'path' or 'buffer'.");let[a,u]=await ln(s),l=await a.createInferenceSessionHandler(n,u);return Ce(),new i(l)}startProfiling(){this.handler.startProfiling();}endProfiling(){this.handler.endProfiling();}get inputNames(){return this.handler.inputNames}get outputNames(){return this.handler.outputNames}};});var Yd,Is=O(()=>{vs();Yd=dn;});var _s=O(()=>{});var Os=O(()=>{});var Ss=O(()=>{});var As=O(()=>{});var Zd,hn,Ps=O(()=>{fn();pn();Zd="Training backend could not be resolved. Make sure you're using the correct configuration & WebAssembly files.",hn=class i{constructor(e,o,t){this.handler=e,this.hasOptimizerModel=o,this.hasEvalModel=t;}get trainingInputNames(){return this.handler.inputNames}get trainingOutputNames(){return this.handler.outputNames}get evalInputNames(){if(this.hasEvalModel)return this.handler.evalInputNames;throw new Error("This training session has no evalModel loaded.")}get evalOutputNames(){if(this.hasEvalModel)return this.handler.evalOutputNames;throw new Error("This training session has no evalModel loaded.")}static async create(e,o){let t=e.evalModel||"",r=e.optimizerModel||"",n=o||{},[s,a]=await ln(n);if(s.createTrainingSessionHandler){let u=await s.createTrainingSessionHandler(e.checkpointState,e.trainModel,t,r,a);return new i(u,!!e.optimizerModel,!!e.evalModel)}else throw new Error(Zd)}typeNarrowingForRunStep(e,o,t,r,n){let s={},a={};if(typeof t!="object"||t===null||t instanceof yt||Array.isArray(t))throw new TypeError("'feeds' must be an object that use input names as keys and OnnxValue as corresponding values.");let u=true;if(typeof r=="object"){if(r===null)throw new TypeError("Unexpected argument[1]: cannot be null.");if(r instanceof yt)throw new TypeError("'fetches' cannot be a Tensor");if(Array.isArray(r)){if(r.length===0)throw new TypeError("'fetches' cannot be an empty array.");u=false;for(let l of r){if(typeof l!="string")throw new TypeError("'fetches' must be a string array or an object.");if(o.indexOf(l)===-1)throw new RangeError(`'fetches' contains invalid output name: ${l}.`);s[l]=null;}if(typeof n=="object"&&n!==null)a=n;else if(typeof n<"u")throw new TypeError("'options' must be an object.")}else {let l=false,f=Object.getOwnPropertyNames(r);for(let p of o)if(f.indexOf(p)!==-1){let d=r[p];(d===null||d instanceof yt)&&(l=true,u=false,s[p]=d);}if(l){if(typeof n=="object"&&n!==null)a=n;else if(typeof n<"u")throw new TypeError("'options' must be an object.")}else a=r;}}else if(typeof r<"u")throw new TypeError("Unexpected argument[1]: must be 'fetches' or 'options'.");for(let l of e)if(typeof t[l]>"u")throw new Error(`input '${l}' is missing in 'feeds'.`);if(u)for(let l of o)s[l]=null;return [s,a]}convertHandlerReturnTypeToMapOfTensors(e){let o={};for(let t in e)if(Object.hasOwnProperty.call(e,t)){let r=e[t];r instanceof yt?o[t]=r:o[t]=new yt(r.type,r.data,r.dims);}return o}async lazyResetGrad(){await this.handler.lazyResetGrad();}async runTrainStep(e,o,t){let[r,n]=this.typeNarrowingForRunStep(this.trainingInputNames,this.trainingOutputNames,e,o,t),s=await this.handler.runTrainStep(e,r,n);return this.convertHandlerReturnTypeToMapOfTensors(s)}async runOptimizerStep(e){if(this.hasOptimizerModel)await this.handler.runOptimizerStep(e||{});else throw new Error("This TrainingSession has no OptimizerModel loaded.")}async runEvalStep(e,o,t){if(this.hasEvalModel){let[r,n]=this.typeNarrowingForRunStep(this.evalInputNames,this.evalOutputNames,e,o,t),s=await this.handler.runEvalStep(e,r,n);return this.convertHandlerReturnTypeToMapOfTensors(s)}else throw new Error("This TrainingSession has no EvalModel loaded.")}async getParametersSize(e=true){return this.handler.getParametersSize(e)}async loadParametersBuffer(e,o=true){let t=await this.getParametersSize(o);if(e.length!==4*t)throw new Error("Size of the buffer passed into loadParametersBuffer must match the number of parameters in the model. Please use getParametersSize method to check.");return this.handler.loadParametersBuffer(e,o)}async getContiguousParameters(e=true){return this.handler.getContiguousParameters(e)}async release(){return this.handler.dispose()}};});var Qd,Es=O(()=>{Ps();Qd=hn;});var Mo={};Or(Mo,{InferenceSession:()=>Yd,TRACE:()=>Ts,TRACE_FUNC_BEGIN:()=>Fe,TRACE_FUNC_END:()=>Ce,Tensor:()=>yt,TrainingSession:()=>Qd,env:()=>z,registerBackend:()=>nr});var Yt=O(()=>{ts();os();Is();pn();_s();Os();Go();Ss();As();Es();});function _e(i,e,o,t){if(e===void 0)return eh(i);if(o===void 0)mn(i,e);else if(typeof o=="number"&&t===void 0)mn(i,e);else if(typeof o=="string"&&t===void 0)mn(i,o,1,e);else if(typeof o=="string"&&typeof t=="number")mn(i,o,t,e);else throw new TypeError("input is valid")}function eh(i){return {verbose:_e.verbose.bind(null,i),info:_e.info.bind(null,i),warning:_e.warning.bind(null,i),error:_e.error.bind(null,i),fatal:_e.fatal.bind(null,i)}}function mn(i,e,o,t){let r=Ar[t||""]||Ar[""];Ls[i]<Ls[r.minimalSeverity]||(r.logDateTime&&(e=`${new Date().toISOString()}|${e}`),r.logSourceLocation,th[r.provider].log(i,e,t));}var Uo,Vo,Ls,th,$s,Ar,tt,gn,yn,xn,bn,Ut=O(()=>{Uo=class{log(e,o,t){}},Vo=class{log(e,o,t){console.log(`${this.color(e)} ${t?"\x1B[35m"+t+"\x1B[0m ":""}${o}`);}color(e){switch(e){case "verbose":return "\x1B[34;40mv\x1B[0m";case "info":return "\x1B[32mi\x1B[0m";case "warning":return "\x1B[30;43mw\x1B[0m";case "error":return "\x1B[31;40me\x1B[0m";case "fatal":return "\x1B[101mf\x1B[0m";default:throw new Error(`unsupported severity: ${e}`)}}},Ls={verbose:1e3,info:2e3,warning:4e3,error:5e3,fatal:6e3},th={none:new Uo,console:new Vo},$s={provider:"console",minimalSeverity:"warning",logDateTime:true,logSourceLocation:false},Ar={"":$s};(u=>{function i(l,f){u("verbose",l,f);}u.verbose=i;function e(l,f){u("info",l,f);}u.info=e;function o(l,f){u("warning",l,f);}u.warning=o;function t(l,f){u("error",l,f);}u.error=t;function r(l,f){u("fatal",l,f);}u.fatal=r;function n(l){Ar={},s("",l||{});}u.reset=n;function s(l,f){if(l==="*")n(f);else {let p=Ar[l]||$s;Ar[l]={provider:f.provider||p.provider,minimalSeverity:f.minimalSeverity||p.minimalSeverity,logDateTime:f.logDateTime===void 0?p.logDateTime:f.logDateTime,logSourceLocation:f.logSourceLocation===void 0?p.logSourceLocation:f.logSourceLocation};}}u.set=s;function a(l){let f={};l.logLevel&&(f.minimalSeverity=l.logLevel),s("",f);}u.setWithEnv=a;})(_e||={});tt=_e,gn=class{constructor(e,o,t,r,n,s){this.category=e;this.name=o;this.startTime=t;this.endCallback=r;this.timer=n;this.ctx=s;}async end(){return this.endCallback(this)}async checkTimer(){if(this.ctx===void 0||this.timer===void 0)throw new Error("No webgl timer found");return this.ctx.endTimer(),this.ctx.waitForQueryAndGetTime(this.timer)}},yn=class{constructor(e,o,t,r){this.category=e;this.name=o;this.startTime=t;this.endTime=r;}},xn=class{constructor(e,o,t){this._started=false;this._flushPointer=0;this._started=false,this._maxNumberEvents=e===void 0?1e4:e,this._flushBatchSize=o===void 0?10:o,this._flushIntervalInMilliseconds=t===void 0?5e3:t;}static create(e){return e===void 0?new this:new this(e.maxNumberEvents,e.flushBatchSize,e.flushIntervalInMilliseconds)}start(){this._started=true,this._timingEvents=[],this._flushTime=bn(),this._flushPointer=0;}stop(){for(this._started=false;this._flushPointer<this._timingEvents.length;this._flushPointer++)this.logOneEvent(this._timingEvents[this._flushPointer]);}event(e,o,t,r){let n=this._started?this.begin(e,o,r):void 0,s=false,a=t();if(a&&typeof a.then=="function")return s=true,new Promise((u,l)=>{a.then(async f=>{n&&await n.end(),u(f);},async f=>{n&&await n.end(),l(f);});});if(!s&&n){let u=n.end();if(u&&typeof u.then=="function")return new Promise((l,f)=>{u.then(()=>{l(a);},p=>{f(p);});})}return a}begin(e,o,t){if(!this._started)throw new Error("profiler is not started yet");if(t===void 0){let r=bn();return this.flush(r),new gn(e,o,r,n=>this.endSync(n))}else {let r=t.beginTimer();return new gn(e,o,0,async n=>this.end(n),r,t)}}async end(e){let o=await e.checkTimer();this._timingEvents.length<this._maxNumberEvents&&(this._timingEvents.push(new yn(e.category,e.name,e.startTime,o)),this.flush(o));}endSync(e){let o=bn();this._timingEvents.length<this._maxNumberEvents&&(this._timingEvents.push(new yn(e.category,e.name,e.startTime,o)),this.flush(o));}logOneEvent(e){tt.verbose(`Profiler.${e.category}`,`${(e.endTime-e.startTime).toFixed(2)}ms on event '${e.name}' at ${e.endTime.toFixed(2)}`);}flush(e){if(this._timingEvents.length-this._flushPointer>=this._flushBatchSize||e-this._flushTime>=this._flushIntervalInMilliseconds){for(let o=this._flushPointer;this._flushPointer<o+this._flushBatchSize&&this._flushPointer<this._timingEvents.length;this._flushPointer++)this.logOneEvent(this._timingEvents[this._flushPointer]);this._flushTime=bn();}}get started(){return this._started}},bn=typeof performance<"u"&&performance.now?()=>performance.now():Date.now;});function ks(i,e,o){for(let t of o){let r=t[0],n=t[1],s=t[2],a=t[3],u=t[4];if(i.opType===r){for(let l of e)if((l.domain===n||l.domain==="ai.onnx"&&n==="")&&rh(l.version,s))return {opImpl:a,opInit:u}}}throw new TypeError(`cannot resolve operator '${i.opType}' with opsets: ${e.map(t=>`${t.domain||"ai.onnx"} v${t.version}`).join(", ")}`)}function rh(i,e){if(e.endsWith("+")){let o=Number.parseInt(e.substring(0,e.length-1),10);return !isNaN(o)&&o<=i}else if(e.split("-").length===2){let o=e.split("-"),t=Number.parseInt(o[0],10),r=Number.parseInt(o[1],10);return !isNaN(t)&&!isNaN(r)&&t<=i&&i<=r}else return Number.parseInt(e,10)===i}var Bs=O(()=>{});var Fs=mt(zo=>{zo.__esModule=true;var nh=function(){function i(e){if(!e)throw new TypeError("Invalid argument; `value` has no value.");this.value=i.EMPTY,e&&i.isGuid(e)&&(this.value=e);}return i.isGuid=function(e){var o=e.toString();return e&&(e instanceof i||i.validator.test(o))},i.create=function(){return new i([i.gen(2),i.gen(1),i.gen(1),i.gen(1),i.gen(3)].join("-"))},i.createEmpty=function(){return new i("emptyguid")},i.parse=function(e){return new i(e)},i.raw=function(){return [i.gen(2),i.gen(1),i.gen(1),i.gen(1),i.gen(3)].join("-")},i.gen=function(e){for(var o="",t=0;t<e;t++)o+=((1+Math.random())*65536|0).toString(16).substring(1);return o},i.prototype.equals=function(e){return i.isGuid(e)&&this.value===e.toString()},i.prototype.isEmpty=function(){return this.value===i.EMPTY},i.prototype.toString=function(){return this.value},i.prototype.toJSON=function(){return {value:this.value}},i.validator=new RegExp("^[a-z0-9]{8}-[a-z0-9]{4}-[a-z0-9]{4}-[a-z0-9]{4}-[a-z0-9]{12}$","i"),i.EMPTY="00000000-0000-0000-0000-000000000000",i}();zo.Guid=nh;});function rt(i,e,o){this.low=i|0,this.high=e|0,this.unsigned=!!o;}function Et(i){return (i&&i.__isLong__)===true}function Cs(i){var e=Math.clz32(i&-i);return i?31-e:e}function Ne(i,e){var o,t,r;return e?(i>>>=0,(r=0<=i&&i<256)&&(t=Rs[i],t)?t:(o=J(i,0,true),r&&(Rs[i]=o),o)):(i|=0,(r=-128<=i&&i<128)&&(t=Ns[i],t)?t:(o=J(i,i<0?-1:0,false),r&&(Ns[i]=o),o))}function zt(i,e){if(isNaN(i))return e?ye:Zt;if(e){if(i<0)return ye;if(i>=Vs)return Hs}else {if(i<=-Ms)return Ct;if(i+1>=Ms)return Ws}return i<0?zt(-i,e).neg():J(i%ir|0,i/ir|0,e)}function J(i,e,o){return new rt(i,e,o)}function Ho(i,e,o){if(i.length===0)throw Error("empty string");if(typeof e=="number"?(o=e,e=false):e=!!e,i==="NaN"||i==="Infinity"||i==="+Infinity"||i==="-Infinity")return e?ye:Zt;if(o=o||10,o<2||36<o)throw RangeError("radix");var t;if((t=i.indexOf("-"))>0)throw Error("interior hyphen");if(t===0)return Ho(i.substring(1),e,o).neg();for(var r=zt(Tn(o,8)),n=Zt,s=0;s<i.length;s+=8){var a=Math.min(8,i.length-s),u=parseInt(i.substring(s,s+a),o);if(a<8){var l=zt(Tn(o,a));n=n.mul(l).add(zt(u));}else n=n.mul(r),n=n.add(zt(u));}return n.unsigned=e,n}function Qt(i,e){return typeof i=="number"?zt(i,e):typeof i=="string"?Ho(i,e):J(i.low,i.high,typeof e=="boolean"?e:i.unsigned)}var Vt,Ns,Rs,Tn,Gs,oh,ir,Vs,Ms,Us,Zt,ye,or,zs,Wo,Ws,Hs,Ct,D,xe,qo=O(()=>{Vt=null;try{Vt=new WebAssembly.Instance(new WebAssembly.Module(new Uint8Array([0,97,115,109,1,0,0,0,1,13,2,96,0,1,127,96,4,127,127,127,127,1,127,3,7,6,0,1,1,1,1,1,6,6,1,127,1,65,0,11,7,50,6,3,109,117,108,0,1,5,100,105,118,95,115,0,2,5,100,105,118,95,117,0,3,5,114,101,109,95,115,0,4,5,114,101,109,95,117,0,5,8,103,101,116,95,104,105,103,104,0,0,10,191,1,6,4,0,35,0,11,36,1,1,126,32,0,173,32,1,173,66,32,134,132,32,2,173,32,3,173,66,32,134,132,126,34,4,66,32,135,167,36,0,32,4,167,11,36,1,1,126,32,0,173,32,1,173,66,32,134,132,32,2,173,32,3,173,66,32,134,132,127,34,4,66,32,135,167,36,0,32,4,167,11,36,1,1,126,32,0,173,32,1,173,66,32,134,132,32,2,173,32,3,173,66,32,134,132,128,34,4,66,32,135,167,36,0,32,4,167,11,36,1,1,126,32,0,173,32,1,173,66,32,134,132,32,2,173,32,3,173,66,32,134,132,129,34,4,66,32,135,167,36,0,32,4,167,11,36,1,1,126,32,0,173,32,1,173,66,32,134,132,32,2,173,32,3,173,66,32,134,132,130,34,4,66,32,135,167,36,0,32,4,167,11])),{}).exports;}catch{}rt.prototype.__isLong__;Object.defineProperty(rt.prototype,"__isLong__",{value:true});rt.isLong=Et;Ns={},Rs={};rt.fromInt=Ne;rt.fromNumber=zt;rt.fromBits=J;Tn=Math.pow;rt.fromString=Ho;rt.fromValue=Qt;Gs=65536,oh=1<<24,ir=Gs*Gs,Vs=ir*ir,Ms=Vs/2,Us=Ne(oh),Zt=Ne(0);rt.ZERO=Zt;ye=Ne(0,true);rt.UZERO=ye;or=Ne(1);rt.ONE=or;zs=Ne(1,true);rt.UONE=zs;Wo=Ne(-1);rt.NEG_ONE=Wo;Ws=J(-1,2147483647,false);rt.MAX_VALUE=Ws;Hs=J(-1,-1,true);rt.MAX_UNSIGNED_VALUE=Hs;Ct=J(0,-2147483648,false);rt.MIN_VALUE=Ct;D=rt.prototype;D.toInt=function(){return this.unsigned?this.low>>>0:this.low};D.toNumber=function(){return this.unsigned?(this.high>>>0)*ir+(this.low>>>0):this.high*ir+(this.low>>>0)};D.toString=function(e){if(e=e||10,e<2||36<e)throw RangeError("radix");if(this.isZero())return "0";if(this.isNegative())if(this.eq(Ct)){var o=zt(e),t=this.div(o),r=t.mul(o).sub(this);return t.toString(e)+r.toInt().toString(e)}else return "-"+this.neg().toString(e);for(var n=zt(Tn(e,6),this.unsigned),s=this,a="";;){var u=s.div(n),l=s.sub(u.mul(n)).toInt()>>>0,f=l.toString(e);if(s=u,s.isZero())return f+a;for(;f.length<6;)f="0"+f;a=""+f+a;}};D.getHighBits=function(){return this.high};D.getHighBitsUnsigned=function(){return this.high>>>0};D.getLowBits=function(){return this.low};D.getLowBitsUnsigned=function(){return this.low>>>0};D.getNumBitsAbs=function(){if(this.isNegative())return this.eq(Ct)?64:this.neg().getNumBitsAbs();for(var e=this.high!=0?this.high:this.low,o=31;o>0&&!(e&1<<o);o--);return this.high!=0?o+33:o+1};D.isZero=function(){return this.high===0&&this.low===0};D.eqz=D.isZero;D.isNegative=function(){return !this.unsigned&&this.high<0};D.isPositive=function(){return this.unsigned||this.high>=0};D.isOdd=function(){return (this.low&1)===1};D.isEven=function(){return (this.low&1)===0};D.equals=function(e){return Et(e)||(e=Qt(e)),this.unsigned!==e.unsigned&&this.high>>>31===1&&e.high>>>31===1?false:this.high===e.high&&this.low===e.low};D.eq=D.equals;D.notEquals=function(e){return !this.eq(e)};D.neq=D.notEquals;D.ne=D.notEquals;D.lessThan=function(e){return this.comp(e)<0};D.lt=D.lessThan;D.lessThanOrEqual=function(e){return this.comp(e)<=0};D.lte=D.lessThanOrEqual;D.le=D.lessThanOrEqual;D.greaterThan=function(e){return this.comp(e)>0};D.gt=D.greaterThan;D.greaterThanOrEqual=function(e){return this.comp(e)>=0};D.gte=D.greaterThanOrEqual;D.ge=D.greaterThanOrEqual;D.compare=function(e){if(Et(e)||(e=Qt(e)),this.eq(e))return 0;var o=this.isNegative(),t=e.isNegative();return o&&!t?-1:!o&&t?1:this.unsigned?e.high>>>0>this.high>>>0||e.high===this.high&&e.low>>>0>this.low>>>0?-1:1:this.sub(e).isNegative()?-1:1};D.comp=D.compare;D.negate=function(){return !this.unsigned&&this.eq(Ct)?Ct:this.not().add(or)};D.neg=D.negate;D.add=function(e){Et(e)||(e=Qt(e));var o=this.high>>>16,t=this.high&65535,r=this.low>>>16,n=this.low&65535,s=e.high>>>16,a=e.high&65535,u=e.low>>>16,l=e.low&65535,f=0,p=0,d=0,y=0;return y+=n+l,d+=y>>>16,y&=65535,d+=r+u,p+=d>>>16,d&=65535,p+=t+a,f+=p>>>16,p&=65535,f+=o+s,f&=65535,J(d<<16|y,f<<16|p,this.unsigned)};D.subtract=function(e){return Et(e)||(e=Qt(e)),this.add(e.neg())};D.sub=D.subtract;D.multiply=function(e){if(this.isZero())return this;if(Et(e)||(e=Qt(e)),Vt){var o=Vt.mul(this.low,this.high,e.low,e.high);return J(o,Vt.get_high(),this.unsigned)}if(e.isZero())return this.unsigned?ye:Zt;if(this.eq(Ct))return e.isOdd()?Ct:Zt;if(e.eq(Ct))return this.isOdd()?Ct:Zt;if(this.isNegative())return e.isNegative()?this.neg().mul(e.neg()):this.neg().mul(e).neg();if(e.isNegative())return this.mul(e.neg()).neg();if(this.lt(Us)&&e.lt(Us))return zt(this.toNumber()*e.toNumber(),this.unsigned);var t=this.high>>>16,r=this.high&65535,n=this.low>>>16,s=this.low&65535,a=e.high>>>16,u=e.high&65535,l=e.low>>>16,f=e.low&65535,p=0,d=0,y=0,T=0;return T+=s*f,y+=T>>>16,T&=65535,y+=n*f,d+=y>>>16,y&=65535,y+=s*l,d+=y>>>16,y&=65535,d+=r*f,p+=d>>>16,d&=65535,d+=n*l,p+=d>>>16,d&=65535,d+=s*u,p+=d>>>16,d&=65535,p+=t*f+r*l+n*u+s*a,p&=65535,J(y<<16|T,p<<16|d,this.unsigned)};D.mul=D.multiply;D.divide=function(e){if(Et(e)||(e=Qt(e)),e.isZero())throw Error("division by zero");if(Vt){if(!this.unsigned&&this.high===-2147483648&&e.low===-1&&e.high===-1)return this;var o=(this.unsigned?Vt.div_u:Vt.div_s)(this.low,this.high,e.low,e.high);return J(o,Vt.get_high(),this.unsigned)}if(this.isZero())return this.unsigned?ye:Zt;var t,r,n;if(this.unsigned){if(e.unsigned||(e=e.toUnsigned()),e.gt(this))return ye;if(e.gt(this.shru(1)))return zs;n=ye;}else {if(this.eq(Ct)){if(e.eq(or)||e.eq(Wo))return Ct;if(e.eq(Ct))return or;var s=this.shr(1);return t=s.div(e).shl(1),t.eq(Zt)?e.isNegative()?or:Wo:(r=this.sub(e.mul(t)),n=t.add(r.div(e)),n)}else if(e.eq(Ct))return this.unsigned?ye:Zt;if(this.isNegative())return e.isNegative()?this.neg().div(e.neg()):this.neg().div(e).neg();if(e.isNegative())return this.div(e.neg()).neg();n=Zt;}for(r=this;r.gte(e);){t=Math.max(1,Math.floor(r.toNumber()/e.toNumber()));for(var a=Math.ceil(Math.log(t)/Math.LN2),u=a<=48?1:Tn(2,a-48),l=zt(t),f=l.mul(e);f.isNegative()||f.gt(r);)t-=u,l=zt(t,this.unsigned),f=l.mul(e);l.isZero()&&(l=or),n=n.add(l),r=r.sub(f);}return n};D.div=D.divide;D.modulo=function(e){if(Et(e)||(e=Qt(e)),Vt){var o=(this.unsigned?Vt.rem_u:Vt.rem_s)(this.low,this.high,e.low,e.high);return J(o,Vt.get_high(),this.unsigned)}return this.sub(this.div(e).mul(e))};D.mod=D.modulo;D.rem=D.modulo;D.not=function(){return J(~this.low,~this.high,this.unsigned)};D.countLeadingZeros=function(){return this.high?Math.clz32(this.high):Math.clz32(this.low)+32};D.clz=D.countLeadingZeros;D.countTrailingZeros=function(){return this.low?Cs(this.low):Cs(this.high)+32};D.ctz=D.countTrailingZeros;D.and=function(e){return Et(e)||(e=Qt(e)),J(this.low&e.low,this.high&e.high,this.unsigned)};D.or=function(e){return Et(e)||(e=Qt(e)),J(this.low|e.low,this.high|e.high,this.unsigned)};D.xor=function(e){return Et(e)||(e=Qt(e)),J(this.low^e.low,this.high^e.high,this.unsigned)};D.shiftLeft=function(e){return Et(e)&&(e=e.toInt()),(e&=63)===0?this:e<32?J(this.low<<e,this.high<<e|this.low>>>32-e,this.unsigned):J(0,this.low<<e-32,this.unsigned)};D.shl=D.shiftLeft;D.shiftRight=function(e){return Et(e)&&(e=e.toInt()),(e&=63)===0?this:e<32?J(this.low>>>e|this.high<<32-e,this.high>>e,this.unsigned):J(this.high>>e-32,this.high>=0?0:-1,this.unsigned)};D.shr=D.shiftRight;D.shiftRightUnsigned=function(e){return Et(e)&&(e=e.toInt()),(e&=63)===0?this:e<32?J(this.low>>>e|this.high<<32-e,this.high>>>e,this.unsigned):e===32?J(this.high,0,this.unsigned):J(this.high>>>e-32,0,this.unsigned)};D.shru=D.shiftRightUnsigned;D.shr_u=D.shiftRightUnsigned;D.rotateLeft=function(e){var o;return Et(e)&&(e=e.toInt()),(e&=63)===0?this:e===32?J(this.high,this.low,this.unsigned):e<32?(o=32-e,J(this.low<<e|this.high>>>o,this.high<<e|this.low>>>o,this.unsigned)):(e-=32,o=32-e,J(this.high<<e|this.low>>>o,this.low<<e|this.high>>>o,this.unsigned))};D.rotl=D.rotateLeft;D.rotateRight=function(e){var o;return Et(e)&&(e=e.toInt()),(e&=63)===0?this:e===32?J(this.high,this.low,this.unsigned):e<32?(o=32-e,J(this.high<<o|this.low>>>e,this.low<<o|this.high>>>e,this.unsigned)):(e-=32,o=32-e,J(this.low<<o|this.high>>>e,this.high<<o|this.low>>>e,this.unsigned))};D.rotr=D.rotateRight;D.toSigned=function(){return this.unsigned?J(this.low,this.high,false):this};D.toUnsigned=function(){return this.unsigned?this:J(this.low,this.high,true)};D.toBytes=function(e){return e?this.toBytesLE():this.toBytesBE()};D.toBytesLE=function(){var e=this.high,o=this.low;return [o&255,o>>>8&255,o>>>16&255,o>>>24,e&255,e>>>8&255,e>>>16&255,e>>>24]};D.toBytesBE=function(){var e=this.high,o=this.low;return [e>>>24,e>>>16&255,e>>>8&255,e&255,o>>>24,o>>>16&255,o>>>8&255,o&255]};rt.fromBytes=function(e,o,t){return t?rt.fromBytesLE(e,o):rt.fromBytesBE(e,o)};rt.fromBytesLE=function(e,o){return new rt(e[0]|e[1]<<8|e[2]<<16|e[3]<<24,e[4]|e[5]<<8|e[6]<<16|e[7]<<24,o)};rt.fromBytesBE=function(e,o){return new rt(e[4]<<24|e[5]<<16|e[6]<<8|e[7],e[0]<<24|e[1]<<16|e[2]<<8|e[3],o)};xe=rt;});var w,wn=O(()=>{w={};w.Offset;w.Table;w.SIZEOF_SHORT=2;w.SIZEOF_INT=4;w.FILE_IDENTIFIER_LENGTH=4;w.SIZE_PREFIX_LENGTH=4;w.Encoding={UTF8_BYTES:1,UTF16_STRING:2};w.int32=new Int32Array(2);w.float32=new Float32Array(w.int32.buffer);w.float64=new Float64Array(w.int32.buffer);w.isLittleEndian=new Uint16Array(new Uint8Array([1,0]).buffer)[0]===1;w.Long=function(i,e){this.low=i|0,this.high=e|0;};w.Long.create=function(i,e){return i==0&&e==0?w.Long.ZERO:new w.Long(i,e)};w.Long.prototype.toFloat64=function(){return (this.low>>>0)+this.high*4294967296};w.Long.prototype.equals=function(i){return this.low==i.low&&this.high==i.high};w.Long.ZERO=new w.Long(0,0);w.Builder=function(i){if(i)var e=i;else var e=1024;this.bb=w.ByteBuffer.allocate(e),this.space=e,this.minalign=1,this.vtable=null,this.vtable_in_use=0,this.isNested=false,this.object_start=0,this.vtables=[],this.vector_num_elems=0,this.force_defaults=false;};w.Builder.prototype.clear=function(){this.bb.clear(),this.space=this.bb.capacity(),this.minalign=1,this.vtable=null,this.vtable_in_use=0,this.isNested=false,this.object_start=0,this.vtables=[],this.vector_num_elems=0,this.force_defaults=false;};w.Builder.prototype.forceDefaults=function(i){this.force_defaults=i;};w.Builder.prototype.dataBuffer=function(){return this.bb};w.Builder.prototype.asUint8Array=function(){return this.bb.bytes().subarray(this.bb.position(),this.bb.position()+this.offset())};w.Builder.prototype.prep=function(i,e){i>this.minalign&&(this.minalign=i);for(var o=~(this.bb.capacity()-this.space+e)+1&i-1;this.space<o+i+e;){var t=this.bb.capacity();this.bb=w.Builder.growByteBuffer(this.bb),this.space+=this.bb.capacity()-t;}this.pad(o);};w.Builder.prototype.pad=function(i){for(var e=0;e<i;e++)this.bb.writeInt8(--this.space,0);};w.Builder.prototype.writeInt8=function(i){this.bb.writeInt8(this.space-=1,i);};w.Builder.prototype.writeInt16=function(i){this.bb.writeInt16(this.space-=2,i);};w.Builder.prototype.writeInt32=function(i){this.bb.writeInt32(this.space-=4,i);};w.Builder.prototype.writeInt64=function(i){this.bb.writeInt64(this.space-=8,i);};w.Builder.prototype.writeFloat32=function(i){this.bb.writeFloat32(this.space-=4,i);};w.Builder.prototype.writeFloat64=function(i){this.bb.writeFloat64(this.space-=8,i);};w.Builder.prototype.addInt8=function(i){this.prep(1,0),this.writeInt8(i);};w.Builder.prototype.addInt16=function(i){this.prep(2,0),this.writeInt16(i);};w.Builder.prototype.addInt32=function(i){this.prep(4,0),this.writeInt32(i);};w.Builder.prototype.addInt64=function(i){this.prep(8,0),this.writeInt64(i);};w.Builder.prototype.addFloat32=function(i){this.prep(4,0),this.writeFloat32(i);};w.Builder.prototype.addFloat64=function(i){this.prep(8,0),this.writeFloat64(i);};w.Builder.prototype.addFieldInt8=function(i,e,o){(this.force_defaults||e!=o)&&(this.addInt8(e),this.slot(i));};w.Builder.prototype.addFieldInt16=function(i,e,o){(this.force_defaults||e!=o)&&(this.addInt16(e),this.slot(i));};w.Builder.prototype.addFieldInt32=function(i,e,o){(this.force_defaults||e!=o)&&(this.addInt32(e),this.slot(i));};w.Builder.prototype.addFieldInt64=function(i,e,o){(this.force_defaults||!e.equals(o))&&(this.addInt64(e),this.slot(i));};w.Builder.prototype.addFieldFloat32=function(i,e,o){(this.force_defaults||e!=o)&&(this.addFloat32(e),this.slot(i));};w.Builder.prototype.addFieldFloat64=function(i,e,o){(this.force_defaults||e!=o)&&(this.addFloat64(e),this.slot(i));};w.Builder.prototype.addFieldOffset=function(i,e,o){(this.force_defaults||e!=o)&&(this.addOffset(e),this.slot(i));};w.Builder.prototype.addFieldStruct=function(i,e,o){e!=o&&(this.nested(e),this.slot(i));};w.Builder.prototype.nested=function(i){if(i!=this.offset())throw new Error("FlatBuffers: struct must be serialized inline.")};w.Builder.prototype.notNested=function(){if(this.isNested)throw new Error("FlatBuffers: object serialization must not be nested.")};w.Builder.prototype.slot=function(i){this.vtable[i]=this.offset();};w.Builder.prototype.offset=function(){return this.bb.capacity()-this.space};w.Builder.growByteBuffer=function(i){var e=i.capacity();if(e&3221225472)throw new Error("FlatBuffers: cannot grow buffer beyond 2 gigabytes.");var o=e<<1,t=w.ByteBuffer.allocate(o);return t.setPosition(o-e),t.bytes().set(i.bytes(),o-e),t};w.Builder.prototype.addOffset=function(i){this.prep(w.SIZEOF_INT,0),this.writeInt32(this.offset()-i+w.SIZEOF_INT);};w.Builder.prototype.startObject=function(i){this.notNested(),this.vtable==null&&(this.vtable=[]),this.vtable_in_use=i;for(var e=0;e<i;e++)this.vtable[e]=0;this.isNested=true,this.object_start=this.offset();};w.Builder.prototype.endObject=function(){if(this.vtable==null||!this.isNested)throw new Error("FlatBuffers: endObject called without startObject");this.addInt32(0);for(var i=this.offset(),e=this.vtable_in_use-1;e>=0&&this.vtable[e]==0;e--);for(var o=e+1;e>=0;e--)this.addInt16(this.vtable[e]!=0?i-this.vtable[e]:0);var t=2;this.addInt16(i-this.object_start);var r=(o+t)*w.SIZEOF_SHORT;this.addInt16(r);var n=0,s=this.space;t:for(e=0;e<this.vtables.length;e++){var a=this.bb.capacity()-this.vtables[e];if(r==this.bb.readInt16(a)){for(var u=w.SIZEOF_SHORT;u<r;u+=w.SIZEOF_SHORT)if(this.bb.readInt16(s+u)!=this.bb.readInt16(a+u))continue t;n=this.vtables[e];break}}return n?(this.space=this.bb.capacity()-i,this.bb.writeInt32(this.space,n-i)):(this.vtables.push(this.offset()),this.bb.writeInt32(this.bb.capacity()-i,this.offset()-i)),this.isNested=false,i};w.Builder.prototype.finish=function(i,e,o){var t=o?w.SIZE_PREFIX_LENGTH:0;if(e){var r=e;if(this.prep(this.minalign,w.SIZEOF_INT+w.FILE_IDENTIFIER_LENGTH+t),r.length!=w.FILE_IDENTIFIER_LENGTH)throw new Error("FlatBuffers: file identifier must be length "+w.FILE_IDENTIFIER_LENGTH);for(var n=w.FILE_IDENTIFIER_LENGTH-1;n>=0;n--)this.writeInt8(r.charCodeAt(n));}this.prep(this.minalign,w.SIZEOF_INT+t),this.addOffset(i),t&&this.addInt32(this.bb.capacity()-this.space),this.bb.setPosition(this.space);};w.Builder.prototype.finishSizePrefixed=function(i,e){this.finish(i,e,true);};w.Builder.prototype.requiredField=function(i,e){var o=this.bb.capacity()-i,t=o-this.bb.readInt32(o),r=this.bb.readInt16(t+e)!=0;if(!r)throw new Error("FlatBuffers: field "+e+" must be set")};w.Builder.prototype.startVector=function(i,e,o){this.notNested(),this.vector_num_elems=e,this.prep(w.SIZEOF_INT,i*e),this.prep(o,i*e);};w.Builder.prototype.endVector=function(){return this.writeInt32(this.vector_num_elems),this.offset()};w.Builder.prototype.createString=function(i){if(i instanceof Uint8Array)var e=i;else for(var e=[],o=0;o<i.length;){var t,r=i.charCodeAt(o++);if(r<55296||r>=56320)t=r;else {var n=i.charCodeAt(o++);t=(r<<10)+n+(65536-56623104-56320);}t<128?e.push(t):(t<2048?e.push(t>>6&31|192):(t<65536?e.push(t>>12&15|224):e.push(t>>18&7|240,t>>12&63|128),e.push(t>>6&63|128)),e.push(t&63|128));}this.addInt8(0),this.startVector(1,e.length,1),this.bb.setPosition(this.space-=e.length);for(var o=0,s=this.space,a=this.bb.bytes();o<e.length;o++)a[s++]=e[o];return this.endVector()};w.Builder.prototype.createLong=function(i,e){return w.Long.create(i,e)};w.ByteBuffer=function(i){this.bytes_=i,this.position_=0;};w.ByteBuffer.allocate=function(i){return new w.ByteBuffer(new Uint8Array(i))};w.ByteBuffer.prototype.clear=function(){this.position_=0;};w.ByteBuffer.prototype.bytes=function(){return this.bytes_};w.ByteBuffer.prototype.position=function(){return this.position_};w.ByteBuffer.prototype.setPosition=function(i){this.position_=i;};w.ByteBuffer.prototype.capacity=function(){return this.bytes_.length};w.ByteBuffer.prototype.readInt8=function(i){return this.readUint8(i)<<24>>24};w.ByteBuffer.prototype.readUint8=function(i){return this.bytes_[i]};w.ByteBuffer.prototype.readInt16=function(i){return this.readUint16(i)<<16>>16};w.ByteBuffer.prototype.readUint16=function(i){return this.bytes_[i]|this.bytes_[i+1]<<8};w.ByteBuffer.prototype.readInt32=function(i){return this.bytes_[i]|this.bytes_[i+1]<<8|this.bytes_[i+2]<<16|this.bytes_[i+3]<<24};w.ByteBuffer.prototype.readUint32=function(i){return this.readInt32(i)>>>0};w.ByteBuffer.prototype.readInt64=function(i){return new w.Long(this.readInt32(i),this.readInt32(i+4))};w.ByteBuffer.prototype.readUint64=function(i){return new w.Long(this.readUint32(i),this.readUint32(i+4))};w.ByteBuffer.prototype.readFloat32=function(i){return w.int32[0]=this.readInt32(i),w.float32[0]};w.ByteBuffer.prototype.readFloat64=function(i){return w.int32[w.isLittleEndian?0:1]=this.readInt32(i),w.int32[w.isLittleEndian?1:0]=this.readInt32(i+4),w.float64[0]};w.ByteBuffer.prototype.writeInt8=function(i,e){this.bytes_[i]=e;};w.ByteBuffer.prototype.writeUint8=function(i,e){this.bytes_[i]=e;};w.ByteBuffer.prototype.writeInt16=function(i,e){this.bytes_[i]=e,this.bytes_[i+1]=e>>8;};w.ByteBuffer.prototype.writeUint16=function(i,e){this.bytes_[i]=e,this.bytes_[i+1]=e>>8;};w.ByteBuffer.prototype.writeInt32=function(i,e){this.bytes_[i]=e,this.bytes_[i+1]=e>>8,this.bytes_[i+2]=e>>16,this.bytes_[i+3]=e>>24;};w.ByteBuffer.prototype.writeUint32=function(i,e){this.bytes_[i]=e,this.bytes_[i+1]=e>>8,this.bytes_[i+2]=e>>16,this.bytes_[i+3]=e>>24;};w.ByteBuffer.prototype.writeInt64=function(i,e){this.writeInt32(i,e.low),this.writeInt32(i+4,e.high);};w.ByteBuffer.prototype.writeUint64=function(i,e){this.writeUint32(i,e.low),this.writeUint32(i+4,e.high);};w.ByteBuffer.prototype.writeFloat32=function(i,e){w.float32[0]=e,this.writeInt32(i,w.int32[0]);};w.ByteBuffer.prototype.writeFloat64=function(i,e){w.float64[0]=e,this.writeInt32(i,w.int32[w.isLittleEndian?0:1]),this.writeInt32(i+4,w.int32[w.isLittleEndian?1:0]);};w.ByteBuffer.prototype.getBufferIdentifier=function(){if(this.bytes_.length<this.position_+w.SIZEOF_INT+w.FILE_IDENTIFIER_LENGTH)throw new Error("FlatBuffers: ByteBuffer is too short to contain an identifier.");for(var i="",e=0;e<w.FILE_IDENTIFIER_LENGTH;e++)i+=String.fromCharCode(this.readInt8(this.position_+w.SIZEOF_INT+e));return i};w.ByteBuffer.prototype.__offset=function(i,e){var o=i-this.readInt32(i);return e<this.readInt16(o)?this.readInt16(o+e):0};w.ByteBuffer.prototype.__union=function(i,e){return i.bb_pos=e+this.readInt32(e),i.bb=this,i};w.ByteBuffer.prototype.__string=function(i,e){i+=this.readInt32(i);var o=this.readInt32(i),t="",r=0;if(i+=w.SIZEOF_INT,e===w.Encoding.UTF8_BYTES)return this.bytes_.subarray(i,i+o);for(;r<o;){var n,s=this.readUint8(i+r++);if(s<192)n=s;else {var a=this.readUint8(i+r++);if(s<224)n=(s&31)<<6|a&63;else {var u=this.readUint8(i+r++);if(s<240)n=(s&15)<<12|(a&63)<<6|u&63;else {var l=this.readUint8(i+r++);n=(s&7)<<18|(a&63)<<12|(u&63)<<6|l&63;}}}n<65536?t+=String.fromCharCode(n):(n-=65536,t+=String.fromCharCode((n>>10)+55296,(n&1024-1)+56320));}return t};w.ByteBuffer.prototype.__indirect=function(i){return i+this.readInt32(i)};w.ByteBuffer.prototype.__vector=function(i){return i+this.readInt32(i)+w.SIZEOF_INT};w.ByteBuffer.prototype.__vector_len=function(i){return this.readInt32(i+this.readInt32(i))};w.ByteBuffer.prototype.__has_identifier=function(i){if(i.length!=w.FILE_IDENTIFIER_LENGTH)throw new Error("FlatBuffers: file identifier must be length "+w.FILE_IDENTIFIER_LENGTH);for(var e=0;e<w.FILE_IDENTIFIER_LENGTH;e++)if(i.charCodeAt(e)!=this.readInt8(this.position_+w.SIZEOF_INT+e))return false;return true};w.ByteBuffer.prototype.createLong=function(i,e){return w.Long.create(i,e)};});var F,Pr=O(()=>{wn();(e=>{(t=>{(n=>{(A=>(A[A.UNDEFINED=0]="UNDEFINED",A[A.FLOAT=1]="FLOAT",A[A.INT=2]="INT",A[A.STRING=3]="STRING",A[A.TENSOR=4]="TENSOR",A[A.GRAPH=5]="GRAPH",A[A.FLOATS=6]="FLOATS",A[A.INTS=7]="INTS",A[A.STRINGS=8]="STRINGS",A[A.TENSORS=9]="TENSORS",A[A.GRAPHS=10]="GRAPHS",A[A.SPARSE_TENSOR=11]="SPARSE_TENSOR",A[A.SPARSE_TENSORS=12]="SPARSE_TENSORS"))(n.AttributeType||={});})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{(l=>(l[l.UNKNOWN=0]="UNKNOWN",l[l.VALUE=1]="VALUE",l[l.PARAM=2]="PARAM"))(n.DimensionValueType||={});})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{(C=>(C[C.UNDEFINED=0]="UNDEFINED",C[C.FLOAT=1]="FLOAT",C[C.UINT8=2]="UINT8",C[C.INT8=3]="INT8",C[C.UINT16=4]="UINT16",C[C.INT16=5]="INT16",C[C.INT32=6]="INT32",C[C.INT64=7]="INT64",C[C.STRING=8]="STRING",C[C.BOOL=9]="BOOL",C[C.FLOAT16=10]="FLOAT16",C[C.DOUBLE=11]="DOUBLE",C[C.UINT32=12]="UINT32",C[C.UINT64=13]="UINT64",C[C.COMPLEX64=14]="COMPLEX64",C[C.COMPLEX128=15]="COMPLEX128",C[C.BFLOAT16=16]="BFLOAT16",C[C.FLOAT8E4M3FN=17]="FLOAT8E4M3FN",C[C.FLOAT8E4M3FNUZ=18]="FLOAT8E4M3FNUZ",C[C.FLOAT8E5M2=19]="FLOAT8E5M2",C[C.FLOAT8E5M2FNUZ=20]="FLOAT8E5M2FNUZ"))(n.TensorDataType||={});})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{(u=>(u[u.Primitive=0]="Primitive",u[u.Fused=1]="Fused"))(n.NodeType||={});})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{(f=>(f[f.NONE=0]="NONE",f[f.tensor_type=1]="tensor_type",f[f.sequence_type=2]="sequence_type",f[f.map_type=3]="map_type"))(n.TypeInfoValue||={});})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{class r{constructor(){this.bb=null;this.bb_pos=0;}__init(a,u){return this.bb_pos=a,this.bb=u,this}static getRootAsShape(a,u){return (u||new r).__init(a.readInt32(a.position())+a.position(),a)}static getSizePrefixedRootAsShape(a,u){return a.setPosition(a.position()+w.SIZE_PREFIX_LENGTH),(u||new r).__init(a.readInt32(a.position())+a.position(),a)}dim(a,u){let l=this.bb.__offset(this.bb_pos,4);return l?(u||new e.experimental.fbs.Dimension).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+l)+a*4),this.bb):null}dimLength(){let a=this.bb.__offset(this.bb_pos,4);return a?this.bb.__vector_len(this.bb_pos+a):0}static startShape(a){a.startObject(1);}static addDim(a,u){a.addFieldOffset(0,u,0);}static createDimVector(a,u){a.startVector(4,u.length,4);for(let l=u.length-1;l>=0;l--)a.addOffset(u[l]);return a.endVector()}static startDimVector(a,u){a.startVector(4,u,4);}static endShape(a){return a.endObject()}static createShape(a,u){return r.startShape(a),r.addDim(a,u),r.endShape(a)}}n.Shape=r;})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{class r{constructor(){this.bb=null;this.bb_pos=0;}__init(a,u){return this.bb_pos=a,this.bb=u,this}static getRootAsDimension(a,u){return (u||new r).__init(a.readInt32(a.position())+a.position(),a)}static getSizePrefixedRootAsDimension(a,u){return a.setPosition(a.position()+w.SIZE_PREFIX_LENGTH),(u||new r).__init(a.readInt32(a.position())+a.position(),a)}value(a){let u=this.bb.__offset(this.bb_pos,4);return u?(a||new e.experimental.fbs.DimensionValue).__init(this.bb.__indirect(this.bb_pos+u),this.bb):null}denotation(a){let u=this.bb.__offset(this.bb_pos,6);return u?this.bb.__string(this.bb_pos+u,a):null}static startDimension(a){a.startObject(2);}static addValue(a,u){a.addFieldOffset(0,u,0);}static addDenotation(a,u){a.addFieldOffset(1,u,0);}static endDimension(a){return a.endObject()}static createDimension(a,u,l){return r.startDimension(a),r.addValue(a,u),r.addDenotation(a,l),r.endDimension(a)}}n.Dimension=r;})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{class r{constructor(){this.bb=null;this.bb_pos=0;}__init(a,u){return this.bb_pos=a,this.bb=u,this}static getRootAsDimensionValue(a,u){return (u||new r).__init(a.readInt32(a.position())+a.position(),a)}static getSizePrefixedRootAsDimensionValue(a,u){return a.setPosition(a.position()+w.SIZE_PREFIX_LENGTH),(u||new r).__init(a.readInt32(a.position())+a.position(),a)}dimType(){let a=this.bb.__offset(this.bb_pos,4);return a?this.bb.readInt8(this.bb_pos+a):0}dimValue(){let a=this.bb.__offset(this.bb_pos,6);return a?this.bb.readInt64(this.bb_pos+a):this.bb.createLong(0,0)}dimParam(a){let u=this.bb.__offset(this.bb_pos,8);return u?this.bb.__string(this.bb_pos+u,a):null}static startDimensionValue(a){a.startObject(3);}static addDimType(a,u){a.addFieldInt8(0,u,0);}static addDimValue(a,u){a.addFieldInt64(1,u,a.createLong(0,0));}static addDimParam(a,u){a.addFieldOffset(2,u,0);}static endDimensionValue(a){return a.endObject()}static createDimensionValue(a,u,l,f){return r.startDimensionValue(a),r.addDimType(a,u),r.addDimValue(a,l),r.addDimParam(a,f),r.endDimensionValue(a)}}n.DimensionValue=r;})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{class r{constructor(){this.bb=null;this.bb_pos=0;}__init(a,u){return this.bb_pos=a,this.bb=u,this}static getRootAsTensorTypeAndShape(a,u){return (u||new r).__init(a.readInt32(a.position())+a.position(),a)}static getSizePrefixedRootAsTensorTypeAndShape(a,u){return a.setPosition(a.position()+w.SIZE_PREFIX_LENGTH),(u||new r).__init(a.readInt32(a.position())+a.position(),a)}elemType(){let a=this.bb.__offset(this.bb_pos,4);return a?this.bb.readInt32(this.bb_pos+a):0}shape(a){let u=this.bb.__offset(this.bb_pos,6);return u?(a||new e.experimental.fbs.Shape).__init(this.bb.__indirect(this.bb_pos+u),this.bb):null}static startTensorTypeAndShape(a){a.startObject(2);}static addElemType(a,u){a.addFieldInt32(0,u,0);}static addShape(a,u){a.addFieldOffset(1,u,0);}static endTensorTypeAndShape(a){return a.endObject()}static createTensorTypeAndShape(a,u,l){return r.startTensorTypeAndShape(a),r.addElemType(a,u),r.addShape(a,l),r.endTensorTypeAndShape(a)}}n.TensorTypeAndShape=r;})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{class r{constructor(){this.bb=null;this.bb_pos=0;}__init(a,u){return this.bb_pos=a,this.bb=u,this}static getRootAsMapType(a,u){return (u||new r).__init(a.readInt32(a.position())+a.position(),a)}static getSizePrefixedRootAsMapType(a,u){return a.setPosition(a.position()+w.SIZE_PREFIX_LENGTH),(u||new r).__init(a.readInt32(a.position())+a.position(),a)}keyType(){let a=this.bb.__offset(this.bb_pos,4);return a?this.bb.readInt32(this.bb_pos+a):0}valueType(a){let u=this.bb.__offset(this.bb_pos,6);return u?(a||new e.experimental.fbs.TypeInfo).__init(this.bb.__indirect(this.bb_pos+u),this.bb):null}static startMapType(a){a.startObject(2);}static addKeyType(a,u){a.addFieldInt32(0,u,0);}static addValueType(a,u){a.addFieldOffset(1,u,0);}static endMapType(a){return a.endObject()}static createMapType(a,u,l){return r.startMapType(a),r.addKeyType(a,u),r.addValueType(a,l),r.endMapType(a)}}n.MapType=r;})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{class r{constructor(){this.bb=null;this.bb_pos=0;}__init(a,u){return this.bb_pos=a,this.bb=u,this}static getRootAsSequenceType(a,u){return (u||new r).__init(a.readInt32(a.position())+a.position(),a)}static getSizePrefixedRootAsSequenceType(a,u){return a.setPosition(a.position()+w.SIZE_PREFIX_LENGTH),(u||new r).__init(a.readInt32(a.position())+a.position(),a)}elemType(a){let u=this.bb.__offset(this.bb_pos,4);return u?(a||new e.experimental.fbs.TypeInfo).__init(this.bb.__indirect(this.bb_pos+u),this.bb):null}static startSequenceType(a){a.startObject(1);}static addElemType(a,u){a.addFieldOffset(0,u,0);}static endSequenceType(a){return a.endObject()}static createSequenceType(a,u){return r.startSequenceType(a),r.addElemType(a,u),r.endSequenceType(a)}}n.SequenceType=r;})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{class r{constructor(){this.bb=null;this.bb_pos=0;}__init(a,u){return this.bb_pos=a,this.bb=u,this}nodeIndex(){return this.bb.readUint32(this.bb_pos)}srcArgIndex(){return this.bb.readInt32(this.bb_pos+4)}dstArgIndex(){return this.bb.readInt32(this.bb_pos+8)}static createEdgeEnd(a,u,l,f){return a.prep(4,12),a.writeInt32(f),a.writeInt32(l),a.writeInt32(u),a.offset()}}n.EdgeEnd=r;})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{class r{constructor(){this.bb=null;this.bb_pos=0;}__init(a,u){return this.bb_pos=a,this.bb=u,this}static getRootAsNodeEdge(a,u){return (u||new r).__init(a.readInt32(a.position())+a.position(),a)}static getSizePrefixedRootAsNodeEdge(a,u){return a.setPosition(a.position()+w.SIZE_PREFIX_LENGTH),(u||new r).__init(a.readInt32(a.position())+a.position(),a)}nodeIndex(){let a=this.bb.__offset(this.bb_pos,4);return a?this.bb.readUint32(this.bb_pos+a):0}inputEdges(a,u){let l=this.bb.__offset(this.bb_pos,6);return l?(u||new e.experimental.fbs.EdgeEnd).__init(this.bb.__vector(this.bb_pos+l)+a*12,this.bb):null}inputEdgesLength(){let a=this.bb.__offset(this.bb_pos,6);return a?this.bb.__vector_len(this.bb_pos+a):0}outputEdges(a,u){let l=this.bb.__offset(this.bb_pos,8);return l?(u||new e.experimental.fbs.EdgeEnd).__init(this.bb.__vector(this.bb_pos+l)+a*12,this.bb):null}outputEdgesLength(){let a=this.bb.__offset(this.bb_pos,8);return a?this.bb.__vector_len(this.bb_pos+a):0}static startNodeEdge(a){a.startObject(3);}static addNodeIndex(a,u){a.addFieldInt32(0,u,0);}static addInputEdges(a,u){a.addFieldOffset(1,u,0);}static startInputEdgesVector(a,u){a.startVector(12,u,4);}static addOutputEdges(a,u){a.addFieldOffset(2,u,0);}static startOutputEdgesVector(a,u){a.startVector(12,u,4);}static endNodeEdge(a){return a.endObject()}static createNodeEdge(a,u,l,f){return r.startNodeEdge(a),r.addNodeIndex(a,u),r.addInputEdges(a,l),r.addOutputEdges(a,f),r.endNodeEdge(a)}}n.NodeEdge=r;})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{class r{constructor(){this.bb=null;this.bb_pos=0;}__init(a,u){return this.bb_pos=a,this.bb=u,this}static getRootAsNode(a,u){return (u||new r).__init(a.readInt32(a.position())+a.position(),a)}static getSizePrefixedRootAsNode(a,u){return a.setPosition(a.position()+w.SIZE_PREFIX_LENGTH),(u||new r).__init(a.readInt32(a.position())+a.position(),a)}name(a){let u=this.bb.__offset(this.bb_pos,4);return u?this.bb.__string(this.bb_pos+u,a):null}docString(a){let u=this.bb.__offset(this.bb_pos,6);return u?this.bb.__string(this.bb_pos+u,a):null}domain(a){let u=this.bb.__offset(this.bb_pos,8);return u?this.bb.__string(this.bb_pos+u,a):null}sinceVersion(){let a=this.bb.__offset(this.bb_pos,10);return a?this.bb.readInt32(this.bb_pos+a):0}index(){let a=this.bb.__offset(this.bb_pos,12);return a?this.bb.readUint32(this.bb_pos+a):0}opType(a){let u=this.bb.__offset(this.bb_pos,14);return u?this.bb.__string(this.bb_pos+u,a):null}type(){let a=this.bb.__offset(this.bb_pos,16);return a?this.bb.readInt32(this.bb_pos+a):0}executionProviderType(a){let u=this.bb.__offset(this.bb_pos,18);return u?this.bb.__string(this.bb_pos+u,a):null}inputs(a,u){let l=this.bb.__offset(this.bb_pos,20);return l?this.bb.__string(this.bb.__vector(this.bb_pos+l)+a*4,u):null}inputsLength(){let a=this.bb.__offset(this.bb_pos,20);return a?this.bb.__vector_len(this.bb_pos+a):0}outputs(a,u){let l=this.bb.__offset(this.bb_pos,22);return l?this.bb.__string(this.bb.__vector(this.bb_pos+l)+a*4,u):null}outputsLength(){let a=this.bb.__offset(this.bb_pos,22);return a?this.bb.__vector_len(this.bb_pos+a):0}attributes(a,u){let l=this.bb.__offset(this.bb_pos,24);return l?(u||new e.experimental.fbs.Attribute).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+l)+a*4),this.bb):null}attributesLength(){let a=this.bb.__offset(this.bb_pos,24);return a?this.bb.__vector_len(this.bb_pos+a):0}inputArgCounts(a){let u=this.bb.__offset(this.bb_pos,26);return u?this.bb.readInt32(this.bb.__vector(this.bb_pos+u)+a*4):0}inputArgCountsLength(){let a=this.bb.__offset(this.bb_pos,26);return a?this.bb.__vector_len(this.bb_pos+a):0}inputArgCountsArray(){let a=this.bb.__offset(this.bb_pos,26);return a?new Int32Array(this.bb.bytes().buffer,this.bb.bytes().byteOffset+this.bb.__vector(this.bb_pos+a),this.bb.__vector_len(this.bb_pos+a)):null}implicitInputs(a,u){let l=this.bb.__offset(this.bb_pos,28);return l?this.bb.__string(this.bb.__vector(this.bb_pos+l)+a*4,u):null}implicitInputsLength(){let a=this.bb.__offset(this.bb_pos,28);return a?this.bb.__vector_len(this.bb_pos+a):0}static startNode(a){a.startObject(13);}static addName(a,u){a.addFieldOffset(0,u,0);}static addDocString(a,u){a.addFieldOffset(1,u,0);}static addDomain(a,u){a.addFieldOffset(2,u,0);}static addSinceVersion(a,u){a.addFieldInt32(3,u,0);}static addIndex(a,u){a.addFieldInt32(4,u,0);}static addOpType(a,u){a.addFieldOffset(5,u,0);}static addType(a,u){a.addFieldInt32(6,u,0);}static addExecutionProviderType(a,u){a.addFieldOffset(7,u,0);}static addInputs(a,u){a.addFieldOffset(8,u,0);}static createInputsVector(a,u){a.startVector(4,u.length,4);for(let l=u.length-1;l>=0;l--)a.addOffset(u[l]);return a.endVector()}static startInputsVector(a,u){a.startVector(4,u,4);}static addOutputs(a,u){a.addFieldOffset(9,u,0);}static createOutputsVector(a,u){a.startVector(4,u.length,4);for(let l=u.length-1;l>=0;l--)a.addOffset(u[l]);return a.endVector()}static startOutputsVector(a,u){a.startVector(4,u,4);}static addAttributes(a,u){a.addFieldOffset(10,u,0);}static createAttributesVector(a,u){a.startVector(4,u.length,4);for(let l=u.length-1;l>=0;l--)a.addOffset(u[l]);return a.endVector()}static startAttributesVector(a,u){a.startVector(4,u,4);}static addInputArgCounts(a,u){a.addFieldOffset(11,u,0);}static createInputArgCountsVector(a,u){a.startVector(4,u.length,4);for(let l=u.length-1;l>=0;l--)a.addInt32(u[l]);return a.endVector()}static startInputArgCountsVector(a,u){a.startVector(4,u,4);}static addImplicitInputs(a,u){a.addFieldOffset(12,u,0);}static createImplicitInputsVector(a,u){a.startVector(4,u.length,4);for(let l=u.length-1;l>=0;l--)a.addOffset(u[l]);return a.endVector()}static startImplicitInputsVector(a,u){a.startVector(4,u,4);}static endNode(a){return a.endObject()}static createNode(a,u,l,f,p,d,y,T,v,S,L,P,A,M){return r.startNode(a),r.addName(a,u),r.addDocString(a,l),r.addDomain(a,f),r.addSinceVersion(a,p),r.addIndex(a,d),r.addOpType(a,y),r.addType(a,T),r.addExecutionProviderType(a,v),r.addInputs(a,S),r.addOutputs(a,L),r.addAttributes(a,P),r.addInputArgCounts(a,A),r.addImplicitInputs(a,M),r.endNode(a)}}n.Node=r;})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{class r{constructor(){this.bb=null;this.bb_pos=0;}__init(a,u){return this.bb_pos=a,this.bb=u,this}static getRootAsValueInfo(a,u){return (u||new r).__init(a.readInt32(a.position())+a.position(),a)}static getSizePrefixedRootAsValueInfo(a,u){return a.setPosition(a.position()+w.SIZE_PREFIX_LENGTH),(u||new r).__init(a.readInt32(a.position())+a.position(),a)}name(a){let u=this.bb.__offset(this.bb_pos,4);return u?this.bb.__string(this.bb_pos+u,a):null}docString(a){let u=this.bb.__offset(this.bb_pos,6);return u?this.bb.__string(this.bb_pos+u,a):null}type(a){let u=this.bb.__offset(this.bb_pos,8);return u?(a||new e.experimental.fbs.TypeInfo).__init(this.bb.__indirect(this.bb_pos+u),this.bb):null}static startValueInfo(a){a.startObject(3);}static addName(a,u){a.addFieldOffset(0,u,0);}static addDocString(a,u){a.addFieldOffset(1,u,0);}static addType(a,u){a.addFieldOffset(2,u,0);}static endValueInfo(a){return a.endObject()}static createValueInfo(a,u,l,f){return r.startValueInfo(a),r.addName(a,u),r.addDocString(a,l),r.addType(a,f),r.endValueInfo(a)}}n.ValueInfo=r;})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{class r{constructor(){this.bb=null;this.bb_pos=0;}__init(a,u){return this.bb_pos=a,this.bb=u,this}static getRootAsTypeInfo(a,u){return (u||new r).__init(a.readInt32(a.position())+a.position(),a)}static getSizePrefixedRootAsTypeInfo(a,u){return a.setPosition(a.position()+w.SIZE_PREFIX_LENGTH),(u||new r).__init(a.readInt32(a.position())+a.position(),a)}denotation(a){let u=this.bb.__offset(this.bb_pos,4);return u?this.bb.__string(this.bb_pos+u,a):null}valueType(){let a=this.bb.__offset(this.bb_pos,6);return a?this.bb.readUint8(this.bb_pos+a):0}value(a){let u=this.bb.__offset(this.bb_pos,8);return u?this.bb.__union(a,this.bb_pos+u):null}static startTypeInfo(a){a.startObject(3);}static addDenotation(a,u){a.addFieldOffset(0,u,0);}static addValueType(a,u){a.addFieldInt8(1,u,0);}static addValue(a,u){a.addFieldOffset(2,u,0);}static endTypeInfo(a){return a.endObject()}static createTypeInfo(a,u,l,f){return r.startTypeInfo(a),r.addDenotation(a,u),r.addValueType(a,l),r.addValue(a,f),r.endTypeInfo(a)}}n.TypeInfo=r;})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{class r{constructor(){this.bb=null;this.bb_pos=0;}__init(a,u){return this.bb_pos=a,this.bb=u,this}static getRootAsOperatorSetId(a,u){return (u||new r).__init(a.readInt32(a.position())+a.position(),a)}static getSizePrefixedRootAsOperatorSetId(a,u){return a.setPosition(a.position()+w.SIZE_PREFIX_LENGTH),(u||new r).__init(a.readInt32(a.position())+a.position(),a)}domain(a){let u=this.bb.__offset(this.bb_pos,4);return u?this.bb.__string(this.bb_pos+u,a):null}version(){let a=this.bb.__offset(this.bb_pos,6);return a?this.bb.readInt64(this.bb_pos+a):this.bb.createLong(0,0)}static startOperatorSetId(a){a.startObject(2);}static addDomain(a,u){a.addFieldOffset(0,u,0);}static addVersion(a,u){a.addFieldInt64(1,u,a.createLong(0,0));}static endOperatorSetId(a){return a.endObject()}static createOperatorSetId(a,u,l){return r.startOperatorSetId(a),r.addDomain(a,u),r.addVersion(a,l),r.endOperatorSetId(a)}}n.OperatorSetId=r;})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{class r{constructor(){this.bb=null;this.bb_pos=0;}__init(a,u){return this.bb_pos=a,this.bb=u,this}static getRootAsTensor(a,u){return (u||new r).__init(a.readInt32(a.position())+a.position(),a)}static getSizePrefixedRootAsTensor(a,u){return a.setPosition(a.position()+w.SIZE_PREFIX_LENGTH),(u||new r).__init(a.readInt32(a.position())+a.position(),a)}name(a){let u=this.bb.__offset(this.bb_pos,4);return u?this.bb.__string(this.bb_pos+u,a):null}docString(a){let u=this.bb.__offset(this.bb_pos,6);return u?this.bb.__string(this.bb_pos+u,a):null}dims(a){let u=this.bb.__offset(this.bb_pos,8);return u?this.bb.readInt64(this.bb.__vector(this.bb_pos+u)+a*8):this.bb.createLong(0,0)}dimsLength(){let a=this.bb.__offset(this.bb_pos,8);return a?this.bb.__vector_len(this.bb_pos+a):0}dataType(){let a=this.bb.__offset(this.bb_pos,10);return a?this.bb.readInt32(this.bb_pos+a):0}rawData(a){let u=this.bb.__offset(this.bb_pos,12);return u?this.bb.readUint8(this.bb.__vector(this.bb_pos+u)+a):0}rawDataLength(){let a=this.bb.__offset(this.bb_pos,12);return a?this.bb.__vector_len(this.bb_pos+a):0}rawDataArray(){let a=this.bb.__offset(this.bb_pos,12);return a?new Uint8Array(this.bb.bytes().buffer,this.bb.bytes().byteOffset+this.bb.__vector(this.bb_pos+a),this.bb.__vector_len(this.bb_pos+a)):null}stringData(a,u){let l=this.bb.__offset(this.bb_pos,14);return l?this.bb.__string(this.bb.__vector(this.bb_pos+l)+a*4,u):null}stringDataLength(){let a=this.bb.__offset(this.bb_pos,14);return a?this.bb.__vector_len(this.bb_pos+a):0}static startTensor(a){a.startObject(6);}static addName(a,u){a.addFieldOffset(0,u,0);}static addDocString(a,u){a.addFieldOffset(1,u,0);}static addDims(a,u){a.addFieldOffset(2,u,0);}static createDimsVector(a,u){a.startVector(8,u.length,8);for(let l=u.length-1;l>=0;l--)a.addInt64(u[l]);return a.endVector()}static startDimsVector(a,u){a.startVector(8,u,8);}static addDataType(a,u){a.addFieldInt32(3,u,0);}static addRawData(a,u){a.addFieldOffset(4,u,0);}static createRawDataVector(a,u){a.startVector(1,u.length,1);for(let l=u.length-1;l>=0;l--)a.addInt8(u[l]);return a.endVector()}static startRawDataVector(a,u){a.startVector(1,u,1);}static addStringData(a,u){a.addFieldOffset(5,u,0);}static createStringDataVector(a,u){a.startVector(4,u.length,4);for(let l=u.length-1;l>=0;l--)a.addOffset(u[l]);return a.endVector()}static startStringDataVector(a,u){a.startVector(4,u,4);}static endTensor(a){return a.endObject()}static createTensor(a,u,l,f,p,d,y){return r.startTensor(a),r.addName(a,u),r.addDocString(a,l),r.addDims(a,f),r.addDataType(a,p),r.addRawData(a,d),r.addStringData(a,y),r.endTensor(a)}}n.Tensor=r;})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{class r{constructor(){this.bb=null;this.bb_pos=0;}__init(a,u){return this.bb_pos=a,this.bb=u,this}static getRootAsSparseTensor(a,u){return (u||new r).__init(a.readInt32(a.position())+a.position(),a)}static getSizePrefixedRootAsSparseTensor(a,u){return a.setPosition(a.position()+w.SIZE_PREFIX_LENGTH),(u||new r).__init(a.readInt32(a.position())+a.position(),a)}values(a){let u=this.bb.__offset(this.bb_pos,4);return u?(a||new e.experimental.fbs.Tensor).__init(this.bb.__indirect(this.bb_pos+u),this.bb):null}indices(a){let u=this.bb.__offset(this.bb_pos,6);return u?(a||new e.experimental.fbs.Tensor).__init(this.bb.__indirect(this.bb_pos+u),this.bb):null}dims(a){let u=this.bb.__offset(this.bb_pos,8);return u?this.bb.readInt64(this.bb.__vector(this.bb_pos+u)+a*8):this.bb.createLong(0,0)}dimsLength(){let a=this.bb.__offset(this.bb_pos,8);return a?this.bb.__vector_len(this.bb_pos+a):0}static startSparseTensor(a){a.startObject(3);}static addValues(a,u){a.addFieldOffset(0,u,0);}static addIndices(a,u){a.addFieldOffset(1,u,0);}static addDims(a,u){a.addFieldOffset(2,u,0);}static createDimsVector(a,u){a.startVector(8,u.length,8);for(let l=u.length-1;l>=0;l--)a.addInt64(u[l]);return a.endVector()}static startDimsVector(a,u){a.startVector(8,u,8);}static endSparseTensor(a){return a.endObject()}static createSparseTensor(a,u,l,f){return r.startSparseTensor(a),r.addValues(a,u),r.addIndices(a,l),r.addDims(a,f),r.endSparseTensor(a)}}n.SparseTensor=r;})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{class r{constructor(){this.bb=null;this.bb_pos=0;}__init(a,u){return this.bb_pos=a,this.bb=u,this}static getRootAsAttribute(a,u){return (u||new r).__init(a.readInt32(a.position())+a.position(),a)}static getSizePrefixedRootAsAttribute(a,u){return a.setPosition(a.position()+w.SIZE_PREFIX_LENGTH),(u||new r).__init(a.readInt32(a.position())+a.position(),a)}name(a){let u=this.bb.__offset(this.bb_pos,4);return u?this.bb.__string(this.bb_pos+u,a):null}docString(a){let u=this.bb.__offset(this.bb_pos,6);return u?this.bb.__string(this.bb_pos+u,a):null}type(){let a=this.bb.__offset(this.bb_pos,8);return a?this.bb.readInt32(this.bb_pos+a):0}f(){let a=this.bb.__offset(this.bb_pos,10);return a?this.bb.readFloat32(this.bb_pos+a):0}i(){let a=this.bb.__offset(this.bb_pos,12);return a?this.bb.readInt64(this.bb_pos+a):this.bb.createLong(0,0)}s(a){let u=this.bb.__offset(this.bb_pos,14);return u?this.bb.__string(this.bb_pos+u,a):null}t(a){let u=this.bb.__offset(this.bb_pos,16);return u?(a||new e.experimental.fbs.Tensor).__init(this.bb.__indirect(this.bb_pos+u),this.bb):null}g(a){let u=this.bb.__offset(this.bb_pos,18);return u?(a||new e.experimental.fbs.Graph).__init(this.bb.__indirect(this.bb_pos+u),this.bb):null}floats(a){let u=this.bb.__offset(this.bb_pos,20);return u?this.bb.readFloat32(this.bb.__vector(this.bb_pos+u)+a*4):0}floatsLength(){let a=this.bb.__offset(this.bb_pos,20);return a?this.bb.__vector_len(this.bb_pos+a):0}floatsArray(){let a=this.bb.__offset(this.bb_pos,20);return a?new Float32Array(this.bb.bytes().buffer,this.bb.bytes().byteOffset+this.bb.__vector(this.bb_pos+a),this.bb.__vector_len(this.bb_pos+a)):null}ints(a){let u=this.bb.__offset(this.bb_pos,22);return u?this.bb.readInt64(this.bb.__vector(this.bb_pos+u)+a*8):this.bb.createLong(0,0)}intsLength(){let a=this.bb.__offset(this.bb_pos,22);return a?this.bb.__vector_len(this.bb_pos+a):0}strings(a,u){let l=this.bb.__offset(this.bb_pos,24);return l?this.bb.__string(this.bb.__vector(this.bb_pos+l)+a*4,u):null}stringsLength(){let a=this.bb.__offset(this.bb_pos,24);return a?this.bb.__vector_len(this.bb_pos+a):0}tensors(a,u){let l=this.bb.__offset(this.bb_pos,26);return l?(u||new e.experimental.fbs.Tensor).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+l)+a*4),this.bb):null}tensorsLength(){let a=this.bb.__offset(this.bb_pos,26);return a?this.bb.__vector_len(this.bb_pos+a):0}graphs(a,u){let l=this.bb.__offset(this.bb_pos,28);return l?(u||new e.experimental.fbs.Graph).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+l)+a*4),this.bb):null}graphsLength(){let a=this.bb.__offset(this.bb_pos,28);return a?this.bb.__vector_len(this.bb_pos+a):0}static startAttribute(a){a.startObject(13);}static addName(a,u){a.addFieldOffset(0,u,0);}static addDocString(a,u){a.addFieldOffset(1,u,0);}static addType(a,u){a.addFieldInt32(2,u,0);}static addF(a,u){a.addFieldFloat32(3,u,0);}static addI(a,u){a.addFieldInt64(4,u,a.createLong(0,0));}static addS(a,u){a.addFieldOffset(5,u,0);}static addT(a,u){a.addFieldOffset(6,u,0);}static addG(a,u){a.addFieldOffset(7,u,0);}static addFloats(a,u){a.addFieldOffset(8,u,0);}static createFloatsVector(a,u){a.startVector(4,u.length,4);for(let l=u.length-1;l>=0;l--)a.addFloat32(u[l]);return a.endVector()}static startFloatsVector(a,u){a.startVector(4,u,4);}static addInts(a,u){a.addFieldOffset(9,u,0);}static createIntsVector(a,u){a.startVector(8,u.length,8);for(let l=u.length-1;l>=0;l--)a.addInt64(u[l]);return a.endVector()}static startIntsVector(a,u){a.startVector(8,u,8);}static addStrings(a,u){a.addFieldOffset(10,u,0);}static createStringsVector(a,u){a.startVector(4,u.length,4);for(let l=u.length-1;l>=0;l--)a.addOffset(u[l]);return a.endVector()}static startStringsVector(a,u){a.startVector(4,u,4);}static addTensors(a,u){a.addFieldOffset(11,u,0);}static createTensorsVector(a,u){a.startVector(4,u.length,4);for(let l=u.length-1;l>=0;l--)a.addOffset(u[l]);return a.endVector()}static startTensorsVector(a,u){a.startVector(4,u,4);}static addGraphs(a,u){a.addFieldOffset(12,u,0);}static createGraphsVector(a,u){a.startVector(4,u.length,4);for(let l=u.length-1;l>=0;l--)a.addOffset(u[l]);return a.endVector()}static startGraphsVector(a,u){a.startVector(4,u,4);}static endAttribute(a){return a.endObject()}static createAttribute(a,u,l,f,p,d,y,T,v,S,L,P,A,M){return r.startAttribute(a),r.addName(a,u),r.addDocString(a,l),r.addType(a,f),r.addF(a,p),r.addI(a,d),r.addS(a,y),r.addT(a,T),r.addG(a,v),r.addFloats(a,S),r.addInts(a,L),r.addStrings(a,P),r.addTensors(a,A),r.addGraphs(a,M),r.endAttribute(a)}}n.Attribute=r;})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{class r{constructor(){this.bb=null;this.bb_pos=0;}__init(a,u){return this.bb_pos=a,this.bb=u,this}static getRootAsGraph(a,u){return (u||new r).__init(a.readInt32(a.position())+a.position(),a)}static getSizePrefixedRootAsGraph(a,u){return a.setPosition(a.position()+w.SIZE_PREFIX_LENGTH),(u||new r).__init(a.readInt32(a.position())+a.position(),a)}initializers(a,u){let l=this.bb.__offset(this.bb_pos,4);return l?(u||new e.experimental.fbs.Tensor).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+l)+a*4),this.bb):null}initializersLength(){let a=this.bb.__offset(this.bb_pos,4);return a?this.bb.__vector_len(this.bb_pos+a):0}nodeArgs(a,u){let l=this.bb.__offset(this.bb_pos,6);return l?(u||new e.experimental.fbs.ValueInfo).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+l)+a*4),this.bb):null}nodeArgsLength(){let a=this.bb.__offset(this.bb_pos,6);return a?this.bb.__vector_len(this.bb_pos+a):0}nodes(a,u){let l=this.bb.__offset(this.bb_pos,8);return l?(u||new e.experimental.fbs.Node).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+l)+a*4),this.bb):null}nodesLength(){let a=this.bb.__offset(this.bb_pos,8);return a?this.bb.__vector_len(this.bb_pos+a):0}maxNodeIndex(){let a=this.bb.__offset(this.bb_pos,10);return a?this.bb.readUint32(this.bb_pos+a):0}nodeEdges(a,u){let l=this.bb.__offset(this.bb_pos,12);return l?(u||new e.experimental.fbs.NodeEdge).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+l)+a*4),this.bb):null}nodeEdgesLength(){let a=this.bb.__offset(this.bb_pos,12);return a?this.bb.__vector_len(this.bb_pos+a):0}inputs(a,u){let l=this.bb.__offset(this.bb_pos,14);return l?this.bb.__string(this.bb.__vector(this.bb_pos+l)+a*4,u):null}inputsLength(){let a=this.bb.__offset(this.bb_pos,14);return a?this.bb.__vector_len(this.bb_pos+a):0}outputs(a,u){let l=this.bb.__offset(this.bb_pos,16);return l?this.bb.__string(this.bb.__vector(this.bb_pos+l)+a*4,u):null}outputsLength(){let a=this.bb.__offset(this.bb_pos,16);return a?this.bb.__vector_len(this.bb_pos+a):0}sparseInitializers(a,u){let l=this.bb.__offset(this.bb_pos,18);return l?(u||new e.experimental.fbs.SparseTensor).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+l)+a*4),this.bb):null}sparseInitializersLength(){let a=this.bb.__offset(this.bb_pos,18);return a?this.bb.__vector_len(this.bb_pos+a):0}static startGraph(a){a.startObject(8);}static addInitializers(a,u){a.addFieldOffset(0,u,0);}static createInitializersVector(a,u){a.startVector(4,u.length,4);for(let l=u.length-1;l>=0;l--)a.addOffset(u[l]);return a.endVector()}static startInitializersVector(a,u){a.startVector(4,u,4);}static addNodeArgs(a,u){a.addFieldOffset(1,u,0);}static createNodeArgsVector(a,u){a.startVector(4,u.length,4);for(let l=u.length-1;l>=0;l--)a.addOffset(u[l]);return a.endVector()}static startNodeArgsVector(a,u){a.startVector(4,u,4);}static addNodes(a,u){a.addFieldOffset(2,u,0);}static createNodesVector(a,u){a.startVector(4,u.length,4);for(let l=u.length-1;l>=0;l--)a.addOffset(u[l]);return a.endVector()}static startNodesVector(a,u){a.startVector(4,u,4);}static addMaxNodeIndex(a,u){a.addFieldInt32(3,u,0);}static addNodeEdges(a,u){a.addFieldOffset(4,u,0);}static createNodeEdgesVector(a,u){a.startVector(4,u.length,4);for(let l=u.length-1;l>=0;l--)a.addOffset(u[l]);return a.endVector()}static startNodeEdgesVector(a,u){a.startVector(4,u,4);}static addInputs(a,u){a.addFieldOffset(5,u,0);}static createInputsVector(a,u){a.startVector(4,u.length,4);for(let l=u.length-1;l>=0;l--)a.addOffset(u[l]);return a.endVector()}static startInputsVector(a,u){a.startVector(4,u,4);}static addOutputs(a,u){a.addFieldOffset(6,u,0);}static createOutputsVector(a,u){a.startVector(4,u.length,4);for(let l=u.length-1;l>=0;l--)a.addOffset(u[l]);return a.endVector()}static startOutputsVector(a,u){a.startVector(4,u,4);}static addSparseInitializers(a,u){a.addFieldOffset(7,u,0);}static createSparseInitializersVector(a,u){a.startVector(4,u.length,4);for(let l=u.length-1;l>=0;l--)a.addOffset(u[l]);return a.endVector()}static startSparseInitializersVector(a,u){a.startVector(4,u,4);}static endGraph(a){return a.endObject()}static createGraph(a,u,l,f,p,d,y,T,v){return r.startGraph(a),r.addInitializers(a,u),r.addNodeArgs(a,l),r.addNodes(a,f),r.addMaxNodeIndex(a,p),r.addNodeEdges(a,d),r.addInputs(a,y),r.addOutputs(a,T),r.addSparseInitializers(a,v),r.endGraph(a)}}n.Graph=r;})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{class r{constructor(){this.bb=null;this.bb_pos=0;}__init(a,u){return this.bb_pos=a,this.bb=u,this}static getRootAsModel(a,u){return (u||new r).__init(a.readInt32(a.position())+a.position(),a)}static getSizePrefixedRootAsModel(a,u){return a.setPosition(a.position()+w.SIZE_PREFIX_LENGTH),(u||new r).__init(a.readInt32(a.position())+a.position(),a)}irVersion(){let a=this.bb.__offset(this.bb_pos,4);return a?this.bb.readInt64(this.bb_pos+a):this.bb.createLong(0,0)}opsetImport(a,u){let l=this.bb.__offset(this.bb_pos,6);return l?(u||new e.experimental.fbs.OperatorSetId).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+l)+a*4),this.bb):null}opsetImportLength(){let a=this.bb.__offset(this.bb_pos,6);return a?this.bb.__vector_len(this.bb_pos+a):0}producerName(a){let u=this.bb.__offset(this.bb_pos,8);return u?this.bb.__string(this.bb_pos+u,a):null}producerVersion(a){let u=this.bb.__offset(this.bb_pos,10);return u?this.bb.__string(this.bb_pos+u,a):null}domain(a){let u=this.bb.__offset(this.bb_pos,12);return u?this.bb.__string(this.bb_pos+u,a):null}modelVersion(){let a=this.bb.__offset(this.bb_pos,14);return a?this.bb.readInt64(this.bb_pos+a):this.bb.createLong(0,0)}docString(a){let u=this.bb.__offset(this.bb_pos,16);return u?this.bb.__string(this.bb_pos+u,a):null}graph(a){let u=this.bb.__offset(this.bb_pos,18);return u?(a||new e.experimental.fbs.Graph).__init(this.bb.__indirect(this.bb_pos+u),this.bb):null}graphDocString(a){let u=this.bb.__offset(this.bb_pos,20);return u?this.bb.__string(this.bb_pos+u,a):null}static startModel(a){a.startObject(9);}static addIrVersion(a,u){a.addFieldInt64(0,u,a.createLong(0,0));}static addOpsetImport(a,u){a.addFieldOffset(1,u,0);}static createOpsetImportVector(a,u){a.startVector(4,u.length,4);for(let l=u.length-1;l>=0;l--)a.addOffset(u[l]);return a.endVector()}static startOpsetImportVector(a,u){a.startVector(4,u,4);}static addProducerName(a,u){a.addFieldOffset(2,u,0);}static addProducerVersion(a,u){a.addFieldOffset(3,u,0);}static addDomain(a,u){a.addFieldOffset(4,u,0);}static addModelVersion(a,u){a.addFieldInt64(5,u,a.createLong(0,0));}static addDocString(a,u){a.addFieldOffset(6,u,0);}static addGraph(a,u){a.addFieldOffset(7,u,0);}static addGraphDocString(a,u){a.addFieldOffset(8,u,0);}static endModel(a){return a.endObject()}static createModel(a,u,l,f,p,d,y,T,v,S){return r.startModel(a),r.addIrVersion(a,u),r.addOpsetImport(a,l),r.addProducerName(a,f),r.addProducerVersion(a,p),r.addDomain(a,d),r.addModelVersion(a,y),r.addDocString(a,T),r.addGraph(a,v),r.addGraphDocString(a,S),r.endModel(a)}}n.Model=r;})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{class r{constructor(){this.bb=null;this.bb_pos=0;}__init(a,u){return this.bb_pos=a,this.bb=u,this}static getRootAsKernelCreateInfos(a,u){return (u||new r).__init(a.readInt32(a.position())+a.position(),a)}static getSizePrefixedRootAsKernelCreateInfos(a,u){return a.setPosition(a.position()+w.SIZE_PREFIX_LENGTH),(u||new r).__init(a.readInt32(a.position())+a.position(),a)}nodeIndices(a){let u=this.bb.__offset(this.bb_pos,4);return u?this.bb.readUint32(this.bb.__vector(this.bb_pos+u)+a*4):0}nodeIndicesLength(){let a=this.bb.__offset(this.bb_pos,4);return a?this.bb.__vector_len(this.bb_pos+a):0}nodeIndicesArray(){let a=this.bb.__offset(this.bb_pos,4);return a?new Uint32Array(this.bb.bytes().buffer,this.bb.bytes().byteOffset+this.bb.__vector(this.bb_pos+a),this.bb.__vector_len(this.bb_pos+a)):null}kernelDefHashes(a){let u=this.bb.__offset(this.bb_pos,6);return u?this.bb.readUint64(this.bb.__vector(this.bb_pos+u)+a*8):this.bb.createLong(0,0)}kernelDefHashesLength(){let a=this.bb.__offset(this.bb_pos,6);return a?this.bb.__vector_len(this.bb_pos+a):0}static startKernelCreateInfos(a){a.startObject(2);}static addNodeIndices(a,u){a.addFieldOffset(0,u,0);}static createNodeIndicesVector(a,u){a.startVector(4,u.length,4);for(let l=u.length-1;l>=0;l--)a.addInt32(u[l]);return a.endVector()}static startNodeIndicesVector(a,u){a.startVector(4,u,4);}static addKernelDefHashes(a,u){a.addFieldOffset(1,u,0);}static createKernelDefHashesVector(a,u){a.startVector(8,u.length,8);for(let l=u.length-1;l>=0;l--)a.addInt64(u[l]);return a.endVector()}static startKernelDefHashesVector(a,u){a.startVector(8,u,8);}static endKernelCreateInfos(a){return a.endObject()}static createKernelCreateInfos(a,u,l){return r.startKernelCreateInfos(a),r.addNodeIndices(a,u),r.addKernelDefHashes(a,l),r.endKernelCreateInfos(a)}}n.KernelCreateInfos=r;})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{class r{constructor(){this.bb=null;this.bb_pos=0;}__init(a,u){return this.bb_pos=a,this.bb=u,this}static getRootAsSubGraphSessionState(a,u){return (u||new r).__init(a.readInt32(a.position())+a.position(),a)}static getSizePrefixedRootAsSubGraphSessionState(a,u){return a.setPosition(a.position()+w.SIZE_PREFIX_LENGTH),(u||new r).__init(a.readInt32(a.position())+a.position(),a)}graphId(a){let u=this.bb.__offset(this.bb_pos,4);return u?this.bb.__string(this.bb_pos+u,a):null}sessionState(a){let u=this.bb.__offset(this.bb_pos,6);return u?(a||new e.experimental.fbs.SessionState).__init(this.bb.__indirect(this.bb_pos+u),this.bb):null}static startSubGraphSessionState(a){a.startObject(2);}static addGraphId(a,u){a.addFieldOffset(0,u,0);}static addSessionState(a,u){a.addFieldOffset(1,u,0);}static endSubGraphSessionState(a){let u=a.endObject();return a.requiredField(u,4),u}static createSubGraphSessionState(a,u,l){return r.startSubGraphSessionState(a),r.addGraphId(a,u),r.addSessionState(a,l),r.endSubGraphSessionState(a)}}n.SubGraphSessionState=r;})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{class r{constructor(){this.bb=null;this.bb_pos=0;}__init(a,u){return this.bb_pos=a,this.bb=u,this}static getRootAsSessionState(a,u){return (u||new r).__init(a.readInt32(a.position())+a.position(),a)}static getSizePrefixedRootAsSessionState(a,u){return a.setPosition(a.position()+w.SIZE_PREFIX_LENGTH),(u||new r).__init(a.readInt32(a.position())+a.position(),a)}kernels(a){let u=this.bb.__offset(this.bb_pos,4);return u?(a||new e.experimental.fbs.KernelCreateInfos).__init(this.bb.__indirect(this.bb_pos+u),this.bb):null}subGraphSessionStates(a,u){let l=this.bb.__offset(this.bb_pos,6);return l?(u||new e.experimental.fbs.SubGraphSessionState).__init(this.bb.__indirect(this.bb.__vector(this.bb_pos+l)+a*4),this.bb):null}subGraphSessionStatesLength(){let a=this.bb.__offset(this.bb_pos,6);return a?this.bb.__vector_len(this.bb_pos+a):0}static startSessionState(a){a.startObject(2);}static addKernels(a,u){a.addFieldOffset(0,u,0);}static addSubGraphSessionStates(a,u){a.addFieldOffset(1,u,0);}static createSubGraphSessionStatesVector(a,u){a.startVector(4,u.length,4);for(let l=u.length-1;l>=0;l--)a.addOffset(u[l]);return a.endVector()}static startSubGraphSessionStatesVector(a,u){a.startVector(4,u,4);}static endSessionState(a){return a.endObject()}static createSessionState(a,u,l){return r.startSessionState(a),r.addKernels(a,u),r.addSubGraphSessionStates(a,l),r.endSessionState(a)}}n.SessionState=r;})(t.fbs||={});})(e.experimental||={});})(F||={});(e=>{(t=>{(n=>{class r{constructor(){this.bb=null;this.bb_pos=0;}__init(a,u){return this.bb_pos=a,this.bb=u,this}static getRootAsInferenceSession(a,u){return (u||new r).__init(a.readInt32(a.position())+a.position(),a)}static getSizePrefixedRootAsInferenceSession(a,u){return a.setPosition(a.position()+w.SIZE_PREFIX_LENGTH),(u||new r).__init(a.readInt32(a.position())+a.position(),a)}static bufferHasIdentifier(a){return a.__has_identifier("ORTM")}ortVersion(a){let u=this.bb.__offset(this.bb_pos,4);return u?this.bb.__string(this.bb_pos+u,a):null}model(a){let u=this.bb.__offset(this.bb_pos,6);return u?(a||new e.experimental.fbs.Model).__init(this.bb.__indirect(this.bb_pos+u),this.bb):null}sessionState(a){let u=this.bb.__offset(this.bb_pos,8);return u?(a||new e.experimental.fbs.SessionState).__init(this.bb.__indirect(this.bb_pos+u),this.bb):null}static startInferenceSession(a){a.startObject(3);}static addOrtVersion(a,u){a.addFieldOffset(0,u,0);}static addModel(a,u){a.addFieldOffset(1,u,0);}static addSessionState(a,u){a.addFieldOffset(2,u,0);}static endInferenceSession(a){return a.endObject()}static finishInferenceSessionBuffer(a,u){a.finish(u,"ORTM");}static finishSizePrefixedInferenceSessionBuffer(a,u){a.finish(u,"ORTM",true);}static createInferenceSession(a,u,l,f){return r.startInferenceSession(a),r.addOrtVersion(a,u),r.addModel(a,l),r.addSessionState(a,f),r.endInferenceSession(a)}}n.InferenceSession=r;})(t.fbs||={});})(e.experimental||={});})(F||={});});var js=mt((Vy,qs)=>{qs.exports=ih;function ih(i,e){for(var o=new Array(arguments.length-1),t=0,r=2,n=true;r<arguments.length;)o[t++]=arguments[r++];return new Promise(function(a,u){o[t]=function(f){if(n)if(n=false,f)u(f);else {for(var p=new Array(arguments.length-1),d=0;d<p.length;)p[d++]=arguments[d];a.apply(null,p);}};try{i.apply(e||null,o);}catch(l){n&&(n=false,u(l));}})}});var Ys=mt(Js=>{var vn=Js;vn.length=function(e){var o=e.length;if(!o)return 0;for(var t=0;--o%4>1&&e.charAt(o)==="=";)++t;return Math.ceil(e.length*3)/4-t};var ar=new Array(64),Ks=new Array(123);for(te=0;te<64;)Ks[ar[te]=te<26?te+65:te<52?te+71:te<62?te-4:te-59|43]=te++;var te;vn.encode=function(e,o,t){for(var r=null,n=[],s=0,a=0,u;o<t;){var l=e[o++];switch(a){case 0:n[s++]=ar[l>>2],u=(l&3)<<4,a=1;break;case 1:n[s++]=ar[u|l>>4],u=(l&15)<<2,a=2;break;case 2:n[s++]=ar[u|l>>6],n[s++]=ar[l&63],a=0;break}s>8191&&((r||(r=[])).push(String.fromCharCode.apply(String,n)),s=0);}return a&&(n[s++]=ar[u],n[s++]=61,a===1&&(n[s++]=61)),r?(s&&r.push(String.fromCharCode.apply(String,n.slice(0,s))),r.join("")):String.fromCharCode.apply(String,n.slice(0,s))};var Xs="invalid encoding";vn.decode=function(e,o,t){for(var r=t,n=0,s,a=0;a<e.length;){var u=e.charCodeAt(a++);if(u===61&&n>1)break;if((u=Ks[u])===void 0)throw Error(Xs);switch(n){case 0:s=u,n=1;break;case 1:o[t++]=s<<2|(u&48)>>4,s=u,n=2;break;case 2:o[t++]=(s&15)<<4|(u&60)>>2,s=u,n=3;break;case 3:o[t++]=(s&3)<<6|u,n=0;break}}if(n===1)throw Error(Xs);return t-r};vn.test=function(e){return /^(?:[A-Za-z0-9+/]{4})*(?:[A-Za-z0-9+/]{2}==|[A-Za-z0-9+/]{3}=)?$/.test(e)};});var Qs=mt((Wy,Zs)=>{Zs.exports=In;function In(){this._listeners={};}In.prototype.on=function(e,o,t){return (this._listeners[e]||(this._listeners[e]=[])).push({fn:o,ctx:t||this}),this};In.prototype.off=function(e,o){if(e===void 0)this._listeners={};else if(o===void 0)this._listeners[e]=[];else for(var t=this._listeners[e],r=0;r<t.length;)t[r].fn===o?t.splice(r,1):++r;return this};In.prototype.emit=function(e){var o=this._listeners[e];if(o){for(var t=[],r=1;r<arguments.length;)t.push(arguments[r++]);for(r=0;r<o.length;)o[r].fn.apply(o[r++].ctx,t);}return this};});var au=mt((Hy,iu)=>{iu.exports=tu(tu);function tu(i){return typeof Float32Array<"u"?function(){var e=new Float32Array([-0]),o=new Uint8Array(e.buffer),t=o[3]===128;function r(u,l,f){e[0]=u,l[f]=o[0],l[f+1]=o[1],l[f+2]=o[2],l[f+3]=o[3];}function n(u,l,f){e[0]=u,l[f]=o[3],l[f+1]=o[2],l[f+2]=o[1],l[f+3]=o[0];}i.writeFloatLE=t?r:n,i.writeFloatBE=t?n:r;function s(u,l){return o[0]=u[l],o[1]=u[l+1],o[2]=u[l+2],o[3]=u[l+3],e[0]}function a(u,l){return o[3]=u[l],o[2]=u[l+1],o[1]=u[l+2],o[0]=u[l+3],e[0]}i.readFloatLE=t?s:a,i.readFloatBE=t?a:s;}():function(){function e(t,r,n,s){var a=r<0?1:0;if(a&&(r=-r),r===0)t(1/r>0?0:2147483648,n,s);else if(isNaN(r))t(2143289344,n,s);else if(r>34028234663852886e22)t((a<<31|2139095040)>>>0,n,s);else if(r<11754943508222875e-54)t((a<<31|Math.round(r/1401298464324817e-60))>>>0,n,s);else {var u=Math.floor(Math.log(r)/Math.LN2),l=Math.round(r*Math.pow(2,-u)*8388608)&8388607;t((a<<31|u+127<<23|l)>>>0,n,s);}}i.writeFloatLE=e.bind(null,eu),i.writeFloatBE=e.bind(null,ru);function o(t,r,n){var s=t(r,n),a=(s>>31)*2+1,u=s>>>23&255,l=s&8388607;return u===255?l?NaN:a*(1/0):u===0?a*1401298464324817e-60*l:a*Math.pow(2,u-150)*(l+8388608)}i.readFloatLE=o.bind(null,nu),i.readFloatBE=o.bind(null,ou);}(),typeof Float64Array<"u"?function(){var e=new Float64Array([-0]),o=new Uint8Array(e.buffer),t=o[7]===128;function r(u,l,f){e[0]=u,l[f]=o[0],l[f+1]=o[1],l[f+2]=o[2],l[f+3]=o[3],l[f+4]=o[4],l[f+5]=o[5],l[f+6]=o[6],l[f+7]=o[7];}function n(u,l,f){e[0]=u,l[f]=o[7],l[f+1]=o[6],l[f+2]=o[5],l[f+3]=o[4],l[f+4]=o[3],l[f+5]=o[2],l[f+6]=o[1],l[f+7]=o[0];}i.writeDoubleLE=t?r:n,i.writeDoubleBE=t?n:r;function s(u,l){return o[0]=u[l],o[1]=u[l+1],o[2]=u[l+2],o[3]=u[l+3],o[4]=u[l+4],o[5]=u[l+5],o[6]=u[l+6],o[7]=u[l+7],e[0]}function a(u,l){return o[7]=u[l],o[6]=u[l+1],o[5]=u[l+2],o[4]=u[l+3],o[3]=u[l+4],o[2]=u[l+5],o[1]=u[l+6],o[0]=u[l+7],e[0]}i.readDoubleLE=t?s:a,i.readDoubleBE=t?a:s;}():function(){function e(t,r,n,s,a,u){var l=s<0?1:0;if(l&&(s=-s),s===0)t(0,a,u+r),t(1/s>0?0:2147483648,a,u+n);else if(isNaN(s))t(0,a,u+r),t(2146959360,a,u+n);else if(s>17976931348623157e292)t(0,a,u+r),t((l<<31|2146435072)>>>0,a,u+n);else {var f;if(s<22250738585072014e-324)f=s/5e-324,t(f>>>0,a,u+r),t((l<<31|f/4294967296)>>>0,a,u+n);else {var p=Math.floor(Math.log(s)/Math.LN2);p===1024&&(p=1023),f=s*Math.pow(2,-p),t(f*4503599627370496>>>0,a,u+r),t((l<<31|p+1023<<20|f*1048576&1048575)>>>0,a,u+n);}}}i.writeDoubleLE=e.bind(null,eu,0,4),i.writeDoubleBE=e.bind(null,ru,4,0);function o(t,r,n,s,a){var u=t(s,a+r),l=t(s,a+n),f=(l>>31)*2+1,p=l>>>20&2047,d=4294967296*(l&1048575)+u;return p===2047?d?NaN:f*(1/0):p===0?f*5e-324*d:f*Math.pow(2,p-1075)*(d+4503599627370496)}i.readDoubleLE=o.bind(null,nu,0,4),i.readDoubleBE=o.bind(null,ou,4,0);}(),i}function eu(i,e,o){e[o]=i&255,e[o+1]=i>>>8&255,e[o+2]=i>>>16&255,e[o+3]=i>>>24;}function ru(i,e,o){e[o]=i>>>24,e[o+1]=i>>>16&255,e[o+2]=i>>>8&255,e[o+3]=i&255;}function nu(i,e){return (i[e]|i[e+1]<<8|i[e+2]<<16|i[e+3]<<24)>>>0}function ou(i,e){return (i[e]<<24|i[e+1]<<16|i[e+2]<<8|i[e+3])>>>0}});var su=mt((exports,module)=>{module.exports=inquire;function inquire(moduleName){try{var mod=eval("quire".replace(/^/,"re"))(moduleName);if(mod&&(mod.length||Object.keys(mod).length))return mod}catch(i){}return null}});var lu=mt(uu=>{var jo=uu;jo.length=function(e){for(var o=0,t=0,r=0;r<e.length;++r)t=e.charCodeAt(r),t<128?o+=1:t<2048?o+=2:(t&64512)===55296&&(e.charCodeAt(r+1)&64512)===56320?(++r,o+=4):o+=3;return o};jo.read=function(e,o,t){var r=t-o;if(r<1)return "";for(var n=null,s=[],a=0,u;o<t;)u=e[o++],u<128?s[a++]=u:u>191&&u<224?s[a++]=(u&31)<<6|e[o++]&63:u>239&&u<365?(u=((u&7)<<18|(e[o++]&63)<<12|(e[o++]&63)<<6|e[o++]&63)-65536,s[a++]=55296+(u>>10),s[a++]=56320+(u&1023)):s[a++]=(u&15)<<12|(e[o++]&63)<<6|e[o++]&63,a>8191&&((n||(n=[])).push(String.fromCharCode.apply(String,s)),a=0);return n?(a&&n.push(String.fromCharCode.apply(String,s.slice(0,a))),n.join("")):String.fromCharCode.apply(String,s.slice(0,a))};jo.write=function(e,o,t){for(var r=t,n,s,a=0;a<e.length;++a)n=e.charCodeAt(a),n<128?o[t++]=n:n<2048?(o[t++]=n>>6|192,o[t++]=n&63|128):(n&64512)===55296&&((s=e.charCodeAt(a+1))&64512)===56320?(n=65536+((n&1023)<<10)+(s&1023),++a,o[t++]=n>>18|240,o[t++]=n>>12&63|128,o[t++]=n>>6&63|128,o[t++]=n&63|128):(o[t++]=n>>12|224,o[t++]=n>>6&63|128,o[t++]=n&63|128);return t-r};});var cu=mt((jy,fu)=>{fu.exports=ah;function ah(i,e,o){var t=o||8192,r=t>>>1,n=null,s=t;return function(u){if(u<1||u>r)return i(u);s+u>t&&(n=i(t),s=0);var l=e.call(n,s,s+=u);return s&7&&(s=(s|7)+1),l}}});var du=mt((Xy,pu)=>{pu.exports=vt;var Er=Se();function vt(i,e){this.lo=i>>>0,this.hi=e>>>0;}var Re=vt.zero=new vt(0,0);Re.toNumber=function(){return 0};Re.zzEncode=Re.zzDecode=function(){return this};Re.length=function(){return 1};var sh=vt.zeroHash="\0\0\0\0\0\0\0\0";vt.fromNumber=function(e){if(e===0)return Re;var o=e<0;o&&(e=-e);var t=e>>>0,r=(e-t)/4294967296>>>0;return o&&(r=~r>>>0,t=~t>>>0,++t>4294967295&&(t=0,++r>4294967295&&(r=0))),new vt(t,r)};vt.from=function(e){if(typeof e=="number")return vt.fromNumber(e);if(Er.isString(e))if(Er.Long)e=Er.Long.fromString(e);else return vt.fromNumber(parseInt(e,10));return e.low||e.high?new vt(e.low>>>0,e.high>>>0):Re};vt.prototype.toNumber=function(e){if(!e&&this.hi>>>31){var o=~this.lo+1>>>0,t=~this.hi>>>0;return o||(t=t+1>>>0),-(o+t*4294967296)}return this.lo+this.hi*4294967296};vt.prototype.toLong=function(e){return Er.Long?new Er.Long(this.lo|0,this.hi|0,!!e):{low:this.lo|0,high:this.hi|0,unsigned:!!e}};var Oe=String.prototype.charCodeAt;vt.fromHash=function(e){return e===sh?Re:new vt((Oe.call(e,0)|Oe.call(e,1)<<8|Oe.call(e,2)<<16|Oe.call(e,3)<<24)>>>0,(Oe.call(e,4)|Oe.call(e,5)<<8|Oe.call(e,6)<<16|Oe.call(e,7)<<24)>>>0)};vt.prototype.toHash=function(){return String.fromCharCode(this.lo&255,this.lo>>>8&255,this.lo>>>16&255,this.lo>>>24,this.hi&255,this.hi>>>8&255,this.hi>>>16&255,this.hi>>>24)};vt.prototype.zzEncode=function(){var e=this.hi>>31;return this.hi=((this.hi<<1|this.lo>>>31)^e)>>>0,this.lo=(this.lo<<1^e)>>>0,this};vt.prototype.zzDecode=function(){var e=-(this.lo&1);return this.lo=((this.lo>>>1|this.hi<<31)^e)>>>0,this.hi=(this.hi>>>1^e)>>>0,this};vt.prototype.length=function(){var e=this.lo,o=(this.lo>>>28|this.hi<<4)>>>0,t=this.hi>>>24;return t===0?o===0?e<16384?e<128?1:2:e<2097152?3:4:o<16384?o<128?5:6:o<2097152?7:8:t<128?9:10};});var Se=mt(Xo=>{var N=Xo;N.asPromise=js();N.base64=Ys();N.EventEmitter=Qs();N.float=au();N.inquire=su();N.utf8=lu();N.pool=cu();N.LongBits=du();N.isNode=!!(typeof global<"u"&&global&&global.process&&global.process.versions&&global.process.versions.node);N.global=N.isNode&&global||typeof window<"u"&&window||typeof self<"u"&&self||Xo;N.emptyArray=Object.freeze?Object.freeze([]):[];N.emptyObject=Object.freeze?Object.freeze({}):{};N.isInteger=Number.isInteger||function(e){return typeof e=="number"&&isFinite(e)&&Math.floor(e)===e};N.isString=function(e){return typeof e=="string"||e instanceof String};N.isObject=function(e){return e&&typeof e=="object"};N.isset=N.isSet=function(e,o){var t=e[o];return t!=null&&e.hasOwnProperty(o)?typeof t!="object"||(Array.isArray(t)?t.length:Object.keys(t).length)>0:false};N.Buffer=function(){try{var i=N.inquire("buffer").Buffer;return i.prototype.utf8Write?i:null}catch{return null}}();N._Buffer_from=null;N._Buffer_allocUnsafe=null;N.newBuffer=function(e){return typeof e=="number"?N.Buffer?N._Buffer_allocUnsafe(e):new N.Array(e):N.Buffer?N._Buffer_from(e):typeof Uint8Array>"u"?e:new Uint8Array(e)};N.Array=typeof Uint8Array<"u"?Uint8Array:Array;N.Long=N.global.dcodeIO&&N.global.dcodeIO.Long||N.global.Long||N.inquire("long");N.key2Re=/^true|false|0|1$/;N.key32Re=/^-?(?:0|[1-9][0-9]*)$/;N.key64Re=/^(?:[\\x00-\\xff]{8}|-?(?:0|[1-9][0-9]*))$/;N.longToHash=function(e){return e?N.LongBits.from(e).toHash():N.LongBits.zeroHash};N.longFromHash=function(e,o){var t=N.LongBits.fromHash(e);return N.Long?N.Long.fromBits(t.lo,t.hi,o):t.toNumber(!!o)};function hu(i,e,o){for(var t=Object.keys(e),r=0;r<t.length;++r)(i[t[r]]===void 0||!o)&&(i[t[r]]=e[t[r]]);return i}N.merge=hu;N.lcFirst=function(e){return e.charAt(0).toLowerCase()+e.substring(1)};function mu(i){function e(o,t){if(!(this instanceof e))return new e(o,t);Object.defineProperty(this,"message",{get:function(){return o}}),Error.captureStackTrace?Error.captureStackTrace(this,e):Object.defineProperty(this,"stack",{value:new Error().stack||""}),t&&hu(this,t);}return e.prototype=Object.create(Error.prototype,{constructor:{value:e,writable:true,enumerable:false,configurable:true},name:{get:function(){return i},set:void 0,enumerable:false,configurable:true},toString:{value:function(){return this.name+": "+this.message},writable:true,enumerable:false,configurable:true}}),e}N.newError=mu;N.ProtocolError=mu("ProtocolError");N.oneOfGetter=function(e){for(var o={},t=0;t<e.length;++t)o[e[t]]=1;return function(){for(var r=Object.keys(this),n=r.length-1;n>-1;--n)if(o[r[n]]===1&&this[r[n]]!==void 0&&this[r[n]]!==null)return r[n]}};N.oneOfSetter=function(e){return function(o){for(var t=0;t<e.length;++t)e[t]!==o&&delete this[e[t]];}};N.toJSONOptions={longs:String,enums:String,bytes:String,json:true};N._configure=function(){var i=N.Buffer;if(!i){N._Buffer_from=N._Buffer_allocUnsafe=null;return}N._Buffer_from=i.from!==Uint8Array.from&&i.from||function(o,t){return new i(o,t)},N._Buffer_allocUnsafe=i.allocUnsafe||function(o){return new i(o)};};});var ei=mt((Jy,xu)=>{xu.exports=X;var Wt=Se(),Ko,_n=Wt.LongBits,bu=Wt.base64,gu=Wt.utf8;function Dr(i,e,o){this.fn=i,this.len=e,this.next=void 0,this.val=o;}function Yo(){}function uh(i){this.head=i.head,this.tail=i.tail,this.len=i.len,this.next=i.states;}function X(){this.len=0,this.head=new Dr(Yo,0,0),this.tail=this.head,this.states=null;}var yu=function(){return Wt.Buffer?function(){return (X.create=function(){return new Ko})()}:function(){return new X}};X.create=yu();X.alloc=function(e){return new Wt.Array(e)};Wt.Array!==Array&&(X.alloc=Wt.pool(X.alloc,Wt.Array.prototype.subarray));X.prototype._push=function(e,o,t){return this.tail=this.tail.next=new Dr(e,o,t),this.len+=o,this};function Zo(i,e,o){e[o]=i&255;}function lh(i,e,o){for(;i>127;)e[o++]=i&127|128,i>>>=7;e[o]=i;}function Qo(i,e){this.len=i,this.next=void 0,this.val=e;}Qo.prototype=Object.create(Dr.prototype);Qo.prototype.fn=lh;X.prototype.uint32=function(e){return this.len+=(this.tail=this.tail.next=new Qo((e=e>>>0)<128?1:e<16384?2:e<2097152?3:e<268435456?4:5,e)).len,this};X.prototype.int32=function(e){return e<0?this._push(ti,10,_n.fromNumber(e)):this.uint32(e)};X.prototype.sint32=function(e){return this.uint32((e<<1^e>>31)>>>0)};function ti(i,e,o){for(;i.hi;)e[o++]=i.lo&127|128,i.lo=(i.lo>>>7|i.hi<<25)>>>0,i.hi>>>=7;for(;i.lo>127;)e[o++]=i.lo&127|128,i.lo=i.lo>>>7;e[o++]=i.lo;}X.prototype.uint64=function(e){var o=_n.from(e);return this._push(ti,o.length(),o)};X.prototype.int64=X.prototype.uint64;X.prototype.sint64=function(e){var o=_n.from(e).zzEncode();return this._push(ti,o.length(),o)};X.prototype.bool=function(e){return this._push(Zo,1,e?1:0)};function Jo(i,e,o){e[o]=i&255,e[o+1]=i>>>8&255,e[o+2]=i>>>16&255,e[o+3]=i>>>24;}X.prototype.fixed32=function(e){return this._push(Jo,4,e>>>0)};X.prototype.sfixed32=X.prototype.fixed32;X.prototype.fixed64=function(e){var o=_n.from(e);return this._push(Jo,4,o.lo)._push(Jo,4,o.hi)};X.prototype.sfixed64=X.prototype.fixed64;X.prototype.float=function(e){return this._push(Wt.float.writeFloatLE,4,e)};X.prototype.double=function(e){return this._push(Wt.float.writeDoubleLE,8,e)};var fh=Wt.Array.prototype.set?function(e,o,t){o.set(e,t);}:function(e,o,t){for(var r=0;r<e.length;++r)o[t+r]=e[r];};X.prototype.bytes=function(e){var o=e.length>>>0;if(!o)return this._push(Zo,1,0);if(Wt.isString(e)){var t=X.alloc(o=bu.length(e));bu.decode(e,t,0),e=t;}return this.uint32(o)._push(fh,o,e)};X.prototype.string=function(e){var o=gu.length(e);return o?this.uint32(o)._push(gu.write,o,e):this._push(Zo,1,0)};X.prototype.fork=function(){return this.states=new uh(this),this.head=this.tail=new Dr(Yo,0,0),this.len=0,this};X.prototype.reset=function(){return this.states?(this.head=this.states.head,this.tail=this.states.tail,this.len=this.states.len,this.states=this.states.next):(this.head=this.tail=new Dr(Yo,0,0),this.len=0),this};X.prototype.ldelim=function(){var e=this.head,o=this.tail,t=this.len;return this.reset().uint32(t),t&&(this.tail.next=e.next,this.tail=o,this.len+=t),this};X.prototype.finish=function(){for(var e=this.head.next,o=this.constructor.alloc(this.len),t=0;e;)e.fn(e.val,o,t),t+=e.len,e=e.next;return o};X._configure=function(i){Ko=i,X.create=yu(),Ko._configure();};});var vu=mt((Yy,wu)=>{wu.exports=ce;var Tu=ei();(ce.prototype=Object.create(Tu.prototype)).constructor=ce;var Ae=Se();function ce(){Tu.call(this);}ce._configure=function(){ce.alloc=Ae._Buffer_allocUnsafe,ce.writeBytesBuffer=Ae.Buffer&&Ae.Buffer.prototype instanceof Uint8Array&&Ae.Buffer.prototype.set.name==="set"?function(e,o,t){o.set(e,t);}:function(e,o,t){if(e.copy)e.copy(o,t,0,e.length);else for(var r=0;r<e.length;)o[t++]=e[r++];};};ce.prototype.bytes=function(e){Ae.isString(e)&&(e=Ae._Buffer_from(e,"base64"));var o=e.length>>>0;return this.uint32(o),o&&this._push(ce.writeBytesBuffer,o,e),this};function ch(i,e,o){i.length<40?Ae.utf8.write(i,e,o):e.utf8Write?e.utf8Write(i,o):e.write(i,o);}ce.prototype.string=function(e){var o=Ae.Buffer.byteLength(e);return this.uint32(o),o&&this._push(ch,o,e),this};ce._configure();});var oi=mt((Zy,Au)=>{Au.exports=ct;var ee=Se(),ni,Ou=ee.LongBits,ph=ee.utf8;function re(i,e){return RangeError("index out of range: "+i.pos+" + "+(e||1)+" > "+i.len)}function ct(i){this.buf=i,this.pos=0,this.len=i.length;}var Iu=typeof Uint8Array<"u"?function(e){if(e instanceof Uint8Array||Array.isArray(e))return new ct(e);throw Error("illegal buffer")}:function(e){if(Array.isArray(e))return new ct(e);throw Error("illegal buffer")},Su=function(){return ee.Buffer?function(o){return (ct.create=function(r){return ee.Buffer.isBuffer(r)?new ni(r):Iu(r)})(o)}:Iu};ct.create=Su();ct.prototype._slice=ee.Array.prototype.subarray||ee.Array.prototype.slice;ct.prototype.uint32=function(){var e=4294967295;return function(){if(e=(this.buf[this.pos]&127)>>>0,this.buf[this.pos++]<128||(e=(e|(this.buf[this.pos]&127)<<7)>>>0,this.buf[this.pos++]<128)||(e=(e|(this.buf[this.pos]&127)<<14)>>>0,this.buf[this.pos++]<128)||(e=(e|(this.buf[this.pos]&127)<<21)>>>0,this.buf[this.pos++]<128)||(e=(e|(this.buf[this.pos]&15)<<28)>>>0,this.buf[this.pos++]<128))return e;if((this.pos+=5)>this.len)throw this.pos=this.len,re(this,10);return e}}();ct.prototype.int32=function(){return this.uint32()|0};ct.prototype.sint32=function(){var e=this.uint32();return e>>>1^-(e&1)|0};function ri(){var i=new Ou(0,0),e=0;if(this.len-this.pos>4){for(;e<4;++e)if(i.lo=(i.lo|(this.buf[this.pos]&127)<<e*7)>>>0,this.buf[this.pos++]<128)return i;if(i.lo=(i.lo|(this.buf[this.pos]&127)<<28)>>>0,i.hi=(i.hi|(this.buf[this.pos]&127)>>4)>>>0,this.buf[this.pos++]<128)return i;e=0;}else {for(;e<3;++e){if(this.pos>=this.len)throw re(this);if(i.lo=(i.lo|(this.buf[this.pos]&127)<<e*7)>>>0,this.buf[this.pos++]<128)return i}return i.lo=(i.lo|(this.buf[this.pos++]&127)<<e*7)>>>0,i}if(this.len-this.pos>4){for(;e<5;++e)if(i.hi=(i.hi|(this.buf[this.pos]&127)<<e*7+3)>>>0,this.buf[this.pos++]<128)return i}else for(;e<5;++e){if(this.pos>=this.len)throw re(this);if(i.hi=(i.hi|(this.buf[this.pos]&127)<<e*7+3)>>>0,this.buf[this.pos++]<128)return i}throw Error("invalid varint encoding")}ct.prototype.bool=function(){return this.uint32()!==0};function On(i,e){return (i[e-4]|i[e-3]<<8|i[e-2]<<16|i[e-1]<<24)>>>0}ct.prototype.fixed32=function(){if(this.pos+4>this.len)throw re(this,4);return On(this.buf,this.pos+=4)};ct.prototype.sfixed32=function(){if(this.pos+4>this.len)throw re(this,4);return On(this.buf,this.pos+=4)|0};function _u(){if(this.pos+8>this.len)throw re(this,8);return new Ou(On(this.buf,this.pos+=4),On(this.buf,this.pos+=4))}ct.prototype.float=function(){if(this.pos+4>this.len)throw re(this,4);var e=ee.float.readFloatLE(this.buf,this.pos);return this.pos+=4,e};ct.prototype.double=function(){if(this.pos+8>this.len)throw re(this,4);var e=ee.float.readDoubleLE(this.buf,this.pos);return this.pos+=8,e};ct.prototype.bytes=function(){var e=this.uint32(),o=this.pos,t=this.pos+e;if(t>this.len)throw re(this,e);if(this.pos+=e,Array.isArray(this.buf))return this.buf.slice(o,t);if(o===t){var r=ee.Buffer;return r?r.alloc(0):new this.buf.constructor(0)}return this._slice.call(this.buf,o,t)};ct.prototype.string=function(){var e=this.bytes();return ph.read(e,0,e.length)};ct.prototype.skip=function(e){if(typeof e=="number"){if(this.pos+e>this.len)throw re(this,e);this.pos+=e;}else do if(this.pos>=this.len)throw re(this);while(this.buf[this.pos++]&128);return this};ct.prototype.skipType=function(i){switch(i){case 0:this.skip();break;case 1:this.skip(8);break;case 2:this.skip(this.uint32());break;case 3:for(;(i=this.uint32()&7)!==4;)this.skipType(i);break;case 5:this.skip(4);break;default:throw Error("invalid wire type "+i+" at offset "+this.pos)}return this};ct._configure=function(i){ni=i,ct.create=Su(),ni._configure();var e=ee.Long?"toLong":"toNumber";ee.merge(ct.prototype,{int64:function(){return ri.call(this)[e](false)},uint64:function(){return ri.call(this)[e](true)},sint64:function(){return ri.call(this).zzDecode()[e](false)},fixed64:function(){return _u.call(this)[e](true)},sfixed64:function(){return _u.call(this)[e](false)}});};});var Lu=mt((Qy,Du)=>{Du.exports=Ge;var Eu=oi();(Ge.prototype=Object.create(Eu.prototype)).constructor=Ge;var Pu=Se();function Ge(i){Eu.call(this,i);}Ge._configure=function(){Pu.Buffer&&(Ge.prototype._slice=Pu.Buffer.prototype.slice);};Ge.prototype.string=function(){var e=this.uint32();return this.buf.utf8Slice?this.buf.utf8Slice(this.pos,this.pos=Math.min(this.pos+e,this.len)):this.buf.toString("utf-8",this.pos,this.pos=Math.min(this.pos+e,this.len))};Ge._configure();});var ku=mt((tx,$u)=>{$u.exports=Lr;var ii=Se();(Lr.prototype=Object.create(ii.EventEmitter.prototype)).constructor=Lr;function Lr(i,e,o){if(typeof i!="function")throw TypeError("rpcImpl must be a function");ii.EventEmitter.call(this),this.rpcImpl=i,this.requestDelimited=!!e,this.responseDelimited=!!o;}Lr.prototype.rpcCall=function i(e,o,t,r,n){if(!r)throw TypeError("request must be specified");var s=this;if(!n)return ii.asPromise(i,s,e,o,t,r);if(!s.rpcImpl){setTimeout(function(){n(Error("already ended"));},0);return}try{return s.rpcImpl(e,o[s.requestDelimited?"encodeDelimited":"encode"](r).finish(),function(u,l){if(u)return s.emit("error",u,e),n(u);if(l===null){s.end(!0);return}if(!(l instanceof t))try{l=t[s.responseDelimited?"decodeDelimited":"decode"](l);}catch(f){return s.emit("error",f,e),n(f)}return s.emit("data",l,e),n(null,l)})}catch(a){s.emit("error",a,e),setTimeout(function(){n(a);},0);return}};Lr.prototype.end=function(e){return this.rpcImpl&&(e||this.rpcImpl(null,null,null),this.rpcImpl=null,this.emit("end").off()),this};});var Fu=mt(Bu=>{var dh=Bu;dh.Service=ku();});var Nu=mt((rx,Cu)=>{Cu.exports={};});var Mu=mt(Gu=>{var Nt=Gu;Nt.build="minimal";Nt.Writer=ei();Nt.BufferWriter=vu();Nt.Reader=oi();Nt.BufferReader=Lu();Nt.util=Se();Nt.rpc=Fu();Nt.roots=Nu();Nt.configure=Ru;function Ru(){Nt.util._configure(),Nt.Writer._configure(Nt.BufferWriter),Nt.Reader._configure(Nt.BufferReader);}Ru();});var Vu=mt((ox,Uu)=>{Uu.exports=Mu();});var sr=mt((ix,zu)=>{var nt=Vu(),$=nt.Reader,pt=nt.Writer,b=nt.util,h=nt.roots.default||(nt.roots.default={});h.onnx=function(){var i={};return i.Version=function(){var e={},o=Object.create(e);return o[e[0]="_START_VERSION"]=0,o[e[1]="IR_VERSION_2017_10_10"]=1,o[e[2]="IR_VERSION_2017_10_30"]=2,o[e[3]="IR_VERSION_2017_11_3"]=3,o[e[4]="IR_VERSION_2019_1_22"]=4,o[e[5]="IR_VERSION_2019_3_18"]=5,o[e[6]="IR_VERSION_2019_9_19"]=6,o[e[7]="IR_VERSION_2020_5_8"]=7,o[e[8]="IR_VERSION_2021_7_30"]=8,o[e[9]="IR_VERSION"]=9,o}(),i.AttributeProto=function(){function e(o){if(this.floats=[],this.ints=[],this.strings=[],this.tensors=[],this.graphs=[],this.sparseTensors=[],this.typeProtos=[],o)for(var t=Object.keys(o),r=0;r<t.length;++r)o[t[r]]!=null&&(this[t[r]]=o[t[r]]);}return e.prototype.name="",e.prototype.refAttrName="",e.prototype.docString="",e.prototype.type=0,e.prototype.f=0,e.prototype.i=b.Long?b.Long.fromBits(0,0,false):0,e.prototype.s=b.newBuffer([]),e.prototype.t=null,e.prototype.g=null,e.prototype.sparseTensor=null,e.prototype.tp=null,e.prototype.floats=b.emptyArray,e.prototype.ints=b.emptyArray,e.prototype.strings=b.emptyArray,e.prototype.tensors=b.emptyArray,e.prototype.graphs=b.emptyArray,e.prototype.sparseTensors=b.emptyArray,e.prototype.typeProtos=b.emptyArray,e.create=function(t){return new e(t)},e.encode=function(t,r){if(r||(r=pt.create()),t.name!=null&&Object.hasOwnProperty.call(t,"name")&&r.uint32(10).string(t.name),t.f!=null&&Object.hasOwnProperty.call(t,"f")&&r.uint32(21).float(t.f),t.i!=null&&Object.hasOwnProperty.call(t,"i")&&r.uint32(24).int64(t.i),t.s!=null&&Object.hasOwnProperty.call(t,"s")&&r.uint32(34).bytes(t.s),t.t!=null&&Object.hasOwnProperty.call(t,"t")&&h.onnx.TensorProto.encode(t.t,r.uint32(42).fork()).ldelim(),t.g!=null&&Object.hasOwnProperty.call(t,"g")&&h.onnx.GraphProto.encode(t.g,r.uint32(50).fork()).ldelim(),t.floats!=null&&t.floats.length){r.uint32(58).fork();for(var n=0;n<t.floats.length;++n)r.float(t.floats[n]);r.ldelim();}if(t.ints!=null&&t.ints.length){r.uint32(66).fork();for(var n=0;n<t.ints.length;++n)r.int64(t.ints[n]);r.ldelim();}if(t.strings!=null&&t.strings.length)for(var n=0;n<t.strings.length;++n)r.uint32(74).bytes(t.strings[n]);if(t.tensors!=null&&t.tensors.length)for(var n=0;n<t.tensors.length;++n)h.onnx.TensorProto.encode(t.tensors[n],r.uint32(82).fork()).ldelim();if(t.graphs!=null&&t.graphs.length)for(var n=0;n<t.graphs.length;++n)h.onnx.GraphProto.encode(t.graphs[n],r.uint32(90).fork()).ldelim();if(t.docString!=null&&Object.hasOwnProperty.call(t,"docString")&&r.uint32(106).string(t.docString),t.tp!=null&&Object.hasOwnProperty.call(t,"tp")&&h.onnx.TypeProto.encode(t.tp,r.uint32(114).fork()).ldelim(),t.typeProtos!=null&&t.typeProtos.length)for(var n=0;n<t.typeProtos.length;++n)h.onnx.TypeProto.encode(t.typeProtos[n],r.uint32(122).fork()).ldelim();if(t.type!=null&&Object.hasOwnProperty.call(t,"type")&&r.uint32(160).int32(t.type),t.refAttrName!=null&&Object.hasOwnProperty.call(t,"refAttrName")&&r.uint32(170).string(t.refAttrName),t.sparseTensor!=null&&Object.hasOwnProperty.call(t,"sparseTensor")&&h.onnx.SparseTensorProto.encode(t.sparseTensor,r.uint32(178).fork()).ldelim(),t.sparseTensors!=null&&t.sparseTensors.length)for(var n=0;n<t.sparseTensors.length;++n)h.onnx.SparseTensorProto.encode(t.sparseTensors[n],r.uint32(186).fork()).ldelim();return r},e.encodeDelimited=function(t,r){return this.encode(t,r).ldelim()},e.decode=function(t,r){t instanceof $||(t=$.create(t));for(var n=r===void 0?t.len:t.pos+r,s=new h.onnx.AttributeProto;t.pos<n;){var a=t.uint32();switch(a>>>3){case 1:{s.name=t.string();break}case 21:{s.refAttrName=t.string();break}case 13:{s.docString=t.string();break}case 20:{s.type=t.int32();break}case 2:{s.f=t.float();break}case 3:{s.i=t.int64();break}case 4:{s.s=t.bytes();break}case 5:{s.t=h.onnx.TensorProto.decode(t,t.uint32());break}case 6:{s.g=h.onnx.GraphProto.decode(t,t.uint32());break}case 22:{s.sparseTensor=h.onnx.SparseTensorProto.decode(t,t.uint32());break}case 14:{s.tp=h.onnx.TypeProto.decode(t,t.uint32());break}case 7:{if(s.floats&&s.floats.length||(s.floats=[]),(a&7)===2)for(var u=t.uint32()+t.pos;t.pos<u;)s.floats.push(t.float());else s.floats.push(t.float());break}case 8:{if(s.ints&&s.ints.length||(s.ints=[]),(a&7)===2)for(var u=t.uint32()+t.pos;t.pos<u;)s.ints.push(t.int64());else s.ints.push(t.int64());break}case 9:{s.strings&&s.strings.length||(s.strings=[]),s.strings.push(t.bytes());break}case 10:{s.tensors&&s.tensors.length||(s.tensors=[]),s.tensors.push(h.onnx.TensorProto.decode(t,t.uint32()));break}case 11:{s.graphs&&s.graphs.length||(s.graphs=[]),s.graphs.push(h.onnx.GraphProto.decode(t,t.uint32()));break}case 23:{s.sparseTensors&&s.sparseTensors.length||(s.sparseTensors=[]),s.sparseTensors.push(h.onnx.SparseTensorProto.decode(t,t.uint32()));break}case 15:{s.typeProtos&&s.typeProtos.length||(s.typeProtos=[]),s.typeProtos.push(h.onnx.TypeProto.decode(t,t.uint32()));break}default:t.skipType(a&7);break}}return s},e.decodeDelimited=function(t){return t instanceof $||(t=new $(t)),this.decode(t,t.uint32())},e.verify=function(t){if(typeof t!="object"||t===null)return "object expected";if(t.name!=null&&t.hasOwnProperty("name")&&!b.isString(t.name))return "name: string expected";if(t.refAttrName!=null&&t.hasOwnProperty("refAttrName")&&!b.isString(t.refAttrName))return "refAttrName: string expected";if(t.docString!=null&&t.hasOwnProperty("docString")&&!b.isString(t.docString))return "docString: string expected";if(t.type!=null&&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 11:case 13:case 6:case 7:case 8:case 9:case 10:case 12:case 14:break}if(t.f!=null&&t.hasOwnProperty("f")&&typeof t.f!="number")return "f: number expected";if(t.i!=null&&t.hasOwnProperty("i")&&!b.isInteger(t.i)&&!(t.i&&b.isInteger(t.i.low)&&b.isInteger(t.i.high)))return "i: integer|Long expected";if(t.s!=null&&t.hasOwnProperty("s")&&!(t.s&&typeof t.s.length=="number"||b.isString(t.s)))return "s: buffer expected";if(t.t!=null&&t.hasOwnProperty("t")){var r=h.onnx.TensorProto.verify(t.t);if(r)return "t."+r}if(t.g!=null&&t.hasOwnProperty("g")){var r=h.onnx.GraphProto.verify(t.g);if(r)return "g."+r}if(t.sparseTensor!=null&&t.hasOwnProperty("sparseTensor")){var r=h.onnx.SparseTensorProto.verify(t.sparseTensor);if(r)return "sparseTensor."+r}if(t.tp!=null&&t.hasOwnProperty("tp")){var r=h.onnx.TypeProto.verify(t.tp);if(r)return "tp."+r}if(t.floats!=null&&t.hasOwnProperty("floats")){if(!Array.isArray(t.floats))return "floats: array expected";for(var n=0;n<t.floats.length;++n)if(typeof t.floats[n]!="number")return "floats: number[] expected"}if(t.ints!=null&&t.hasOwnProperty("ints")){if(!Array.isArray(t.ints))return "ints: array expected";for(var n=0;n<t.ints.length;++n)if(!b.isInteger(t.ints[n])&&!(t.ints[n]&&b.isInteger(t.ints[n].low)&&b.isInteger(t.ints[n].high)))return "ints: integer|Long[] expected"}if(t.strings!=null&&t.hasOwnProperty("strings")){if(!Array.isArray(t.strings))return "strings: array expected";for(var n=0;n<t.strings.length;++n)if(!(t.strings[n]&&typeof t.strings[n].length=="number"||b.isString(t.strings[n])))return "strings: buffer[] expected"}if(t.tensors!=null&&t.hasOwnProperty("tensors")){if(!Array.isArray(t.tensors))return "tensors: array expected";for(var n=0;n<t.tensors.length;++n){var r=h.onnx.TensorProto.verify(t.tensors[n]);if(r)return "tensors."+r}}if(t.graphs!=null&&t.hasOwnProperty("graphs")){if(!Array.isArray(t.graphs))return "graphs: array expected";for(var n=0;n<t.graphs.length;++n){var r=h.onnx.GraphProto.verify(t.graphs[n]);if(r)return "graphs."+r}}if(t.sparseTensors!=null&&t.hasOwnProperty("sparseTensors")){if(!Array.isArray(t.sparseTensors))return "sparseTensors: array expected";for(var n=0;n<t.sparseTensors.length;++n){var r=h.onnx.SparseTensorProto.verify(t.sparseTensors[n]);if(r)return "sparseTensors."+r}}if(t.typeProtos!=null&&t.hasOwnProperty("typeProtos")){if(!Array.isArray(t.typeProtos))return "typeProtos: array expected";for(var n=0;n<t.typeProtos.length;++n){var r=h.onnx.TypeProto.verify(t.typeProtos[n]);if(r)return "typeProtos."+r}}return null},e.fromObject=function(t){if(t instanceof h.onnx.AttributeProto)return t;var r=new h.onnx.AttributeProto;switch(t.name!=null&&(r.name=String(t.name)),t.refAttrName!=null&&(r.refAttrName=String(t.refAttrName)),t.docString!=null&&(r.docString=String(t.docString)),t.type){default:if(typeof t.type=="number"){r.type=t.type;break}break;case "UNDEFINED":case 0:r.type=0;break;case "FLOAT":case 1:r.type=1;break;case "INT":case 2:r.type=2;break;case "STRING":case 3:r.type=3;break;case "TENSOR":case 4:r.type=4;break;case "GRAPH":case 5:r.type=5;break;case "SPARSE_TENSOR":case 11:r.type=11;break;case "TYPE_PROTO":case 13:r.type=13;break;case "FLOATS":case 6:r.type=6;break;case "INTS":case 7:r.type=7;break;case "STRINGS":case 8:r.type=8;break;case "TENSORS":case 9:r.type=9;break;case "GRAPHS":case 10:r.type=10;break;case "SPARSE_TENSORS":case 12:r.type=12;break;case "TYPE_PROTOS":case 14:r.type=14;break}if(t.f!=null&&(r.f=Number(t.f)),t.i!=null&&(b.Long?(r.i=b.Long.fromValue(t.i)).unsigned=false:typeof t.i=="string"?r.i=parseInt(t.i,10):typeof t.i=="number"?r.i=t.i:typeof t.i=="object"&&(r.i=new b.LongBits(t.i.low>>>0,t.i.high>>>0).toNumber())),t.s!=null&&(typeof t.s=="string"?b.base64.decode(t.s,r.s=b.newBuffer(b.base64.length(t.s)),0):t.s.length>=0&&(r.s=t.s)),t.t!=null){if(typeof t.t!="object")throw TypeError(".onnx.AttributeProto.t: object expected");r.t=h.onnx.TensorProto.fromObject(t.t);}if(t.g!=null){if(typeof t.g!="object")throw TypeError(".onnx.AttributeProto.g: object expected");r.g=h.onnx.GraphProto.fromObject(t.g);}if(t.sparseTensor!=null){if(typeof t.sparseTensor!="object")throw TypeError(".onnx.AttributeProto.sparseTensor: object expected");r.sparseTensor=h.onnx.SparseTensorProto.fromObject(t.sparseTensor);}if(t.tp!=null){if(typeof t.tp!="object")throw TypeError(".onnx.AttributeProto.tp: object expected");r.tp=h.onnx.TypeProto.fromObject(t.tp);}if(t.floats){if(!Array.isArray(t.floats))throw TypeError(".onnx.AttributeProto.floats: array expected");r.floats=[];for(var n=0;n<t.floats.length;++n)r.floats[n]=Number(t.floats[n]);}if(t.ints){if(!Array.isArray(t.ints))throw TypeError(".onnx.AttributeProto.ints: array expected");r.ints=[];for(var n=0;n<t.ints.length;++n)b.Long?(r.ints[n]=b.Long.fromValue(t.ints[n])).unsigned=false:typeof t.ints[n]=="string"?r.ints[n]=parseInt(t.ints[n],10):typeof t.ints[n]=="number"?r.ints[n]=t.ints[n]:typeof t.ints[n]=="object"&&(r.ints[n]=new b.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");r.strings=[];for(var n=0;n<t.strings.length;++n)typeof t.strings[n]=="string"?b.base64.decode(t.strings[n],r.strings[n]=b.newBuffer(b.base64.length(t.strings[n])),0):t.strings[n].length>=0&&(r.strings[n]=t.strings[n]);}if(t.tensors){if(!Array.isArray(t.tensors))throw TypeError(".onnx.AttributeProto.tensors: array expected");r.tensors=[];for(var n=0;n<t.tensors.length;++n){if(typeof t.tensors[n]!="object")throw TypeError(".onnx.AttributeProto.tensors: object expected");r.tensors[n]=h.onnx.TensorProto.fromObject(t.tensors[n]);}}if(t.graphs){if(!Array.isArray(t.graphs))throw TypeError(".onnx.AttributeProto.graphs: array expected");r.graphs=[];for(var n=0;n<t.graphs.length;++n){if(typeof t.graphs[n]!="object")throw TypeError(".onnx.AttributeProto.graphs: object expected");r.graphs[n]=h.onnx.GraphProto.fromObject(t.graphs[n]);}}if(t.sparseTensors){if(!Array.isArray(t.sparseTensors))throw TypeError(".onnx.AttributeProto.sparseTensors: array expected");r.sparseTensors=[];for(var n=0;n<t.sparseTensors.length;++n){if(typeof t.sparseTensors[n]!="object")throw TypeError(".onnx.AttributeProto.sparseTensors: object expected");r.sparseTensors[n]=h.onnx.SparseTensorProto.fromObject(t.sparseTensors[n]);}}if(t.typeProtos){if(!Array.isArray(t.typeProtos))throw TypeError(".onnx.AttributeProto.typeProtos: array expected");r.typeProtos=[];for(var n=0;n<t.typeProtos.length;++n){if(typeof t.typeProtos[n]!="object")throw TypeError(".onnx.AttributeProto.typeProtos: object expected");r.typeProtos[n]=h.onnx.TypeProto.fromObject(t.typeProtos[n]);}}return r},e.toObject=function(t,r){r||(r={});var n={};if((r.arrays||r.defaults)&&(n.floats=[],n.ints=[],n.strings=[],n.tensors=[],n.graphs=[],n.typeProtos=[],n.sparseTensors=[]),r.defaults){if(n.name="",n.f=0,b.Long){var s=new b.Long(0,0,false);n.i=r.longs===String?s.toString():r.longs===Number?s.toNumber():s;}else n.i=r.longs===String?"0":0;r.bytes===String?n.s="":(n.s=[],r.bytes!==Array&&(n.s=b.newBuffer(n.s))),n.t=null,n.g=null,n.docString="",n.tp=null,n.type=r.enums===String?"UNDEFINED":0,n.refAttrName="",n.sparseTensor=null;}if(t.name!=null&&t.hasOwnProperty("name")&&(n.name=t.name),t.f!=null&&t.hasOwnProperty("f")&&(n.f=r.json&&!isFinite(t.f)?String(t.f):t.f),t.i!=null&&t.hasOwnProperty("i")&&(typeof t.i=="number"?n.i=r.longs===String?String(t.i):t.i:n.i=r.longs===String?b.Long.prototype.toString.call(t.i):r.longs===Number?new b.LongBits(t.i.low>>>0,t.i.high>>>0).toNumber():t.i),t.s!=null&&t.hasOwnProperty("s")&&(n.s=r.bytes===String?b.base64.encode(t.s,0,t.s.length):r.bytes===Array?Array.prototype.slice.call(t.s):t.s),t.t!=null&&t.hasOwnProperty("t")&&(n.t=h.onnx.TensorProto.toObject(t.t,r)),t.g!=null&&t.hasOwnProperty("g")&&(n.g=h.onnx.GraphProto.toObject(t.g,r)),t.floats&&t.floats.length){n.floats=[];for(var a=0;a<t.floats.length;++a)n.floats[a]=r.json&&!isFinite(t.floats[a])?String(t.floats[a]):t.floats[a];}if(t.ints&&t.ints.length){n.ints=[];for(var a=0;a<t.ints.length;++a)typeof t.ints[a]=="number"?n.ints[a]=r.longs===String?String(t.ints[a]):t.ints[a]:n.ints[a]=r.longs===String?b.Long.prototype.toString.call(t.ints[a]):r.longs===Number?new b.LongBits(t.ints[a].low>>>0,t.ints[a].high>>>0).toNumber():t.ints[a];}if(t.strings&&t.strings.length){n.strings=[];for(var a=0;a<t.strings.length;++a)n.strings[a]=r.bytes===String?b.base64.encode(t.strings[a],0,t.strings[a].length):r.bytes===Array?Array.prototype.slice.call(t.strings[a]):t.strings[a];}if(t.tensors&&t.tensors.length){n.tensors=[];for(var a=0;a<t.tensors.length;++a)n.tensors[a]=h.onnx.TensorProto.toObject(t.tensors[a],r);}if(t.graphs&&t.graphs.length){n.graphs=[];for(var a=0;a<t.graphs.length;++a)n.graphs[a]=h.onnx.GraphProto.toObject(t.graphs[a],r);}if(t.docString!=null&&t.hasOwnProperty("docString")&&(n.docString=t.docString),t.tp!=null&&t.hasOwnProperty("tp")&&(n.tp=h.onnx.TypeProto.toObject(t.tp,r)),t.typeProtos&&t.typeProtos.length){n.typeProtos=[];for(var a=0;a<t.typeProtos.length;++a)n.typeProtos[a]=h.onnx.TypeProto.toObject(t.typeProtos[a],r);}if(t.type!=null&&t.hasOwnProperty("type")&&(n.type=r.enums===String?h.onnx.AttributeProto.AttributeType[t.type]===void 0?t.type:h.onnx.AttributeProto.AttributeType[t.type]:t.type),t.refAttrName!=null&&t.hasOwnProperty("refAttrName")&&(n.refAttrName=t.refAttrName),t.sparseTensor!=null&&t.hasOwnProperty("sparseTensor")&&(n.sparseTensor=h.onnx.SparseTensorProto.toObject(t.sparseTensor,r)),t.sparseTensors&&t.sparseTensors.length){n.sparseTensors=[];for(var a=0;a<t.sparseTensors.length;++a)n.sparseTensors[a]=h.onnx.SparseTensorProto.toObject(t.sparseTensors[a],r);}return n},e.prototype.toJSON=function(){return this.constructor.toObject(this,nt.util.toJSONOptions)},e.getTypeUrl=function(t){return t===void 0&&(t="type.googleapis.com"),t+"/onnx.AttributeProto"},e.AttributeType=function(){var o={},t=Object.create(o);return t[o[0]="UNDEFINED"]=0,t[o[1]="FLOAT"]=1,t[o[2]="INT"]=2,t[o[3]="STRING"]=3,t[o[4]="TENSOR"]=4,t[o[5]="GRAPH"]=5,t[o[11]="SPARSE_TENSOR"]=11,t[o[13]="TYPE_PROTO"]=13,t[o[6]="FLOATS"]=6,t[o[7]="INTS"]=7,t[o[8]="STRINGS"]=8,t[o[9]="TENSORS"]=9,t[o[10]="GRAPHS"]=10,t[o[12]="SPARSE_TENSORS"]=12,t[o[14]="TYPE_PROTOS"]=14,t}(),e}(),i.ValueInfoProto=function(){function e(o){if(o)for(var t=Object.keys(o),r=0;r<t.length;++r)o[t[r]]!=null&&(this[t[r]]=o[t[r]]);}return e.prototype.name="",e.prototype.type=null,e.prototype.docString="",e.create=function(t){return new e(t)},e.encode=function(t,r){return r||(r=pt.create()),t.name!=null&&Object.hasOwnProperty.call(t,"name")&&r.uint32(10).string(t.name),t.type!=null&&Object.hasOwnProperty.call(t,"type")&&h.onnx.TypeProto.encode(t.type,r.uint32(18).fork()).ldelim(),t.docString!=null&&Object.hasOwnProperty.call(t,"docString")&&r.uint32(26).string(t.docString),r},e.encodeDelimited=function(t,r){return this.encode(t,r).ldelim()},e.decode=function(t,r){t instanceof $||(t=$.create(t));for(var n=r===void 0?t.len:t.pos+r,s=new h.onnx.ValueInfoProto;t.pos<n;){var a=t.uint32();switch(a>>>3){case 1:{s.name=t.string();break}case 2:{s.type=h.onnx.TypeProto.decode(t,t.uint32());break}case 3:{s.docString=t.string();break}default:t.skipType(a&7);break}}return s},e.decodeDelimited=function(t){return t instanceof $||(t=new $(t)),this.decode(t,t.uint32())},e.verify=function(t){if(typeof t!="object"||t===null)return "object expected";if(t.name!=null&&t.hasOwnProperty("name")&&!b.isString(t.name))return "name: string expected";if(t.type!=null&&t.hasOwnProperty("type")){var r=h.onnx.TypeProto.verify(t.type);if(r)return "type."+r}return t.docString!=null&&t.hasOwnProperty("docString")&&!b.isString(t.docString)?"docString: string expected":null},e.fromObject=function(t){if(t instanceof h.onnx.ValueInfoProto)return t;var r=new h.onnx.ValueInfoProto;if(t.name!=null&&(r.name=String(t.name)),t.type!=null){if(typeof t.type!="object")throw TypeError(".onnx.ValueInfoProto.type: object expected");r.type=h.onnx.TypeProto.fromObject(t.type);}return t.docString!=null&&(r.docString=String(t.docString)),r},e.toObject=function(t,r){r||(r={});var n={};return r.defaults&&(n.name="",n.type=null,n.docString=""),t.name!=null&&t.hasOwnProperty("name")&&(n.name=t.name),t.type!=null&&t.hasOwnProperty("type")&&(n.type=h.onnx.TypeProto.toObject(t.type,r)),t.docString!=null&&t.hasOwnProperty("docString")&&(n.docString=t.docString),n},e.prototype.toJSON=function(){return this.constructor.toObject(this,nt.util.toJSONOptions)},e.getTypeUrl=function(t){return t===void 0&&(t="type.googleapis.com"),t+"/onnx.ValueInfoProto"},e}(),i.NodeProto=function(){function e(o){if(this.input=[],this.output=[],this.attribute=[],o)for(var t=Object.keys(o),r=0;r<t.length;++r)o[t[r]]!=null&&(this[t[r]]=o[t[r]]);}return e.prototype.input=b.emptyArray,e.prototype.output=b.emptyArray,e.prototype.name="",e.prototype.opType="",e.prototype.domain="",e.prototype.attribute=b.emptyArray,e.prototype.docString="",e.create=function(t){return new e(t)},e.encode=function(t,r){if(r||(r=pt.create()),t.input!=null&&t.input.length)for(var n=0;n<t.input.length;++n)r.uint32(10).string(t.input[n]);if(t.output!=null&&t.output.length)for(var n=0;n<t.output.length;++n)r.uint32(18).string(t.output[n]);if(t.name!=null&&Object.hasOwnProperty.call(t,"name")&&r.uint32(26).string(t.name),t.opType!=null&&Object.hasOwnProperty.call(t,"opType")&&r.uint32(34).string(t.opType),t.attribute!=null&&t.attribute.length)for(var n=0;n<t.attribute.length;++n)h.onnx.AttributeProto.encode(t.attribute[n],r.uint32(42).fork()).ldelim();return t.docString!=null&&Object.hasOwnProperty.call(t,"docString")&&r.uint32(50).string(t.docString),t.domain!=null&&Object.hasOwnProperty.call(t,"domain")&&r.uint32(58).string(t.domain),r},e.encodeDelimited=function(t,r){return this.encode(t,r).ldelim()},e.decode=function(t,r){t instanceof $||(t=$.create(t));for(var n=r===void 0?t.len:t.pos+r,s=new h.onnx.NodeProto;t.pos<n;){var a=t.uint32();switch(a>>>3){case 1:{s.input&&s.input.length||(s.input=[]),s.input.push(t.string());break}case 2:{s.output&&s.output.length||(s.output=[]),s.output.push(t.string());break}case 3:{s.name=t.string();break}case 4:{s.opType=t.string();break}case 7:{s.domain=t.string();break}case 5:{s.attribute&&s.attribute.length||(s.attribute=[]),s.attribute.push(h.onnx.AttributeProto.decode(t,t.uint32()));break}case 6:{s.docString=t.string();break}default:t.skipType(a&7);break}}return s},e.decodeDelimited=function(t){return t instanceof $||(t=new $(t)),this.decode(t,t.uint32())},e.verify=function(t){if(typeof t!="object"||t===null)return "object expected";if(t.input!=null&&t.hasOwnProperty("input")){if(!Array.isArray(t.input))return "input: array expected";for(var r=0;r<t.input.length;++r)if(!b.isString(t.input[r]))return "input: string[] expected"}if(t.output!=null&&t.hasOwnProperty("output")){if(!Array.isArray(t.output))return "output: array expected";for(var r=0;r<t.output.length;++r)if(!b.isString(t.output[r]))return "output: string[] expected"}if(t.name!=null&&t.hasOwnProperty("name")&&!b.isString(t.name))return "name: string expected";if(t.opType!=null&&t.hasOwnProperty("opType")&&!b.isString(t.opType))return "opType: string expected";if(t.domain!=null&&t.hasOwnProperty("domain")&&!b.isString(t.domain))return "domain: string expected";if(t.attribute!=null&&t.hasOwnProperty("attribute")){if(!Array.isArray(t.attribute))return "attribute: array expected";for(var r=0;r<t.attribute.length;++r){var n=h.onnx.AttributeProto.verify(t.attribute[r]);if(n)return "attribute."+n}}return t.docString!=null&&t.hasOwnProperty("docString")&&!b.isString(t.docString)?"docString: string expected":null},e.fromObject=function(t){if(t instanceof h.onnx.NodeProto)return t;var r=new h.onnx.NodeProto;if(t.input){if(!Array.isArray(t.input))throw TypeError(".onnx.NodeProto.input: array expected");r.input=[];for(var n=0;n<t.input.length;++n)r.input[n]=String(t.input[n]);}if(t.output){if(!Array.isArray(t.output))throw TypeError(".onnx.NodeProto.output: array expected");r.output=[];for(var n=0;n<t.output.length;++n)r.output[n]=String(t.output[n]);}if(t.name!=null&&(r.name=String(t.name)),t.opType!=null&&(r.opType=String(t.opType)),t.domain!=null&&(r.domain=String(t.domain)),t.attribute){if(!Array.isArray(t.attribute))throw TypeError(".onnx.NodeProto.attribute: array expected");r.attribute=[];for(var n=0;n<t.attribute.length;++n){if(typeof t.attribute[n]!="object")throw TypeError(".onnx.NodeProto.attribute: object expected");r.attribute[n]=h.onnx.AttributeProto.fromObject(t.attribute[n]);}}return t.docString!=null&&(r.docString=String(t.docString)),r},e.toObject=function(t,r){r||(r={});var n={};if((r.arrays||r.defaults)&&(n.input=[],n.output=[],n.attribute=[]),r.defaults&&(n.name="",n.opType="",n.docString="",n.domain=""),t.input&&t.input.length){n.input=[];for(var s=0;s<t.input.length;++s)n.input[s]=t.input[s];}if(t.output&&t.output.length){n.output=[];for(var s=0;s<t.output.length;++s)n.output[s]=t.output[s];}if(t.name!=null&&t.hasOwnProperty("name")&&(n.name=t.name),t.opType!=null&&t.hasOwnProperty("opType")&&(n.opType=t.opType),t.attribute&&t.attribute.length){n.attribute=[];for(var s=0;s<t.attribute.length;++s)n.attribute[s]=h.onnx.AttributeProto.toObject(t.attribute[s],r);}return t.docString!=null&&t.hasOwnProperty("docString")&&(n.docString=t.docString),t.domain!=null&&t.hasOwnProperty("domain")&&(n.domain=t.domain),n},e.prototype.toJSON=function(){return this.constructor.toObject(this,nt.util.toJSONOptions)},e.getTypeUrl=function(t){return t===void 0&&(t="type.googleapis.com"),t+"/onnx.NodeProto"},e}(),i.TrainingInfoProto=function(){function e(o){if(this.initializationBinding=[],this.updateBinding=[],o)for(var t=Object.keys(o),r=0;r<t.length;++r)o[t[r]]!=null&&(this[t[r]]=o[t[r]]);}return e.prototype.initialization=null,e.prototype.algorithm=null,e.prototype.initializationBinding=b.emptyArray,e.prototype.updateBinding=b.emptyArray,e.create=function(t){return new e(t)},e.encode=function(t,r){if(r||(r=pt.create()),t.initialization!=null&&Object.hasOwnProperty.call(t,"initialization")&&h.onnx.GraphProto.encode(t.initialization,r.uint32(10).fork()).ldelim(),t.algorithm!=null&&Object.hasOwnProperty.call(t,"algorithm")&&h.onnx.GraphProto.encode(t.algorithm,r.uint32(18).fork()).ldelim(),t.initializationBinding!=null&&t.initializationBinding.length)for(var n=0;n<t.initializationBinding.length;++n)h.onnx.StringStringEntryProto.encode(t.initializationBinding[n],r.uint32(26).fork()).ldelim();if(t.updateBinding!=null&&t.updateBinding.length)for(var n=0;n<t.updateBinding.length;++n)h.onnx.StringStringEntryProto.encode(t.updateBinding[n],r.uint32(34).fork()).ldelim();return r},e.encodeDelimited=function(t,r){return this.encode(t,r).ldelim()},e.decode=function(t,r){t instanceof $||(t=$.create(t));for(var n=r===void 0?t.len:t.pos+r,s=new h.onnx.TrainingInfoProto;t.pos<n;){var a=t.uint32();switch(a>>>3){case 1:{s.initialization=h.onnx.GraphProto.decode(t,t.uint32());break}case 2:{s.algorithm=h.onnx.GraphProto.decode(t,t.uint32());break}case 3:{s.initializationBinding&&s.initializationBinding.length||(s.initializationBinding=[]),s.initializationBinding.push(h.onnx.StringStringEntryProto.decode(t,t.uint32()));break}case 4:{s.updateBinding&&s.updateBinding.length||(s.updateBinding=[]),s.updateBinding.push(h.onnx.StringStringEntryProto.decode(t,t.uint32()));break}default:t.skipType(a&7);break}}return s},e.decodeDelimited=function(t){return t instanceof $||(t=new $(t)),this.decode(t,t.uint32())},e.verify=function(t){if(typeof t!="object"||t===null)return "object expected";if(t.initialization!=null&&t.hasOwnProperty("initialization")){var r=h.onnx.GraphProto.verify(t.initialization);if(r)return "initialization."+r}if(t.algorithm!=null&&t.hasOwnProperty("algorithm")){var r=h.onnx.GraphProto.verify(t.algorithm);if(r)return "algorithm."+r}if(t.initializationBinding!=null&&t.hasOwnProperty("initializationBinding")){if(!Array.isArray(t.initializationBinding))return "initializationBinding: array expected";for(var n=0;n<t.initializationBinding.length;++n){var r=h.onnx.StringStringEntryProto.verify(t.initializationBinding[n]);if(r)return "initializationBinding."+r}}if(t.updateBinding!=null&&t.hasOwnProperty("updateBinding")){if(!Array.isArray(t.updateBinding))return "updateBinding: array expected";for(var n=0;n<t.updateBinding.length;++n){var r=h.onnx.StringStringEntryProto.verify(t.updateBinding[n]);if(r)return "updateBinding."+r}}return null},e.fromObject=function(t){if(t instanceof h.onnx.TrainingInfoProto)return t;var r=new h.onnx.TrainingInfoProto;if(t.initialization!=null){if(typeof t.initialization!="object")throw TypeError(".onnx.TrainingInfoProto.initialization: object expected");r.initialization=h.onnx.GraphProto.fromObject(t.initialization);}if(t.algorithm!=null){if(typeof t.algorithm!="object")throw TypeError(".onnx.TrainingInfoProto.algorithm: object expected");r.algorithm=h.onnx.GraphProto.fromObject(t.algorithm);}if(t.initializationBinding){if(!Array.isArray(t.initializationBinding))throw TypeError(".onnx.TrainingInfoProto.initializationBinding: array expected");r.initializationBinding=[];for(var n=0;n<t.initializationBinding.length;++n){if(typeof t.initializationBinding[n]!="object")throw TypeError(".onnx.TrainingInfoProto.initializationBinding: object expected");r.initializationBinding[n]=h.onnx.StringStringEntryProto.fromObject(t.initializationBinding[n]);}}if(t.updateBinding){if(!Array.isArray(t.updateBinding))throw TypeError(".onnx.TrainingInfoProto.updateBinding: array expected");r.updateBinding=[];for(var n=0;n<t.updateBinding.length;++n){if(typeof t.updateBinding[n]!="object")throw TypeError(".onnx.TrainingInfoProto.updateBinding: object expected");r.updateBinding[n]=h.onnx.StringStringEntryProto.fromObject(t.updateBinding[n]);}}return r},e.toObject=function(t,r){r||(r={});var n={};if((r.arrays||r.defaults)&&(n.initializationBinding=[],n.updateBinding=[]),r.defaults&&(n.initialization=null,n.algorithm=null),t.initialization!=null&&t.hasOwnProperty("initialization")&&(n.initialization=h.onnx.GraphProto.toObject(t.initialization,r)),t.algorithm!=null&&t.hasOwnProperty("algorithm")&&(n.algorithm=h.onnx.GraphProto.toObject(t.algorithm,r)),t.initializationBinding&&t.initializationBinding.length){n.initializationBinding=[];for(var s=0;s<t.initializationBinding.length;++s)n.initializationBinding[s]=h.onnx.StringStringEntryProto.toObject(t.initializationBinding[s],r);}if(t.updateBinding&&t.updateBinding.length){n.updateBinding=[];for(var s=0;s<t.updateBinding.length;++s)n.updateBinding[s]=h.onnx.StringStringEntryProto.toObject(t.updateBinding[s],r);}return n},e.prototype.toJSON=function(){return this.constructor.toObject(this,nt.util.toJSONOptions)},e.getTypeUrl=function(t){return t===void 0&&(t="type.googleapis.com"),t+"/onnx.TrainingInfoProto"},e}(),i.ModelProto=function(){function e(o){if(this.opsetImport=[],this.metadataProps=[],this.trainingInfo=[],this.functions=[],o)for(var t=Object.keys(o),r=0;r<t.length;++r)o[t[r]]!=null&&(this[t[r]]=o[t[r]]);}return e.prototype.irVersion=b.Long?b.Long.fromBits(0,0,false):0,e.prototype.opsetImport=b.emptyArray,e.prototype.producerName="",e.prototype.producerVersion="",e.prototype.domain="",e.prototype.modelVersion=b.Long?b.Long.fromBits(0,0,false):0,e.prototype.docString="",e.prototype.graph=null,e.prototype.metadataProps=b.emptyArray,e.prototype.trainingInfo=b.emptyArray,e.prototype.functions=b.emptyArray,e.create=function(t){return new e(t)},e.encode=function(t,r){if(r||(r=pt.create()),t.irVersion!=null&&Object.hasOwnProperty.call(t,"irVersion")&&r.uint32(8).int64(t.irVersion),t.producerName!=null&&Object.hasOwnProperty.call(t,"producerName")&&r.uint32(18).string(t.producerName),t.producerVersion!=null&&Object.hasOwnProperty.call(t,"producerVersion")&&r.uint32(26).string(t.producerVersion),t.domain!=null&&Object.hasOwnProperty.call(t,"domain")&&r.uint32(34).string(t.domain),t.modelVersion!=null&&Object.hasOwnProperty.call(t,"modelVersion")&&r.uint32(40).int64(t.modelVersion),t.docString!=null&&Object.hasOwnProperty.call(t,"docString")&&r.uint32(50).string(t.docString),t.graph!=null&&Object.hasOwnProperty.call(t,"graph")&&h.onnx.GraphProto.encode(t.graph,r.uint32(58).fork()).ldelim(),t.opsetImport!=null&&t.opsetImport.length)for(var n=0;n<t.opsetImport.length;++n)h.onnx.OperatorSetIdProto.encode(t.opsetImport[n],r.uint32(66).fork()).ldelim();if(t.metadataProps!=null&&t.metadataProps.length)for(var n=0;n<t.metadataProps.length;++n)h.onnx.StringStringEntryProto.encode(t.metadataProps[n],r.uint32(114).fork()).ldelim();if(t.trainingInfo!=null&&t.trainingInfo.length)for(var n=0;n<t.trainingInfo.length;++n)h.onnx.TrainingInfoProto.encode(t.trainingInfo[n],r.uint32(162).fork()).ldelim();if(t.functions!=null&&t.functions.length)for(var n=0;n<t.functions.length;++n)h.onnx.FunctionProto.encode(t.functions[n],r.uint32(202).fork()).ldelim();return r},e.encodeDelimited=function(t,r){return this.encode(t,r).ldelim()},e.decode=function(t,r){t instanceof $||(t=$.create(t));for(var n=r===void 0?t.len:t.pos+r,s=new h.onnx.ModelProto;t.pos<n;){var a=t.uint32();switch(a>>>3){case 1:{s.irVersion=t.int64();break}case 8:{s.opsetImport&&s.opsetImport.length||(s.opsetImport=[]),s.opsetImport.push(h.onnx.OperatorSetIdProto.decode(t,t.uint32()));break}case 2:{s.producerName=t.string();break}case 3:{s.producerVersion=t.string();break}case 4:{s.domain=t.string();break}case 5:{s.modelVersion=t.int64();break}case 6:{s.docString=t.string();break}case 7:{s.graph=h.onnx.GraphProto.decode(t,t.uint32());break}case 14:{s.metadataProps&&s.metadataProps.length||(s.metadataProps=[]),s.metadataProps.push(h.onnx.StringStringEntryProto.decode(t,t.uint32()));break}case 20:{s.trainingInfo&&s.trainingInfo.length||(s.trainingInfo=[]),s.trainingInfo.push(h.onnx.TrainingInfoProto.decode(t,t.uint32()));break}case 25:{s.functions&&s.functions.length||(s.functions=[]),s.functions.push(h.onnx.FunctionProto.decode(t,t.uint32()));break}default:t.skipType(a&7);break}}return s},e.decodeDelimited=function(t){return t instanceof $||(t=new $(t)),this.decode(t,t.uint32())},e.verify=function(t){if(typeof t!="object"||t===null)return "object expected";if(t.irVersion!=null&&t.hasOwnProperty("irVersion")&&!b.isInteger(t.irVersion)&&!(t.irVersion&&b.isInteger(t.irVersion.low)&&b.isInteger(t.irVersion.high)))return "irVersion: integer|Long expected";if(t.opsetImport!=null&&t.hasOwnProperty("opsetImport")){if(!Array.isArray(t.opsetImport))return "opsetImport: array expected";for(var r=0;r<t.opsetImport.length;++r){var n=h.onnx.OperatorSetIdProto.verify(t.opsetImport[r]);if(n)return "opsetImport."+n}}if(t.producerName!=null&&t.hasOwnProperty("producerName")&&!b.isString(t.producerName))return "producerName: string expected";if(t.producerVersion!=null&&t.hasOwnProperty("producerVersion")&&!b.isString(t.producerVersion))return "producerVersion: string expected";if(t.domain!=null&&t.hasOwnProperty("domain")&&!b.isString(t.domain))return "domain: string expected";if(t.modelVersion!=null&&t.hasOwnProperty("modelVersion")&&!b.isInteger(t.modelVersion)&&!(t.modelVersion&&b.isInteger(t.modelVersion.low)&&b.isInteger(t.modelVersion.high)))return "modelVersion: integer|Long expected";if(t.docString!=null&&t.hasOwnProperty("docString")&&!b.isString(t.docString))return "docString: string expected";if(t.graph!=null&&t.hasOwnProperty("graph")){var n=h.onnx.GraphProto.verify(t.graph);if(n)return "graph."+n}if(t.metadataProps!=null&&t.hasOwnProperty("metadataProps")){if(!Array.isArray(t.metadataProps))return "metadataProps: array expected";for(var r=0;r<t.metadataProps.length;++r){var n=h.onnx.StringStringEntryProto.verify(t.metadataProps[r]);if(n)return "metadataProps."+n}}if(t.trainingInfo!=null&&t.hasOwnProperty("trainingInfo")){if(!Array.isArray(t.trainingInfo))return "trainingInfo: array expected";for(var r=0;r<t.trainingInfo.length;++r){var n=h.onnx.TrainingInfoProto.verify(t.trainingInfo[r]);if(n)return "trainingInfo."+n}}if(t.functions!=null&&t.hasOwnProperty("functions")){if(!Array.isArray(t.functions))return "functions: array expected";for(var r=0;r<t.functions.length;++r){var n=h.onnx.FunctionProto.verify(t.functions[r]);if(n)return "functions."+n}}return null},e.fromObject=function(t){if(t instanceof h.onnx.ModelProto)return t;var r=new h.onnx.ModelProto;if(t.irVersion!=null&&(b.Long?(r.irVersion=b.Long.fromValue(t.irVersion)).unsigned=false:typeof t.irVersion=="string"?r.irVersion=parseInt(t.irVersion,10):typeof t.irVersion=="number"?r.irVersion=t.irVersion:typeof t.irVersion=="object"&&(r.irVersion=new b.LongBits(t.irVersion.low>>>0,t.irVersion.high>>>0).toNumber())),t.opsetImport){if(!Array.isArray(t.opsetImport))throw TypeError(".onnx.ModelProto.opsetImport: array expected");r.opsetImport=[];for(var n=0;n<t.opsetImport.length;++n){if(typeof t.opsetImport[n]!="object")throw TypeError(".onnx.ModelProto.opsetImport: object expected");r.opsetImport[n]=h.onnx.OperatorSetIdProto.fromObject(t.opsetImport[n]);}}if(t.producerName!=null&&(r.producerName=String(t.producerName)),t.producerVersion!=null&&(r.producerVersion=String(t.producerVersion)),t.domain!=null&&(r.domain=String(t.domain)),t.modelVersion!=null&&(b.Long?(r.modelVersion=b.Long.fromValue(t.modelVersion)).unsigned=false:typeof t.modelVersion=="string"?r.modelVersion=parseInt(t.modelVersion,10):typeof t.modelVersion=="number"?r.modelVersion=t.modelVersion:typeof t.modelVersion=="object"&&(r.modelVersion=new b.LongBits(t.modelVersion.low>>>0,t.modelVersion.high>>>0).toNumber())),t.docString!=null&&(r.docString=String(t.docString)),t.graph!=null){if(typeof t.graph!="object")throw TypeError(".onnx.ModelProto.graph: object expected");r.graph=h.onnx.GraphProto.fromObject(t.graph);}if(t.metadataProps){if(!Array.isArray(t.metadataProps))throw TypeError(".onnx.ModelProto.metadataProps: array expected");r.metadataProps=[];for(var n=0;n<t.metadataProps.length;++n){if(typeof t.metadataProps[n]!="object")throw TypeError(".onnx.ModelProto.metadataProps: object expected");r.metadataProps[n]=h.onnx.StringStringEntryProto.fromObject(t.metadataProps[n]);}}if(t.trainingInfo){if(!Array.isArray(t.trainingInfo))throw TypeError(".onnx.ModelProto.trainingInfo: array expected");r.trainingInfo=[];for(var n=0;n<t.trainingInfo.length;++n){if(typeof t.trainingInfo[n]!="object")throw TypeError(".onnx.ModelProto.trainingInfo: object expected");r.trainingInfo[n]=h.onnx.TrainingInfoProto.fromObject(t.trainingInfo[n]);}}if(t.functions){if(!Array.isArray(t.functions))throw TypeError(".onnx.ModelProto.functions: array expected");r.functions=[];for(var n=0;n<t.functions.length;++n){if(typeof t.functions[n]!="object")throw TypeError(".onnx.ModelProto.functions: object expected");r.functions[n]=h.onnx.FunctionProto.fromObject(t.functions[n]);}}return r},e.toObject=function(t,r){r||(r={});var n={};if((r.arrays||r.defaults)&&(n.opsetImport=[],n.metadataProps=[],n.trainingInfo=[],n.functions=[]),r.defaults){if(b.Long){var s=new b.Long(0,0,false);n.irVersion=r.longs===String?s.toString():r.longs===Number?s.toNumber():s;}else n.irVersion=r.longs===String?"0":0;if(n.producerName="",n.producerVersion="",n.domain="",b.Long){var s=new b.Long(0,0,false);n.modelVersion=r.longs===String?s.toString():r.longs===Number?s.toNumber():s;}else n.modelVersion=r.longs===String?"0":0;n.docString="",n.graph=null;}if(t.irVersion!=null&&t.hasOwnProperty("irVersion")&&(typeof t.irVersion=="number"?n.irVersion=r.longs===String?String(t.irVersion):t.irVersion:n.irVersion=r.longs===String?b.Long.prototype.toString.call(t.irVersion):r.longs===Number?new b.LongBits(t.irVersion.low>>>0,t.irVersion.high>>>0).toNumber():t.irVersion),t.producerName!=null&&t.hasOwnProperty("producerName")&&(n.producerName=t.producerName),t.producerVersion!=null&&t.hasOwnProperty("producerVersion")&&(n.producerVersion=t.producerVersion),t.domain!=null&&t.hasOwnProperty("domain")&&(n.domain=t.domain),t.modelVersion!=null&&t.hasOwnProperty("modelVersion")&&(typeof t.modelVersion=="number"?n.modelVersion=r.longs===String?String(t.modelVersion):t.modelVersion:n.modelVersion=r.longs===String?b.Long.prototype.toString.call(t.modelVersion):r.longs===Number?new b.LongBits(t.modelVersion.low>>>0,t.modelVersion.high>>>0).toNumber():t.modelVersion),t.docString!=null&&t.hasOwnProperty("docString")&&(n.docString=t.docString),t.graph!=null&&t.hasOwnProperty("graph")&&(n.graph=h.onnx.GraphProto.toObject(t.graph,r)),t.opsetImport&&t.opsetImport.length){n.opsetImport=[];for(var a=0;a<t.opsetImport.length;++a)n.opsetImport[a]=h.onnx.OperatorSetIdProto.toObject(t.opsetImport[a],r);}if(t.metadataProps&&t.metadataProps.length){n.metadataProps=[];for(var a=0;a<t.metadataProps.length;++a)n.metadataProps[a]=h.onnx.StringStringEntryProto.toObject(t.metadataProps[a],r);}if(t.trainingInfo&&t.trainingInfo.length){n.trainingInfo=[];for(var a=0;a<t.trainingInfo.length;++a)n.trainingInfo[a]=h.onnx.TrainingInfoProto.toObject(t.trainingInfo[a],r);}if(t.functions&&t.functions.length){n.functions=[];for(var a=0;a<t.functions.length;++a)n.functions[a]=h.onnx.FunctionProto.toObject(t.functions[a],r);}return n},e.prototype.toJSON=function(){return this.constructor.toObject(this,nt.util.toJSONOptions)},e.getTypeUrl=function(t){return t===void 0&&(t="type.googleapis.com"),t+"/onnx.ModelProto"},e}(),i.StringStringEntryProto=function(){function e(o){if(o)for(var t=Object.keys(o),r=0;r<t.length;++r)o[t[r]]!=null&&(this[t[r]]=o[t[r]]);}return e.prototype.key="",e.prototype.value="",e.create=function(t){return new e(t)},e.encode=function(t,r){return r||(r=pt.create()),t.key!=null&&Object.hasOwnProperty.call(t,"key")&&r.uint32(10).string(t.key),t.value!=null&&Object.hasOwnProperty.call(t,"value")&&r.uint32(18).string(t.value),r},e.encodeDelimited=function(t,r){return this.encode(t,r).ldelim()},e.decode=function(t,r){t instanceof $||(t=$.create(t));for(var n=r===void 0?t.len:t.pos+r,s=new h.onnx.StringStringEntryProto;t.pos<n;){var a=t.uint32();switch(a>>>3){case 1:{s.key=t.string();break}case 2:{s.value=t.string();break}default:t.skipType(a&7);break}}return s},e.decodeDelimited=function(t){return t instanceof $||(t=new $(t)),this.decode(t,t.uint32())},e.verify=function(t){return typeof t!="object"||t===null?"object expected":t.key!=null&&t.hasOwnProperty("key")&&!b.isString(t.key)?"key: string expected":t.value!=null&&t.hasOwnProperty("value")&&!b.isString(t.value)?"value: string expected":null},e.fromObject=function(t){if(t instanceof h.onnx.StringStringEntryProto)return t;var r=new h.onnx.StringStringEntryProto;return t.key!=null&&(r.key=String(t.key)),t.value!=null&&(r.value=String(t.value)),r},e.toObject=function(t,r){r||(r={});var n={};return r.defaults&&(n.key="",n.value=""),t.key!=null&&t.hasOwnProperty("key")&&(n.key=t.key),t.value!=null&&t.hasOwnProperty("value")&&(n.value=t.value),n},e.prototype.toJSON=function(){return this.constructor.toObject(this,nt.util.toJSONOptions)},e.getTypeUrl=function(t){return t===void 0&&(t="type.googleapis.com"),t+"/onnx.StringStringEntryProto"},e}(),i.TensorAnnotation=function(){function e(o){if(this.quantParameterTensorNames=[],o)for(var t=Object.keys(o),r=0;r<t.length;++r)o[t[r]]!=null&&(this[t[r]]=o[t[r]]);}return e.prototype.tensorName="",e.prototype.quantParameterTensorNames=b.emptyArray,e.create=function(t){return new e(t)},e.encode=function(t,r){if(r||(r=pt.create()),t.tensorName!=null&&Object.hasOwnProperty.call(t,"tensorName")&&r.uint32(10).string(t.tensorName),t.quantParameterTensorNames!=null&&t.quantParameterTensorNames.length)for(var n=0;n<t.quantParameterTensorNames.length;++n)h.onnx.StringStringEntryProto.encode(t.quantParameterTensorNames[n],r.uint32(18).fork()).ldelim();return r},e.encodeDelimited=function(t,r){return this.encode(t,r).ldelim()},e.decode=function(t,r){t instanceof $||(t=$.create(t));for(var n=r===void 0?t.len:t.pos+r,s=new h.onnx.TensorAnnotation;t.pos<n;){var a=t.uint32();switch(a>>>3){case 1:{s.tensorName=t.string();break}case 2:{s.quantParameterTensorNames&&s.quantParameterTensorNames.length||(s.quantParameterTensorNames=[]),s.quantParameterTensorNames.push(h.onnx.StringStringEntryProto.decode(t,t.uint32()));break}default:t.skipType(a&7);break}}return s},e.decodeDelimited=function(t){return t instanceof $||(t=new $(t)),this.decode(t,t.uint32())},e.verify=function(t){if(typeof t!="object"||t===null)return "object expected";if(t.tensorName!=null&&t.hasOwnProperty("tensorName")&&!b.isString(t.tensorName))return "tensorName: string expected";if(t.quantParameterTensorNames!=null&&t.hasOwnProperty("quantParameterTensorNames")){if(!Array.isArray(t.quantParameterTensorNames))return "quantParameterTensorNames: array expected";for(var r=0;r<t.quantParameterTensorNames.length;++r){var n=h.onnx.StringStringEntryProto.verify(t.quantParameterTensorNames[r]);if(n)return "quantParameterTensorNames."+n}}return null},e.fromObject=function(t){if(t instanceof h.onnx.TensorAnnotation)return t;var r=new h.onnx.TensorAnnotation;if(t.tensorName!=null&&(r.tensorName=String(t.tensorName)),t.quantParameterTensorNames){if(!Array.isArray(t.quantParameterTensorNames))throw TypeError(".onnx.TensorAnnotation.quantParameterTensorNames: array expected");r.quantParameterTensorNames=[];for(var n=0;n<t.quantParameterTensorNames.length;++n){if(typeof t.quantParameterTensorNames[n]!="object")throw TypeError(".onnx.TensorAnnotation.quantParameterTensorNames: object expected");r.quantParameterTensorNames[n]=h.onnx.StringStringEntryProto.fromObject(t.quantParameterTensorNames[n]);}}return r},e.toObject=function(t,r){r||(r={});var n={};if((r.arrays||r.defaults)&&(n.quantParameterTensorNames=[]),r.defaults&&(n.tensorName=""),t.tensorName!=null&&t.hasOwnProperty("tensorName")&&(n.tensorName=t.tensorName),t.quantParameterTensorNames&&t.quantParameterTensorNames.length){n.quantParameterTensorNames=[];for(var s=0;s<t.quantParameterTensorNames.length;++s)n.quantParameterTensorNames[s]=h.onnx.StringStringEntryProto.toObject(t.quantParameterTensorNames[s],r);}return n},e.prototype.toJSON=function(){return this.constructor.toObject(this,nt.util.toJSONOptions)},e.getTypeUrl=function(t){return t===void 0&&(t="type.googleapis.com"),t+"/onnx.TensorAnnotation"},e}(),i.GraphProto=function(){function e(o){if(this.node=[],this.initializer=[],this.sparseInitializer=[],this.input=[],this.output=[],this.valueInfo=[],this.quantizationAnnotation=[],o)for(var t=Object.keys(o),r=0;r<t.length;++r)o[t[r]]!=null&&(this[t[r]]=o[t[r]]);}return e.prototype.node=b.emptyArray,e.prototype.name="",e.prototype.initializer=b.emptyArray,e.prototype.sparseInitializer=b.emptyArray,e.prototype.docString="",e.prototype.input=b.emptyArray,e.prototype.output=b.emptyArray,e.prototype.valueInfo=b.emptyArray,e.prototype.quantizationAnnotation=b.emptyArray,e.create=function(t){return new e(t)},e.encode=function(t,r){if(r||(r=pt.create()),t.node!=null&&t.node.length)for(var n=0;n<t.node.length;++n)h.onnx.NodeProto.encode(t.node[n],r.uint32(10).fork()).ldelim();if(t.name!=null&&Object.hasOwnProperty.call(t,"name")&&r.uint32(18).string(t.name),t.initializer!=null&&t.initializer.length)for(var n=0;n<t.initializer.length;++n)h.onnx.TensorProto.encode(t.initializer[n],r.uint32(42).fork()).ldelim();if(t.docString!=null&&Object.hasOwnProperty.call(t,"docString")&&r.uint32(82).string(t.docString),t.input!=null&&t.input.length)for(var n=0;n<t.input.length;++n)h.onnx.ValueInfoProto.encode(t.input[n],r.uint32(90).fork()).ldelim();if(t.output!=null&&t.output.length)for(var n=0;n<t.output.length;++n)h.onnx.ValueInfoProto.encode(t.output[n],r.uint32(98).fork()).ldelim();if(t.valueInfo!=null&&t.valueInfo.length)for(var n=0;n<t.valueInfo.length;++n)h.onnx.ValueInfoProto.encode(t.valueInfo[n],r.uint32(106).fork()).ldelim();if(t.quantizationAnnotation!=null&&t.quantizationAnnotation.length)for(var n=0;n<t.quantizationAnnotation.length;++n)h.onnx.TensorAnnotation.encode(t.quantizationAnnotation[n],r.uint32(114).fork()).ldelim();if(t.sparseInitializer!=null&&t.sparseInitializer.length)for(var n=0;n<t.sparseInitializer.length;++n)h.onnx.SparseTensorProto.encode(t.sparseInitializer[n],r.uint32(122).fork()).ldelim();return r},e.encodeDelimited=function(t,r){return this.encode(t,r).ldelim()},e.decode=function(t,r){t instanceof $||(t=$.create(t));for(var n=r===void 0?t.len:t.pos+r,s=new h.onnx.GraphProto;t.pos<n;){var a=t.uint32();switch(a>>>3){case 1:{s.node&&s.node.length||(s.node=[]),s.node.push(h.onnx.NodeProto.decode(t,t.uint32()));break}case 2:{s.name=t.string();break}case 5:{s.initializer&&s.initializer.length||(s.initializer=[]),s.initializer.push(h.onnx.TensorProto.decode(t,t.uint32()));break}case 15:{s.sparseInitializer&&s.sparseInitializer.length||(s.sparseInitializer=[]),s.sparseInitializer.push(h.onnx.SparseTensorProto.decode(t,t.uint32()));break}case 10:{s.docString=t.string();break}case 11:{s.input&&s.input.length||(s.input=[]),s.input.push(h.onnx.ValueInfoProto.decode(t,t.uint32()));break}case 12:{s.output&&s.output.length||(s.output=[]),s.output.push(h.onnx.ValueInfoProto.decode(t,t.uint32()));break}case 13:{s.valueInfo&&s.valueInfo.length||(s.valueInfo=[]),s.valueInfo.push(h.onnx.ValueInfoProto.decode(t,t.uint32()));break}case 14:{s.quantizationAnnotation&&s.quantizationAnnotation.length||(s.quantizationAnnotation=[]),s.quantizationAnnotation.push(h.onnx.TensorAnnotation.decode(t,t.uint32()));break}default:t.skipType(a&7);break}}return s},e.decodeDelimited=function(t){return t instanceof $||(t=new $(t)),this.decode(t,t.uint32())},e.verify=function(t){if(typeof t!="object"||t===null)return "object expected";if(t.node!=null&&t.hasOwnProperty("node")){if(!Array.isArray(t.node))return "node: array expected";for(var r=0;r<t.node.length;++r){var n=h.onnx.NodeProto.verify(t.node[r]);if(n)return "node."+n}}if(t.name!=null&&t.hasOwnProperty("name")&&!b.isString(t.name))return "name: string expected";if(t.initializer!=null&&t.hasOwnProperty("initializer")){if(!Array.isArray(t.initializer))return "initializer: array expected";for(var r=0;r<t.initializer.length;++r){var n=h.onnx.TensorProto.verify(t.initializer[r]);if(n)return "initializer."+n}}if(t.sparseInitializer!=null&&t.hasOwnProperty("sparseInitializer")){if(!Array.isArray(t.sparseInitializer))return "sparseInitializer: array expected";for(var r=0;r<t.sparseInitializer.length;++r){var n=h.onnx.SparseTensorProto.verify(t.sparseInitializer[r]);if(n)return "sparseInitializer."+n}}if(t.docString!=null&&t.hasOwnProperty("docString")&&!b.isString(t.docString))return "docString: string expected";if(t.input!=null&&t.hasOwnProperty("input")){if(!Array.isArray(t.input))return "input: array expected";for(var r=0;r<t.input.length;++r){var n=h.onnx.ValueInfoProto.verify(t.input[r]);if(n)return "input."+n}}if(t.output!=null&&t.hasOwnProperty("output")){if(!Array.isArray(t.output))return "output: array expected";for(var r=0;r<t.output.length;++r){var n=h.onnx.ValueInfoProto.verify(t.output[r]);if(n)return "output."+n}}if(t.valueInfo!=null&&t.hasOwnProperty("valueInfo")){if(!Array.isArray(t.valueInfo))return "valueInfo: array expected";for(var r=0;r<t.valueInfo.length;++r){var n=h.onnx.ValueInfoProto.verify(t.valueInfo[r]);if(n)return "valueInfo."+n}}if(t.quantizationAnnotation!=null&&t.hasOwnProperty("quantizationAnnotation")){if(!Array.isArray(t.quantizationAnnotation))return "quantizationAnnotation: array expected";for(var r=0;r<t.quantizationAnnotation.length;++r){var n=h.onnx.TensorAnnotation.verify(t.quantizationAnnotation[r]);if(n)return "quantizationAnnotation."+n}}return null},e.fromObject=function(t){if(t instanceof h.onnx.GraphProto)return t;var r=new h.onnx.GraphProto;if(t.node){if(!Array.isArray(t.node))throw TypeError(".onnx.GraphProto.node: array expected");r.node=[];for(var n=0;n<t.node.length;++n){if(typeof t.node[n]!="object")throw TypeError(".onnx.GraphProto.node: object expected");r.node[n]=h.onnx.NodeProto.fromObject(t.node[n]);}}if(t.name!=null&&(r.name=String(t.name)),t.initializer){if(!Array.isArray(t.initializer))throw TypeError(".onnx.GraphProto.initializer: array expected");r.initializer=[];for(var n=0;n<t.initializer.length;++n){if(typeof t.initializer[n]!="object")throw TypeError(".onnx.GraphProto.initializer: object expected");r.initializer[n]=h.onnx.TensorProto.fromObject(t.initializer[n]);}}if(t.sparseInitializer){if(!Array.isArray(t.sparseInitializer))throw TypeError(".onnx.GraphProto.sparseInitializer: array expected");r.sparseInitializer=[];for(var n=0;n<t.sparseInitializer.length;++n){if(typeof t.sparseInitializer[n]!="object")throw TypeError(".onnx.GraphProto.sparseInitializer: object expected");r.sparseInitializer[n]=h.onnx.SparseTensorProto.fromObject(t.sparseInitializer[n]);}}if(t.docString!=null&&(r.docString=String(t.docString)),t.input){if(!Array.isArray(t.input))throw TypeError(".onnx.GraphProto.input: array expected");r.input=[];for(var n=0;n<t.input.length;++n){if(typeof t.input[n]!="object")throw TypeError(".onnx.GraphProto.input: object expected");r.input[n]=h.onnx.ValueInfoProto.fromObject(t.input[n]);}}if(t.output){if(!Array.isArray(t.output))throw TypeError(".onnx.GraphProto.output: array expected");r.output=[];for(var n=0;n<t.output.length;++n){if(typeof t.output[n]!="object")throw TypeError(".onnx.GraphProto.output: object expected");r.output[n]=h.onnx.ValueInfoProto.fromObject(t.output[n]);}}if(t.valueInfo){if(!Array.isArray(t.valueInfo))throw TypeError(".onnx.GraphProto.valueInfo: array expected");r.valueInfo=[];for(var n=0;n<t.valueInfo.length;++n){if(typeof t.valueInfo[n]!="object")throw TypeError(".onnx.GraphProto.valueInfo: object expected");r.valueInfo[n]=h.onnx.ValueInfoProto.fromObject(t.valueInfo[n]);}}if(t.quantizationAnnotation){if(!Array.isArray(t.quantizationAnnotation))throw TypeError(".onnx.GraphProto.quantizationAnnotation: array expected");r.quantizationAnnotation=[];for(var n=0;n<t.quantizationAnnotation.length;++n){if(typeof t.quantizationAnnotation[n]!="object")throw TypeError(".onnx.GraphProto.quantizationAnnotation: object expected");r.quantizationAnnotation[n]=h.onnx.TensorAnnotation.fromObject(t.quantizationAnnotation[n]);}}return r},e.toObject=function(t,r){r||(r={});var n={};if((r.arrays||r.defaults)&&(n.node=[],n.initializer=[],n.input=[],n.output=[],n.valueInfo=[],n.quantizationAnnotation=[],n.sparseInitializer=[]),r.defaults&&(n.name="",n.docString=""),t.node&&t.node.length){n.node=[];for(var s=0;s<t.node.length;++s)n.node[s]=h.onnx.NodeProto.toObject(t.node[s],r);}if(t.name!=null&&t.hasOwnProperty("name")&&(n.name=t.name),t.initializer&&t.initializer.length){n.initializer=[];for(var s=0;s<t.initializer.length;++s)n.initializer[s]=h.onnx.TensorProto.toObject(t.initializer[s],r);}if(t.docString!=null&&t.hasOwnProperty("docString")&&(n.docString=t.docString),t.input&&t.input.length){n.input=[];for(var s=0;s<t.input.length;++s)n.input[s]=h.onnx.ValueInfoProto.toObject(t.input[s],r);}if(t.output&&t.output.length){n.output=[];for(var s=0;s<t.output.length;++s)n.output[s]=h.onnx.ValueInfoProto.toObject(t.output[s],r);}if(t.valueInfo&&t.valueInfo.length){n.valueInfo=[];for(var s=0;s<t.valueInfo.length;++s)n.valueInfo[s]=h.onnx.ValueInfoProto.toObject(t.valueInfo[s],r);}if(t.quantizationAnnotation&&t.quantizationAnnotation.length){n.quantizationAnnotation=[];for(var s=0;s<t.quantizationAnnotation.length;++s)n.quantizationAnnotation[s]=h.onnx.TensorAnnotation.toObject(t.quantizationAnnotation[s],r);}if(t.sparseInitializer&&t.sparseInitializer.length){n.sparseInitializer=[];for(var s=0;s<t.sparseInitializer.length;++s)n.sparseInitializer[s]=h.onnx.SparseTensorProto.toObject(t.sparseInitializer[s],r);}return n},e.prototype.toJSON=function(){return this.constructor.toObject(this,nt.util.toJSONOptions)},e.getTypeUrl=function(t){return t===void 0&&(t="type.googleapis.com"),t+"/onnx.GraphProto"},e}(),i.TensorProto=function(){function e(o){if(this.dims=[],this.floatData=[],this.int32Data=[],this.stringData=[],this.int64Data=[],this.externalData=[],this.doubleData=[],this.uint64Data=[],o)for(var t=Object.keys(o),r=0;r<t.length;++r)o[t[r]]!=null&&(this[t[r]]=o[t[r]]);}return e.prototype.dims=b.emptyArray,e.prototype.dataType=0,e.prototype.segment=null,e.prototype.floatData=b.emptyArray,e.prototype.int32Data=b.emptyArray,e.prototype.stringData=b.emptyArray,e.prototype.int64Data=b.emptyArray,e.prototype.name="",e.prototype.docString="",e.prototype.rawData=b.newBuffer([]),e.prototype.externalData=b.emptyArray,e.prototype.dataLocation=0,e.prototype.doubleData=b.emptyArray,e.prototype.uint64Data=b.emptyArray,e.create=function(t){return new e(t)},e.encode=function(t,r){if(r||(r=pt.create()),t.dims!=null&&t.dims.length){r.uint32(10).fork();for(var n=0;n<t.dims.length;++n)r.int64(t.dims[n]);r.ldelim();}if(t.dataType!=null&&Object.hasOwnProperty.call(t,"dataType")&&r.uint32(16).int32(t.dataType),t.segment!=null&&Object.hasOwnProperty.call(t,"segment")&&h.onnx.TensorProto.Segment.encode(t.segment,r.uint32(26).fork()).ldelim(),t.floatData!=null&&t.floatData.length){r.uint32(34).fork();for(var n=0;n<t.floatData.length;++n)r.float(t.floatData[n]);r.ldelim();}if(t.int32Data!=null&&t.int32Data.length){r.uint32(42).fork();for(var n=0;n<t.int32Data.length;++n)r.int32(t.int32Data[n]);r.ldelim();}if(t.stringData!=null&&t.stringData.length)for(var n=0;n<t.stringData.length;++n)r.uint32(50).bytes(t.stringData[n]);if(t.int64Data!=null&&t.int64Data.length){r.uint32(58).fork();for(var n=0;n<t.int64Data.length;++n)r.int64(t.int64Data[n]);r.ldelim();}if(t.name!=null&&Object.hasOwnProperty.call(t,"name")&&r.uint32(66).string(t.name),t.rawData!=null&&Object.hasOwnProperty.call(t,"rawData")&&r.uint32(74).bytes(t.rawData),t.doubleData!=null&&t.doubleData.length){r.uint32(82).fork();for(var n=0;n<t.doubleData.length;++n)r.double(t.doubleData[n]);r.ldelim();}if(t.uint64Data!=null&&t.uint64Data.length){r.uint32(90).fork();for(var n=0;n<t.uint64Data.length;++n)r.uint64(t.uint64Data[n]);r.ldelim();}if(t.docString!=null&&Object.hasOwnProperty.call(t,"docString")&&r.uint32(98).string(t.docString),t.externalData!=null&&t.externalData.length)for(var n=0;n<t.externalData.length;++n)h.onnx.StringStringEntryProto.encode(t.externalData[n],r.uint32(106).fork()).ldelim();return t.dataLocation!=null&&Object.hasOwnProperty.call(t,"dataLocation")&&r.uint32(112).int32(t.dataLocation),r},e.encodeDelimited=function(t,r){return this.encode(t,r).ldelim()},e.decode=function(t,r){t instanceof $||(t=$.create(t));for(var n=r===void 0?t.len:t.pos+r,s=new h.onnx.TensorProto;t.pos<n;){var a=t.uint32();switch(a>>>3){case 1:{if(s.dims&&s.dims.length||(s.dims=[]),(a&7)===2)for(var u=t.uint32()+t.pos;t.pos<u;)s.dims.push(t.int64());else s.dims.push(t.int64());break}case 2:{s.dataType=t.int32();break}case 3:{s.segment=h.onnx.TensorProto.Segment.decode(t,t.uint32());break}case 4:{if(s.floatData&&s.floatData.length||(s.floatData=[]),(a&7)===2)for(var u=t.uint32()+t.pos;t.pos<u;)s.floatData.push(t.float());else s.floatData.push(t.float());break}case 5:{if(s.int32Data&&s.int32Data.length||(s.int32Data=[]),(a&7)===2)for(var u=t.uint32()+t.pos;t.pos<u;)s.int32Data.push(t.int32());else s.int32Data.push(t.int32());break}case 6:{s.stringData&&s.stringData.length||(s.stringData=[]),s.stringData.push(t.bytes());break}case 7:{if(s.int64Data&&s.int64Data.length||(s.int64Data=[]),(a&7)===2)for(var u=t.uint32()+t.pos;t.pos<u;)s.int64Data.push(t.int64());else s.int64Data.push(t.int64());break}case 8:{s.name=t.string();break}case 12:{s.docString=t.string();break}case 9:{s.rawData=t.bytes();break}case 13:{s.externalData&&s.externalData.length||(s.externalData=[]),s.externalData.push(h.onnx.StringStringEntryProto.decode(t,t.uint32()));break}case 14:{s.dataLocation=t.int32();break}case 10:{if(s.doubleData&&s.doubleData.length||(s.doubleData=[]),(a&7)===2)for(var u=t.uint32()+t.pos;t.pos<u;)s.doubleData.push(t.double());else s.doubleData.push(t.double());break}case 11:{if(s.uint64Data&&s.uint64Data.length||(s.uint64Data=[]),(a&7)===2)for(var u=t.uint32()+t.pos;t.pos<u;)s.uint64Data.push(t.uint64());else s.uint64Data.push(t.uint64());break}default:t.skipType(a&7);break}}return s},e.decodeDelimited=function(t){return t instanceof $||(t=new $(t)),this.decode(t,t.uint32())},e.verify=function(t){if(typeof t!="object"||t===null)return "object expected";if(t.dims!=null&&t.hasOwnProperty("dims")){if(!Array.isArray(t.dims))return "dims: array expected";for(var r=0;r<t.dims.length;++r)if(!b.isInteger(t.dims[r])&&!(t.dims[r]&&b.isInteger(t.dims[r].low)&&b.isInteger(t.dims[r].high)))return "dims: integer|Long[] expected"}if(t.dataType!=null&&t.hasOwnProperty("dataType")&&!b.isInteger(t.dataType))return "dataType: integer expected";if(t.segment!=null&&t.hasOwnProperty("segment")){var n=h.onnx.TensorProto.Segment.verify(t.segment);if(n)return "segment."+n}if(t.floatData!=null&&t.hasOwnProperty("floatData")){if(!Array.isArray(t.floatData))return "floatData: array expected";for(var r=0;r<t.floatData.length;++r)if(typeof t.floatData[r]!="number")return "floatData: number[] expected"}if(t.int32Data!=null&&t.hasOwnProperty("int32Data")){if(!Array.isArray(t.int32Data))return "int32Data: array expected";for(var r=0;r<t.int32Data.length;++r)if(!b.isInteger(t.int32Data[r]))return "int32Data: integer[] expected"}if(t.stringData!=null&&t.hasOwnProperty("stringData")){if(!Array.isArray(t.stringData))return "stringData: array expected";for(var r=0;r<t.stringData.length;++r)if(!(t.stringData[r]&&typeof t.stringData[r].length=="number"||b.isString(t.stringData[r])))return "stringData: buffer[] expected"}if(t.int64Data!=null&&t.hasOwnProperty("int64Data")){if(!Array.isArray(t.int64Data))return "int64Data: array expected";for(var r=0;r<t.int64Data.length;++r)if(!b.isInteger(t.int64Data[r])&&!(t.int64Data[r]&&b.isInteger(t.int64Data[r].low)&&b.isInteger(t.int64Data[r].high)))return "int64Data: integer|Long[] expected"}if(t.name!=null&&t.hasOwnProperty("name")&&!b.isString(t.name))return "name: string expected";if(t.docString!=null&&t.hasOwnProperty("docString")&&!b.isString(t.docString))return "docString: string expected";if(t.rawData!=null&&t.hasOwnProperty("rawData")&&!(t.rawData&&typeof t.rawData.length=="number"||b.isString(t.rawData)))return "rawData: buffer expected";if(t.externalData!=null&&t.hasOwnProperty("externalData")){if(!Array.isArray(t.externalData))return "externalData: array expected";for(var r=0;r<t.externalData.length;++r){var n=h.onnx.StringStringEntryProto.verify(t.externalData[r]);if(n)return "externalData."+n}}if(t.dataLocation!=null&&t.hasOwnProperty("dataLocation"))switch(t.dataLocation){default:return "dataLocation: enum value expected";case 0:case 1:break}if(t.doubleData!=null&&t.hasOwnProperty("doubleData")){if(!Array.isArray(t.doubleData))return "doubleData: array expected";for(var r=0;r<t.doubleData.length;++r)if(typeof t.doubleData[r]!="number")return "doubleData: number[] expected"}if(t.uint64Data!=null&&t.hasOwnProperty("uint64Data")){if(!Array.isArray(t.uint64Data))return "uint64Data: array expected";for(var r=0;r<t.uint64Data.length;++r)if(!b.isInteger(t.uint64Data[r])&&!(t.uint64Data[r]&&b.isInteger(t.uint64Data[r].low)&&b.isInteger(t.uint64Data[r].high)))return "uint64Data: integer|Long[] expected"}return null},e.fromObject=function(t){if(t instanceof h.onnx.TensorProto)return t;var r=new h.onnx.TensorProto;if(t.dims){if(!Array.isArray(t.dims))throw TypeError(".onnx.TensorProto.dims: array expected");r.dims=[];for(var n=0;n<t.dims.length;++n)b.Long?(r.dims[n]=b.Long.fromValue(t.dims[n])).unsigned=false:typeof t.dims[n]=="string"?r.dims[n]=parseInt(t.dims[n],10):typeof t.dims[n]=="number"?r.dims[n]=t.dims[n]:typeof t.dims[n]=="object"&&(r.dims[n]=new b.LongBits(t.dims[n].low>>>0,t.dims[n].high>>>0).toNumber());}if(t.dataType!=null&&(r.dataType=t.dataType|0),t.segment!=null){if(typeof t.segment!="object")throw TypeError(".onnx.TensorProto.segment: object expected");r.segment=h.onnx.TensorProto.Segment.fromObject(t.segment);}if(t.floatData){if(!Array.isArray(t.floatData))throw TypeError(".onnx.TensorProto.floatData: array expected");r.floatData=[];for(var n=0;n<t.floatData.length;++n)r.floatData[n]=Number(t.floatData[n]);}if(t.int32Data){if(!Array.isArray(t.int32Data))throw TypeError(".onnx.TensorProto.int32Data: array expected");r.int32Data=[];for(var n=0;n<t.int32Data.length;++n)r.int32Data[n]=t.int32Data[n]|0;}if(t.stringData){if(!Array.isArray(t.stringData))throw TypeError(".onnx.TensorProto.stringData: array expected");r.stringData=[];for(var n=0;n<t.stringData.length;++n)typeof t.stringData[n]=="string"?b.base64.decode(t.stringData[n],r.stringData[n]=b.newBuffer(b.base64.length(t.stringData[n])),0):t.stringData[n].length>=0&&(r.stringData[n]=t.stringData[n]);}if(t.int64Data){if(!Array.isArray(t.int64Data))throw TypeError(".onnx.TensorProto.int64Data: array expected");r.int64Data=[];for(var n=0;n<t.int64Data.length;++n)b.Long?(r.int64Data[n]=b.Long.fromValue(t.int64Data[n])).unsigned=false:typeof t.int64Data[n]=="string"?r.int64Data[n]=parseInt(t.int64Data[n],10):typeof t.int64Data[n]=="number"?r.int64Data[n]=t.int64Data[n]:typeof t.int64Data[n]=="object"&&(r.int64Data[n]=new b.LongBits(t.int64Data[n].low>>>0,t.int64Data[n].high>>>0).toNumber());}if(t.name!=null&&(r.name=String(t.name)),t.docString!=null&&(r.docString=String(t.docString)),t.rawData!=null&&(typeof t.rawData=="string"?b.base64.decode(t.rawData,r.rawData=b.newBuffer(b.base64.length(t.rawData)),0):t.rawData.length>=0&&(r.rawData=t.rawData)),t.externalData){if(!Array.isArray(t.externalData))throw TypeError(".onnx.TensorProto.externalData: array expected");r.externalData=[];for(var n=0;n<t.externalData.length;++n){if(typeof t.externalData[n]!="object")throw TypeError(".onnx.TensorProto.externalData: object expected");r.externalData[n]=h.onnx.StringStringEntryProto.fromObject(t.externalData[n]);}}switch(t.dataLocation){default:if(typeof t.dataLocation=="number"){r.dataLocation=t.dataLocation;break}break;case "DEFAULT":case 0:r.dataLocation=0;break;case "EXTERNAL":case 1:r.dataLocation=1;break}if(t.doubleData){if(!Array.isArray(t.doubleData))throw TypeError(".onnx.TensorProto.doubleData: array expected");r.doubleData=[];for(var n=0;n<t.doubleData.length;++n)r.doubleData[n]=Number(t.doubleData[n]);}if(t.uint64Data){if(!Array.isArray(t.uint64Data))throw TypeError(".onnx.TensorProto.uint64Data: array expected");r.uint64Data=[];for(var n=0;n<t.uint64Data.length;++n)b.Long?(r.uint64Data[n]=b.Long.fromValue(t.uint64Data[n])).unsigned=true:typeof t.uint64Data[n]=="string"?r.uint64Data[n]=parseInt(t.uint64Data[n],10):typeof t.uint64Data[n]=="number"?r.uint64Data[n]=t.uint64Data[n]:typeof t.uint64Data[n]=="object"&&(r.uint64Data[n]=new b.LongBits(t.uint64Data[n].low>>>0,t.uint64Data[n].high>>>0).toNumber(true));}return r},e.toObject=function(t,r){r||(r={});var n={};if((r.arrays||r.defaults)&&(n.dims=[],n.floatData=[],n.int32Data=[],n.stringData=[],n.int64Data=[],n.doubleData=[],n.uint64Data=[],n.externalData=[]),r.defaults&&(n.dataType=0,n.segment=null,n.name="",r.bytes===String?n.rawData="":(n.rawData=[],r.bytes!==Array&&(n.rawData=b.newBuffer(n.rawData))),n.docString="",n.dataLocation=r.enums===String?"DEFAULT":0),t.dims&&t.dims.length){n.dims=[];for(var s=0;s<t.dims.length;++s)typeof t.dims[s]=="number"?n.dims[s]=r.longs===String?String(t.dims[s]):t.dims[s]:n.dims[s]=r.longs===String?b.Long.prototype.toString.call(t.dims[s]):r.longs===Number?new b.LongBits(t.dims[s].low>>>0,t.dims[s].high>>>0).toNumber():t.dims[s];}if(t.dataType!=null&&t.hasOwnProperty("dataType")&&(n.dataType=t.dataType),t.segment!=null&&t.hasOwnProperty("segment")&&(n.segment=h.onnx.TensorProto.Segment.toObject(t.segment,r)),t.floatData&&t.floatData.length){n.floatData=[];for(var s=0;s<t.floatData.length;++s)n.floatData[s]=r.json&&!isFinite(t.floatData[s])?String(t.floatData[s]):t.floatData[s];}if(t.int32Data&&t.int32Data.length){n.int32Data=[];for(var s=0;s<t.int32Data.length;++s)n.int32Data[s]=t.int32Data[s];}if(t.stringData&&t.stringData.length){n.stringData=[];for(var s=0;s<t.stringData.length;++s)n.stringData[s]=r.bytes===String?b.base64.encode(t.stringData[s],0,t.stringData[s].length):r.bytes===Array?Array.prototype.slice.call(t.stringData[s]):t.stringData[s];}if(t.int64Data&&t.int64Data.length){n.int64Data=[];for(var s=0;s<t.int64Data.length;++s)typeof t.int64Data[s]=="number"?n.int64Data[s]=r.longs===String?String(t.int64Data[s]):t.int64Data[s]:n.int64Data[s]=r.longs===String?b.Long.prototype.toString.call(t.int64Data[s]):r.longs===Number?new b.LongBits(t.int64Data[s].low>>>0,t.int64Data[s].high>>>0).toNumber():t.int64Data[s];}if(t.name!=null&&t.hasOwnProperty("name")&&(n.name=t.name),t.rawData!=null&&t.hasOwnProperty("rawData")&&(n.rawData=r.bytes===String?b.base64.encode(t.rawData,0,t.rawData.length):r.bytes===Array?Array.prototype.slice.call(t.rawData):t.rawData),t.doubleData&&t.doubleData.length){n.doubleData=[];for(var s=0;s<t.doubleData.length;++s)n.doubleData[s]=r.json&&!isFinite(t.doubleData[s])?String(t.doubleData[s]):t.doubleData[s];}if(t.uint64Data&&t.uint64Data.length){n.uint64Data=[];for(var s=0;s<t.uint64Data.length;++s)typeof t.uint64Data[s]=="number"?n.uint64Data[s]=r.longs===String?String(t.uint64Data[s]):t.uint64Data[s]:n.uint64Data[s]=r.longs===String?b.Long.prototype.toString.call(t.uint64Data[s]):r.longs===Number?new b.LongBits(t.uint64Data[s].low>>>0,t.uint64Data[s].high>>>0).toNumber(true):t.uint64Data[s];}if(t.docString!=null&&t.hasOwnProperty("docString")&&(n.docString=t.docString),t.externalData&&t.externalData.length){n.externalData=[];for(var s=0;s<t.externalData.length;++s)n.externalData[s]=h.onnx.StringStringEntryProto.toObject(t.externalData[s],r);}return t.dataLocation!=null&&t.hasOwnProperty("dataLocation")&&(n.dataLocation=r.enums===String?h.onnx.TensorProto.DataLocation[t.dataLocation]===void 0?t.dataLocation:h.onnx.TensorProto.DataLocation[t.dataLocation]:t.dataLocation),n},e.prototype.toJSON=function(){return this.constructor.toObject(this,nt.util.toJSONOptions)},e.getTypeUrl=function(t){return t===void 0&&(t="type.googleapis.com"),t+"/onnx.TensorProto"},e.DataType=function(){var o={},t=Object.create(o);return t[o[0]="UNDEFINED"]=0,t[o[1]="FLOAT"]=1,t[o[2]="UINT8"]=2,t[o[3]="INT8"]=3,t[o[4]="UINT16"]=4,t[o[5]="INT16"]=5,t[o[6]="INT32"]=6,t[o[7]="INT64"]=7,t[o[8]="STRING"]=8,t[o[9]="BOOL"]=9,t[o[10]="FLOAT16"]=10,t[o[11]="DOUBLE"]=11,t[o[12]="UINT32"]=12,t[o[13]="UINT64"]=13,t[o[14]="COMPLEX64"]=14,t[o[15]="COMPLEX128"]=15,t[o[16]="BFLOAT16"]=16,t[o[17]="FLOAT8E4M3FN"]=17,t[o[18]="FLOAT8E4M3FNUZ"]=18,t[o[19]="FLOAT8E5M2"]=19,t[o[20]="FLOAT8E5M2FNUZ"]=20,t}(),e.Segment=function(){function o(t){if(t)for(var r=Object.keys(t),n=0;n<r.length;++n)t[r[n]]!=null&&(this[r[n]]=t[r[n]]);}return o.prototype.begin=b.Long?b.Long.fromBits(0,0,false):0,o.prototype.end=b.Long?b.Long.fromBits(0,0,false):0,o.create=function(r){return new o(r)},o.encode=function(r,n){return n||(n=pt.create()),r.begin!=null&&Object.hasOwnProperty.call(r,"begin")&&n.uint32(8).int64(r.begin),r.end!=null&&Object.hasOwnProperty.call(r,"end")&&n.uint32(16).int64(r.end),n},o.encodeDelimited=function(r,n){return this.encode(r,n).ldelim()},o.decode=function(r,n){r instanceof $||(r=$.create(r));for(var s=n===void 0?r.len:r.pos+n,a=new h.onnx.TensorProto.Segment;r.pos<s;){var u=r.uint32();switch(u>>>3){case 1:{a.begin=r.int64();break}case 2:{a.end=r.int64();break}default:r.skipType(u&7);break}}return a},o.decodeDelimited=function(r){return r instanceof $||(r=new $(r)),this.decode(r,r.uint32())},o.verify=function(r){return typeof r!="object"||r===null?"object expected":r.begin!=null&&r.hasOwnProperty("begin")&&!b.isInteger(r.begin)&&!(r.begin&&b.isInteger(r.begin.low)&&b.isInteger(r.begin.high))?"begin: integer|Long expected":r.end!=null&&r.hasOwnProperty("end")&&!b.isInteger(r.end)&&!(r.end&&b.isInteger(r.end.low)&&b.isInteger(r.end.high))?"end: integer|Long expected":null},o.fromObject=function(r){if(r instanceof h.onnx.TensorProto.Segment)return r;var n=new h.onnx.TensorProto.Segment;return r.begin!=null&&(b.Long?(n.begin=b.Long.fromValue(r.begin)).unsigned=false:typeof r.begin=="string"?n.begin=parseInt(r.begin,10):typeof r.begin=="number"?n.begin=r.begin:typeof r.begin=="object"&&(n.begin=new b.LongBits(r.begin.low>>>0,r.begin.high>>>0).toNumber())),r.end!=null&&(b.Long?(n.end=b.Long.fromValue(r.end)).unsigned=false:typeof r.end=="string"?n.end=parseInt(r.end,10):typeof r.end=="number"?n.end=r.end:typeof r.end=="object"&&(n.end=new b.LongBits(r.end.low>>>0,r.end.high>>>0).toNumber())),n},o.toObject=function(r,n){n||(n={});var s={};if(n.defaults){if(b.Long){var a=new b.Long(0,0,false);s.begin=n.longs===String?a.toString():n.longs===Number?a.toNumber():a;}else s.begin=n.longs===String?"0":0;if(b.Long){var a=new b.Long(0,0,false);s.end=n.longs===String?a.toString():n.longs===Number?a.toNumber():a;}else s.end=n.longs===String?"0":0;}return r.begin!=null&&r.hasOwnProperty("begin")&&(typeof r.begin=="number"?s.begin=n.longs===String?String(r.begin):r.begin:s.begin=n.longs===String?b.Long.prototype.toString.call(r.begin):n.longs===Number?new b.LongBits(r.begin.low>>>0,r.begin.high>>>0).toNumber():r.begin),r.end!=null&&r.hasOwnProperty("end")&&(typeof r.end=="number"?s.end=n.longs===String?String(r.end):r.end:s.end=n.longs===String?b.Long.prototype.toString.call(r.end):n.longs===Number?new b.LongBits(r.end.low>>>0,r.end.high>>>0).toNumber():r.end),s},o.prototype.toJSON=function(){return this.constructor.toObject(this,nt.util.toJSONOptions)},o.getTypeUrl=function(r){return r===void 0&&(r="type.googleapis.com"),r+"/onnx.TensorProto.Segment"},o}(),e.DataLocation=function(){var o={},t=Object.create(o);return t[o[0]="DEFAULT"]=0,t[o[1]="EXTERNAL"]=1,t}(),e}(),i.SparseTensorProto=function(){function e(o){if(this.dims=[],o)for(var t=Object.keys(o),r=0;r<t.length;++r)o[t[r]]!=null&&(this[t[r]]=o[t[r]]);}return e.prototype.values=null,e.prototype.indices=null,e.prototype.dims=b.emptyArray,e.create=function(t){return new e(t)},e.encode=function(t,r){if(r||(r=pt.create()),t.values!=null&&Object.hasOwnProperty.call(t,"values")&&h.onnx.TensorProto.encode(t.values,r.uint32(10).fork()).ldelim(),t.indices!=null&&Object.hasOwnProperty.call(t,"indices")&&h.onnx.TensorProto.encode(t.indices,r.uint32(18).fork()).ldelim(),t.dims!=null&&t.dims.length){r.uint32(26).fork();for(var n=0;n<t.dims.length;++n)r.int64(t.dims[n]);r.ldelim();}return r},e.encodeDelimited=function(t,r){return this.encode(t,r).ldelim()},e.decode=function(t,r){t instanceof $||(t=$.create(t));for(var n=r===void 0?t.len:t.pos+r,s=new h.onnx.SparseTensorProto;t.pos<n;){var a=t.uint32();switch(a>>>3){case 1:{s.values=h.onnx.TensorProto.decode(t,t.uint32());break}case 2:{s.indices=h.onnx.TensorProto.decode(t,t.uint32());break}case 3:{if(s.dims&&s.dims.length||(s.dims=[]),(a&7)===2)for(var u=t.uint32()+t.pos;t.pos<u;)s.dims.push(t.int64());else s.dims.push(t.int64());break}default:t.skipType(a&7);break}}return s},e.decodeDelimited=function(t){return t instanceof $||(t=new $(t)),this.decode(t,t.uint32())},e.verify=function(t){if(typeof t!="object"||t===null)return "object expected";if(t.values!=null&&t.hasOwnProperty("values")){var r=h.onnx.TensorProto.verify(t.values);if(r)return "values."+r}if(t.indices!=null&&t.hasOwnProperty("indices")){var r=h.onnx.TensorProto.verify(t.indices);if(r)return "indices."+r}if(t.dims!=null&&t.hasOwnProperty("dims")){if(!Array.isArray(t.dims))return "dims: array expected";for(var n=0;n<t.dims.length;++n)if(!b.isInteger(t.dims[n])&&!(t.dims[n]&&b.isInteger(t.dims[n].low)&&b.isInteger(t.dims[n].high)))return "dims: integer|Long[] expected"}return null},e.fromObject=function(t){if(t instanceof h.onnx.SparseTensorProto)return t;var r=new h.onnx.SparseTensorProto;if(t.values!=null){if(typeof t.values!="object")throw TypeError(".onnx.SparseTensorProto.values: object expected");r.values=h.onnx.TensorProto.fromObject(t.values);}if(t.indices!=null){if(typeof t.indices!="object")throw TypeError(".onnx.SparseTensorProto.indices: object expected");r.indices=h.onnx.TensorProto.fromObject(t.indices);}if(t.dims){if(!Array.isArray(t.dims))throw TypeError(".onnx.SparseTensorProto.dims: array expected");r.dims=[];for(var n=0;n<t.dims.length;++n)b.Long?(r.dims[n]=b.Long.fromValue(t.dims[n])).unsigned=false:typeof t.dims[n]=="string"?r.dims[n]=parseInt(t.dims[n],10):typeof t.dims[n]=="number"?r.dims[n]=t.dims[n]:typeof t.dims[n]=="object"&&(r.dims[n]=new b.LongBits(t.dims[n].low>>>0,t.dims[n].high>>>0).toNumber());}return r},e.toObject=function(t,r){r||(r={});var n={};if((r.arrays||r.defaults)&&(n.dims=[]),r.defaults&&(n.values=null,n.indices=null),t.values!=null&&t.hasOwnProperty("values")&&(n.values=h.onnx.TensorProto.toObject(t.values,r)),t.indices!=null&&t.hasOwnProperty("indices")&&(n.indices=h.onnx.TensorProto.toObject(t.indices,r)),t.dims&&t.dims.length){n.dims=[];for(var s=0;s<t.dims.length;++s)typeof t.dims[s]=="number"?n.dims[s]=r.longs===String?String(t.dims[s]):t.dims[s]:n.dims[s]=r.longs===String?b.Long.prototype.toString.call(t.dims[s]):r.longs===Number?new b.LongBits(t.dims[s].low>>>0,t.dims[s].high>>>0).toNumber():t.dims[s];}return n},e.prototype.toJSON=function(){return this.constructor.toObject(this,nt.util.toJSONOptions)},e.getTypeUrl=function(t){return t===void 0&&(t="type.googleapis.com"),t+"/onnx.SparseTensorProto"},e}(),i.TensorShapeProto=function(){function e(o){if(this.dim=[],o)for(var t=Object.keys(o),r=0;r<t.length;++r)o[t[r]]!=null&&(this[t[r]]=o[t[r]]);}return e.prototype.dim=b.emptyArray,e.create=function(t){return new e(t)},e.encode=function(t,r){if(r||(r=pt.create()),t.dim!=null&&t.dim.length)for(var n=0;n<t.dim.length;++n)h.onnx.TensorShapeProto.Dimension.encode(t.dim[n],r.uint32(10).fork()).ldelim();return r},e.encodeDelimited=function(t,r){return this.encode(t,r).ldelim()},e.decode=function(t,r){t instanceof $||(t=$.create(t));for(var n=r===void 0?t.len:t.pos+r,s=new h.onnx.TensorShapeProto;t.pos<n;){var a=t.uint32();switch(a>>>3){case 1:{s.dim&&s.dim.length||(s.dim=[]),s.dim.push(h.onnx.TensorShapeProto.Dimension.decode(t,t.uint32()));break}default:t.skipType(a&7);break}}return s},e.decodeDelimited=function(t){return t instanceof $||(t=new $(t)),this.decode(t,t.uint32())},e.verify=function(t){if(typeof t!="object"||t===null)return "object expected";if(t.dim!=null&&t.hasOwnProperty("dim")){if(!Array.isArray(t.dim))return "dim: array expected";for(var r=0;r<t.dim.length;++r){var n=h.onnx.TensorShapeProto.Dimension.verify(t.dim[r]);if(n)return "dim."+n}}return null},e.fromObject=function(t){if(t instanceof h.onnx.TensorShapeProto)return t;var r=new h.onnx.TensorShapeProto;if(t.dim){if(!Array.isArray(t.dim))throw TypeError(".onnx.TensorShapeProto.dim: array expected");r.dim=[];for(var n=0;n<t.dim.length;++n){if(typeof t.dim[n]!="object")throw TypeError(".onnx.TensorShapeProto.dim: object expected");r.dim[n]=h.onnx.TensorShapeProto.Dimension.fromObject(t.dim[n]);}}return r},e.toObject=function(t,r){r||(r={});var n={};if((r.arrays||r.defaults)&&(n.dim=[]),t.dim&&t.dim.length){n.dim=[];for(var s=0;s<t.dim.length;++s)n.dim[s]=h.onnx.TensorShapeProto.Dimension.toObject(t.dim[s],r);}return n},e.prototype.toJSON=function(){return this.constructor.toObject(this,nt.util.toJSONOptions)},e.getTypeUrl=function(t){return t===void 0&&(t="type.googleapis.com"),t+"/onnx.TensorShapeProto"},e.Dimension=function(){function o(r){if(r)for(var n=Object.keys(r),s=0;s<n.length;++s)r[n[s]]!=null&&(this[n[s]]=r[n[s]]);}o.prototype.dimValue=null,o.prototype.dimParam=null,o.prototype.denotation="";var t;return Object.defineProperty(o.prototype,"value",{get:b.oneOfGetter(t=["dimValue","dimParam"]),set:b.oneOfSetter(t)}),o.create=function(n){return new o(n)},o.encode=function(n,s){return s||(s=pt.create()),n.dimValue!=null&&Object.hasOwnProperty.call(n,"dimValue")&&s.uint32(8).int64(n.dimValue),n.dimParam!=null&&Object.hasOwnProperty.call(n,"dimParam")&&s.uint32(18).string(n.dimParam),n.denotation!=null&&Object.hasOwnProperty.call(n,"denotation")&&s.uint32(26).string(n.denotation),s},o.encodeDelimited=function(n,s){return this.encode(n,s).ldelim()},o.decode=function(n,s){n instanceof $||(n=$.create(n));for(var a=s===void 0?n.len:n.pos+s,u=new h.onnx.TensorShapeProto.Dimension;n.pos<a;){var l=n.uint32();switch(l>>>3){case 1:{u.dimValue=n.int64();break}case 2:{u.dimParam=n.string();break}case 3:{u.denotation=n.string();break}default:n.skipType(l&7);break}}return u},o.decodeDelimited=function(n){return n instanceof $||(n=new $(n)),this.decode(n,n.uint32())},o.verify=function(n){if(typeof n!="object"||n===null)return "object expected";var s={};if(n.dimValue!=null&&n.hasOwnProperty("dimValue")&&(s.value=1,!b.isInteger(n.dimValue)&&!(n.dimValue&&b.isInteger(n.dimValue.low)&&b.isInteger(n.dimValue.high))))return "dimValue: integer|Long expected";if(n.dimParam!=null&&n.hasOwnProperty("dimParam")){if(s.value===1)return "value: multiple values";if(s.value=1,!b.isString(n.dimParam))return "dimParam: string expected"}return n.denotation!=null&&n.hasOwnProperty("denotation")&&!b.isString(n.denotation)?"denotation: string expected":null},o.fromObject=function(n){if(n instanceof h.onnx.TensorShapeProto.Dimension)return n;var s=new h.onnx.TensorShapeProto.Dimension;return n.dimValue!=null&&(b.Long?(s.dimValue=b.Long.fromValue(n.dimValue)).unsigned=false:typeof n.dimValue=="string"?s.dimValue=parseInt(n.dimValue,10):typeof n.dimValue=="number"?s.dimValue=n.dimValue:typeof n.dimValue=="object"&&(s.dimValue=new b.LongBits(n.dimValue.low>>>0,n.dimValue.high>>>0).toNumber())),n.dimParam!=null&&(s.dimParam=String(n.dimParam)),n.denotation!=null&&(s.denotation=String(n.denotation)),s},o.toObject=function(n,s){s||(s={});var a={};return s.defaults&&(a.denotation=""),n.dimValue!=null&&n.hasOwnProperty("dimValue")&&(typeof n.dimValue=="number"?a.dimValue=s.longs===String?String(n.dimValue):n.dimValue:a.dimValue=s.longs===String?b.Long.prototype.toString.call(n.dimValue):s.longs===Number?new b.LongBits(n.dimValue.low>>>0,n.dimValue.high>>>0).toNumber():n.dimValue,s.oneofs&&(a.value="dimValue")),n.dimParam!=null&&n.hasOwnProperty("dimParam")&&(a.dimParam=n.dimParam,s.oneofs&&(a.value="dimParam")),n.denotation!=null&&n.hasOwnProperty("denotation")&&(a.denotation=n.denotation),a},o.prototype.toJSON=function(){return this.constructor.toObject(this,nt.util.toJSONOptions)},o.getTypeUrl=function(n){return n===void 0&&(n="type.googleapis.com"),n+"/onnx.TensorShapeProto.Dimension"},o}(),e}(),i.TypeProto=function(){function e(t){if(t)for(var r=Object.keys(t),n=0;n<r.length;++n)t[r[n]]!=null&&(this[r[n]]=t[r[n]]);}e.prototype.tensorType=null,e.prototype.sequenceType=null,e.prototype.mapType=null,e.prototype.optionalType=null,e.prototype.sparseTensorType=null,e.prototype.denotation="";var o;return Object.defineProperty(e.prototype,"value",{get:b.oneOfGetter(o=["tensorType","sequenceType","mapType","optionalType","sparseTensorType"]),set:b.oneOfSetter(o)}),e.create=function(r){return new e(r)},e.encode=function(r,n){return n||(n=pt.create()),r.tensorType!=null&&Object.hasOwnProperty.call(r,"tensorType")&&h.onnx.TypeProto.Tensor.encode(r.tensorType,n.uint32(10).fork()).ldelim(),r.sequenceType!=null&&Object.hasOwnProperty.call(r,"sequenceType")&&h.onnx.TypeProto.Sequence.encode(r.sequenceType,n.uint32(34).fork()).ldelim(),r.mapType!=null&&Object.hasOwnProperty.call(r,"mapType")&&h.onnx.TypeProto.Map.encode(r.mapType,n.uint32(42).fork()).ldelim(),r.denotation!=null&&Object.hasOwnProperty.call(r,"denotation")&&n.uint32(50).string(r.denotation),r.sparseTensorType!=null&&Object.hasOwnProperty.call(r,"sparseTensorType")&&h.onnx.TypeProto.SparseTensor.encode(r.sparseTensorType,n.uint32(66).fork()).ldelim(),r.optionalType!=null&&Object.hasOwnProperty.call(r,"optionalType")&&h.onnx.TypeProto.Optional.encode(r.optionalType,n.uint32(74).fork()).ldelim(),n},e.encodeDelimited=function(r,n){return this.encode(r,n).ldelim()},e.decode=function(r,n){r instanceof $||(r=$.create(r));for(var s=n===void 0?r.len:r.pos+n,a=new h.onnx.TypeProto;r.pos<s;){var u=r.uint32();switch(u>>>3){case 1:{a.tensorType=h.onnx.TypeProto.Tensor.decode(r,r.uint32());break}case 4:{a.sequenceType=h.onnx.TypeProto.Sequence.decode(r,r.uint32());break}case 5:{a.mapType=h.onnx.TypeProto.Map.decode(r,r.uint32());break}case 9:{a.optionalType=h.onnx.TypeProto.Optional.decode(r,r.uint32());break}case 8:{a.sparseTensorType=h.onnx.TypeProto.SparseTensor.decode(r,r.uint32());break}case 6:{a.denotation=r.string();break}default:r.skipType(u&7);break}}return a},e.decodeDelimited=function(r){return r instanceof $||(r=new $(r)),this.decode(r,r.uint32())},e.verify=function(r){if(typeof r!="object"||r===null)return "object expected";var n={};if(r.tensorType!=null&&r.hasOwnProperty("tensorType")){n.value=1;{var s=h.onnx.TypeProto.Tensor.verify(r.tensorType);if(s)return "tensorType."+s}}if(r.sequenceType!=null&&r.hasOwnProperty("sequenceType")){if(n.value===1)return "value: multiple values";n.value=1;{var s=h.onnx.TypeProto.Sequence.verify(r.sequenceType);if(s)return "sequenceType."+s}}if(r.mapType!=null&&r.hasOwnProperty("mapType")){if(n.value===1)return "value: multiple values";n.value=1;{var s=h.onnx.TypeProto.Map.verify(r.mapType);if(s)return "mapType."+s}}if(r.optionalType!=null&&r.hasOwnProperty("optionalType")){if(n.value===1)return "value: multiple values";n.value=1;{var s=h.onnx.TypeProto.Optional.verify(r.optionalType);if(s)return "optionalType."+s}}if(r.sparseTensorType!=null&&r.hasOwnProperty("sparseTensorType")){if(n.value===1)return "value: multiple values";n.value=1;{var s=h.onnx.TypeProto.SparseTensor.verify(r.sparseTensorType);if(s)return "sparseTensorType."+s}}return r.denotation!=null&&r.hasOwnProperty("denotation")&&!b.isString(r.denotation)?"denotation: string expected":null},e.fromObject=function(r){if(r instanceof h.onnx.TypeProto)return r;var n=new h.onnx.TypeProto;if(r.tensorType!=null){if(typeof r.tensorType!="object")throw TypeError(".onnx.TypeProto.tensorType: object expected");n.tensorType=h.onnx.TypeProto.Tensor.fromObject(r.tensorType);}if(r.sequenceType!=null){if(typeof r.sequenceType!="object")throw TypeError(".onnx.TypeProto.sequenceType: object expected");n.sequenceType=h.onnx.TypeProto.Sequence.fromObject(r.sequenceType);}if(r.mapType!=null){if(typeof r.mapType!="object")throw TypeError(".onnx.TypeProto.mapType: object expected");n.mapType=h.onnx.TypeProto.Map.fromObject(r.mapType);}if(r.optionalType!=null){if(typeof r.optionalType!="object")throw TypeError(".onnx.TypeProto.optionalType: object expected");n.optionalType=h.onnx.TypeProto.Optional.fromObject(r.optionalType);}if(r.sparseTensorType!=null){if(typeof r.sparseTensorType!="object")throw TypeError(".onnx.TypeProto.sparseTensorType: object expected");n.sparseTensorType=h.onnx.TypeProto.SparseTensor.fromObject(r.sparseTensorType);}return r.denotation!=null&&(n.denotation=String(r.denotation)),n},e.toObject=function(r,n){n||(n={});var s={};return n.defaults&&(s.denotation=""),r.tensorType!=null&&r.hasOwnProperty("tensorType")&&(s.tensorType=h.onnx.TypeProto.Tensor.toObject(r.tensorType,n),n.oneofs&&(s.value="tensorType")),r.sequenceType!=null&&r.hasOwnProperty("sequenceType")&&(s.sequenceType=h.onnx.TypeProto.Sequence.toObject(r.sequenceType,n),n.oneofs&&(s.value="sequenceType")),r.mapType!=null&&r.hasOwnProperty("mapType")&&(s.mapType=h.onnx.TypeProto.Map.toObject(r.mapType,n),n.oneofs&&(s.value="mapType")),r.denotation!=null&&r.hasOwnProperty("denotation")&&(s.denotation=r.denotation),r.sparseTensorType!=null&&r.hasOwnProperty("sparseTensorType")&&(s.sparseTensorType=h.onnx.TypeProto.SparseTensor.toObject(r.sparseTensorType,n),n.oneofs&&(s.value="sparseTensorType")),r.optionalType!=null&&r.hasOwnProperty("optionalType")&&(s.optionalType=h.onnx.TypeProto.Optional.toObject(r.optionalType,n),n.oneofs&&(s.value="optionalType")),s},e.prototype.toJSON=function(){return this.constructor.toObject(this,nt.util.toJSONOptions)},e.getTypeUrl=function(r){return r===void 0&&(r="type.googleapis.com"),r+"/onnx.TypeProto"},e.Tensor=function(){function t(r){if(r)for(var n=Object.keys(r),s=0;s<n.length;++s)r[n[s]]!=null&&(this[n[s]]=r[n[s]]);}return t.prototype.elemType=0,t.prototype.shape=null,t.create=function(n){return new t(n)},t.encode=function(n,s){return s||(s=pt.create()),n.elemType!=null&&Object.hasOwnProperty.call(n,"elemType")&&s.uint32(8).int32(n.elemType),n.shape!=null&&Object.hasOwnProperty.call(n,"shape")&&h.onnx.TensorShapeProto.encode(n.shape,s.uint32(18).fork()).ldelim(),s},t.encodeDelimited=function(n,s){return this.encode(n,s).ldelim()},t.decode=function(n,s){n instanceof $||(n=$.create(n));for(var a=s===void 0?n.len:n.pos+s,u=new h.onnx.TypeProto.Tensor;n.pos<a;){var l=n.uint32();switch(l>>>3){case 1:{u.elemType=n.int32();break}case 2:{u.shape=h.onnx.TensorShapeProto.decode(n,n.uint32());break}default:n.skipType(l&7);break}}return u},t.decodeDelimited=function(n){return n instanceof $||(n=new $(n)),this.decode(n,n.uint32())},t.verify=function(n){if(typeof n!="object"||n===null)return "object expected";if(n.elemType!=null&&n.hasOwnProperty("elemType")&&!b.isInteger(n.elemType))return "elemType: integer expected";if(n.shape!=null&&n.hasOwnProperty("shape")){var s=h.onnx.TensorShapeProto.verify(n.shape);if(s)return "shape."+s}return null},t.fromObject=function(n){if(n instanceof h.onnx.TypeProto.Tensor)return n;var s=new h.onnx.TypeProto.Tensor;if(n.elemType!=null&&(s.elemType=n.elemType|0),n.shape!=null){if(typeof n.shape!="object")throw TypeError(".onnx.TypeProto.Tensor.shape: object expected");s.shape=h.onnx.TensorShapeProto.fromObject(n.shape);}return s},t.toObject=function(n,s){s||(s={});var a={};return s.defaults&&(a.elemType=0,a.shape=null),n.elemType!=null&&n.hasOwnProperty("elemType")&&(a.elemType=n.elemType),n.shape!=null&&n.hasOwnProperty("shape")&&(a.shape=h.onnx.TensorShapeProto.toObject(n.shape,s)),a},t.prototype.toJSON=function(){return this.constructor.toObject(this,nt.util.toJSONOptions)},t.getTypeUrl=function(n){return n===void 0&&(n="type.googleapis.com"),n+"/onnx.TypeProto.Tensor"},t}(),e.Sequence=function(){function t(r){if(r)for(var n=Object.keys(r),s=0;s<n.length;++s)r[n[s]]!=null&&(this[n[s]]=r[n[s]]);}return t.prototype.elemType=null,t.create=function(n){return new t(n)},t.encode=function(n,s){return s||(s=pt.create()),n.elemType!=null&&Object.hasOwnProperty.call(n,"elemType")&&h.onnx.TypeProto.encode(n.elemType,s.uint32(10).fork()).ldelim(),s},t.encodeDelimited=function(n,s){return this.encode(n,s).ldelim()},t.decode=function(n,s){n instanceof $||(n=$.create(n));for(var a=s===void 0?n.len:n.pos+s,u=new h.onnx.TypeProto.Sequence;n.pos<a;){var l=n.uint32();switch(l>>>3){case 1:{u.elemType=h.onnx.TypeProto.decode(n,n.uint32());break}default:n.skipType(l&7);break}}return u},t.decodeDelimited=function(n){return n instanceof $||(n=new $(n)),this.decode(n,n.uint32())},t.verify=function(n){if(typeof n!="object"||n===null)return "object expected";if(n.elemType!=null&&n.hasOwnProperty("elemType")){var s=h.onnx.TypeProto.verify(n.elemType);if(s)return "elemType."+s}return null},t.fromObject=function(n){if(n instanceof h.onnx.TypeProto.Sequence)return n;var s=new h.onnx.TypeProto.Sequence;if(n.elemType!=null){if(typeof n.elemType!="object")throw TypeError(".onnx.TypeProto.Sequence.elemType: object expected");s.elemType=h.onnx.TypeProto.fromObject(n.elemType);}return s},t.toObject=function(n,s){s||(s={});var a={};return s.defaults&&(a.elemType=null),n.elemType!=null&&n.hasOwnProperty("elemType")&&(a.elemType=h.onnx.TypeProto.toObject(n.elemType,s)),a},t.prototype.toJSON=function(){return this.constructor.toObject(this,nt.util.toJSONOptions)},t.getTypeUrl=function(n){return n===void 0&&(n="type.googleapis.com"),n+"/onnx.TypeProto.Sequence"},t}(),e.Map=function(){function t(r){if(r)for(var n=Object.keys(r),s=0;s<n.length;++s)r[n[s]]!=null&&(this[n[s]]=r[n[s]]);}return t.prototype.keyType=0,t.prototype.valueType=null,t.create=function(n){return new t(n)},t.encode=function(n,s){return s||(s=pt.create()),n.keyType!=null&&Object.hasOwnProperty.call(n,"keyType")&&s.uint32(8).int32(n.keyType),n.valueType!=null&&Object.hasOwnProperty.call(n,"valueType")&&h.onnx.TypeProto.encode(n.valueType,s.uint32(18).fork()).ldelim(),s},t.encodeDelimited=function(n,s){return this.encode(n,s).ldelim()},t.decode=function(n,s){n instanceof $||(n=$.create(n));for(var a=s===void 0?n.len:n.pos+s,u=new h.onnx.TypeProto.Map;n.pos<a;){var l=n.uint32();switch(l>>>3){case 1:{u.keyType=n.int32();break}case 2:{u.valueType=h.onnx.TypeProto.decode(n,n.uint32());break}default:n.skipType(l&7);break}}return u},t.decodeDelimited=function(n){return n instanceof $||(n=new $(n)),this.decode(n,n.uint32())},t.verify=function(n){if(typeof n!="object"||n===null)return "object expected";if(n.keyType!=null&&n.hasOwnProperty("keyType")&&!b.isInteger(n.keyType))return "keyType: integer expected";if(n.valueType!=null&&n.hasOwnProperty("valueType")){var s=h.onnx.TypeProto.verify(n.valueType);if(s)return "valueType."+s}return null},t.fromObject=function(n){if(n instanceof h.onnx.TypeProto.Map)return n;var s=new h.onnx.TypeProto.Map;if(n.keyType!=null&&(s.keyType=n.keyType|0),n.valueType!=null){if(typeof n.valueType!="object")throw TypeError(".onnx.TypeProto.Map.valueType: object expected");s.valueType=h.onnx.TypeProto.fromObject(n.valueType);}return s},t.toObject=function(n,s){s||(s={});var a={};return s.defaults&&(a.keyType=0,a.valueType=null),n.keyType!=null&&n.hasOwnProperty("keyType")&&(a.keyType=n.keyType),n.valueType!=null&&n.hasOwnProperty("valueType")&&(a.valueType=h.onnx.TypeProto.toObject(n.valueType,s)),a},t.prototype.toJSON=function(){return this.constructor.toObject(this,nt.util.toJSONOptions)},t.getTypeUrl=function(n){return n===void 0&&(n="type.googleapis.com"),n+"/onnx.TypeProto.Map"},t}(),e.Optional=function(){function t(r){if(r)for(var n=Object.keys(r),s=0;s<n.length;++s)r[n[s]]!=null&&(this[n[s]]=r[n[s]]);}return t.prototype.elemType=null,t.create=function(n){return new t(n)},t.encode=function(n,s){return s||(s=pt.create()),n.elemType!=null&&Object.hasOwnProperty.call(n,"elemType")&&h.onnx.TypeProto.encode(n.elemType,s.uint32(10).fork()).ldelim(),s},t.encodeDelimited=function(n,s){return this.encode(n,s).ldelim()},t.decode=function(n,s){n instanceof $||(n=$.create(n));for(var a=s===void 0?n.len:n.pos+s,u=new h.onnx.TypeProto.Optional;n.pos<a;){var l=n.uint32();switch(l>>>3){case 1:{u.elemType=h.onnx.TypeProto.decode(n,n.uint32());break}default:n.skipType(l&7);break}}return u},t.decodeDelimited=function(n){return n instanceof $||(n=new $(n)),this.decode(n,n.uint32())},t.verify=function(n){if(typeof n!="object"||n===null)return "object expected";if(n.elemType!=null&&n.hasOwnProperty("elemType")){var s=h.onnx.TypeProto.verify(n.elemType);if(s)return "elemType."+s}return null},t.fromObject=function(n){if(n instanceof h.onnx.TypeProto.Optional)return n;var s=new h.onnx.TypeProto.Optional;if(n.elemType!=null){if(typeof n.elemType!="object")throw TypeError(".onnx.TypeProto.Optional.elemType: object expected");s.elemType=h.onnx.TypeProto.fromObject(n.elemType);}return s},t.toObject=function(n,s){s||(s={});var a={};return s.defaults&&(a.elemType=null),n.elemType!=null&&n.hasOwnProperty("elemType")&&(a.elemType=h.onnx.TypeProto.toObject(n.elemType,s)),a},t.prototype.toJSON=function(){return this.constructor.toObject(this,nt.util.toJSONOptions)},t.getTypeUrl=function(n){return n===void 0&&(n="type.googleapis.com"),n+"/onnx.TypeProto.Optional"},t}(),e.SparseTensor=function(){function t(r){if(r)for(var n=Object.keys(r),s=0;s<n.length;++s)r[n[s]]!=null&&(this[n[s]]=r[n[s]]);}return t.prototype.elemType=0,t.prototype.shape=null,t.create=function(n){return new t(n)},t.encode=function(n,s){return s||(s=pt.create()),n.elemType!=null&&Object.hasOwnProperty.call(n,"elemType")&&s.uint32(8).int32(n.elemType),n.shape!=null&&Object.hasOwnProperty.call(n,"shape")&&h.onnx.TensorShapeProto.encode(n.shape,s.uint32(18).fork()).ldelim(),s},t.encodeDelimited=function(n,s){return this.encode(n,s).ldelim()},t.decode=function(n,s){n instanceof $||(n=$.create(n));for(var a=s===void 0?n.len:n.pos+s,u=new h.onnx.TypeProto.SparseTensor;n.pos<a;){var l=n.uint32();switch(l>>>3){case 1:{u.elemType=n.int32();break}case 2:{u.shape=h.onnx.TensorShapeProto.decode(n,n.uint32());break}default:n.skipType(l&7);break}}return u},t.decodeDelimited=function(n){return n instanceof $||(n=new $(n)),this.decode(n,n.uint32())},t.verify=function(n){if(typeof n!="object"||n===null)return "object expected";if(n.elemType!=null&&n.hasOwnProperty("elemType")&&!b.isInteger(n.elemType))return "elemType: integer expected";if(n.shape!=null&&n.hasOwnProperty("shape")){var s=h.onnx.TensorShapeProto.verify(n.shape);if(s)return "shape."+s}return null},t.fromObject=function(n){if(n instanceof h.onnx.TypeProto.SparseTensor)return n;var s=new h.onnx.TypeProto.SparseTensor;if(n.elemType!=null&&(s.elemType=n.elemType|0),n.shape!=null){if(typeof n.shape!="object")throw TypeError(".onnx.TypeProto.SparseTensor.shape: object expected");s.shape=h.onnx.TensorShapeProto.fromObject(n.shape);}return s},t.toObject=function(n,s){s||(s={});var a={};return s.defaults&&(a.elemType=0,a.shape=null),n.elemType!=null&&n.hasOwnProperty("elemType")&&(a.elemType=n.elemType),n.shape!=null&&n.hasOwnProperty("shape")&&(a.shape=h.onnx.TensorShapeProto.toObject(n.shape,s)),a},t.prototype.toJSON=function(){return this.constructor.toObject(this,nt.util.toJSONOptions)},t.getTypeUrl=function(n){return n===void 0&&(n="type.googleapis.com"),n+"/onnx.TypeProto.SparseTensor"},t}(),e}(),i.OperatorSetIdProto=function(){function e(o){if(o)for(var t=Object.keys(o),r=0;r<t.length;++r)o[t[r]]!=null&&(this[t[r]]=o[t[r]]);}return e.prototype.domain="",e.prototype.version=b.Long?b.Long.fromBits(0,0,false):0,e.create=function(t){return new e(t)},e.encode=function(t,r){return r||(r=pt.create()),t.domain!=null&&Object.hasOwnProperty.call(t,"domain")&&r.uint32(10).string(t.domain),t.version!=null&&Object.hasOwnProperty.call(t,"version")&&r.uint32(16).int64(t.version),r},e.encodeDelimited=function(t,r){return this.encode(t,r).ldelim()},e.decode=function(t,r){t instanceof $||(t=$.create(t));for(var n=r===void 0?t.len:t.pos+r,s=new h.onnx.OperatorSetIdProto;t.pos<n;){var a=t.uint32();switch(a>>>3){case 1:{s.domain=t.string();break}case 2:{s.version=t.int64();break}default:t.skipType(a&7);break}}return s},e.decodeDelimited=function(t){return t instanceof $||(t=new $(t)),this.decode(t,t.uint32())},e.verify=function(t){return typeof t!="object"||t===null?"object expected":t.domain!=null&&t.hasOwnProperty("domain")&&!b.isString(t.domain)?"domain: string expected":t.version!=null&&t.hasOwnProperty("version")&&!b.isInteger(t.version)&&!(t.version&&b.isInteger(t.version.low)&&b.isInteger(t.version.high))?"version: integer|Long expected":null},e.fromObject=function(t){if(t instanceof h.onnx.OperatorSetIdProto)return t;var r=new h.onnx.OperatorSetIdProto;return t.domain!=null&&(r.domain=String(t.domain)),t.version!=null&&(b.Long?(r.version=b.Long.fromValue(t.version)).unsigned=false:typeof t.version=="string"?r.version=parseInt(t.version,10):typeof t.version=="number"?r.version=t.version:typeof t.version=="object"&&(r.version=new b.LongBits(t.version.low>>>0,t.version.high>>>0).toNumber())),r},e.toObject=function(t,r){r||(r={});var n={};if(r.defaults)if(n.domain="",b.Long){var s=new b.Long(0,0,false);n.version=r.longs===String?s.toString():r.longs===Number?s.toNumber():s;}else n.version=r.longs===String?"0":0;return t.domain!=null&&t.hasOwnProperty("domain")&&(n.domain=t.domain),t.version!=null&&t.hasOwnProperty("version")&&(typeof t.version=="number"?n.version=r.longs===String?String(t.version):t.version:n.version=r.longs===String?b.Long.prototype.toString.call(t.version):r.longs===Number?new b.LongBits(t.version.low>>>0,t.version.high>>>0).toNumber():t.version),n},e.prototype.toJSON=function(){return this.constructor.toObject(this,nt.util.toJSONOptions)},e.getTypeUrl=function(t){return t===void 0&&(t="type.googleapis.com"),t+"/onnx.OperatorSetIdProto"},e}(),i.OperatorStatus=function(){var e={},o=Object.create(e);return o[e[0]="EXPERIMENTAL"]=0,o[e[1]="STABLE"]=1,o}(),i.FunctionProto=function(){function e(o){if(this.input=[],this.output=[],this.attribute=[],this.attributeProto=[],this.node=[],this.opsetImport=[],o)for(var t=Object.keys(o),r=0;r<t.length;++r)o[t[r]]!=null&&(this[t[r]]=o[t[r]]);}return e.prototype.name="",e.prototype.input=b.emptyArray,e.prototype.output=b.emptyArray,e.prototype.attribute=b.emptyArray,e.prototype.attributeProto=b.emptyArray,e.prototype.node=b.emptyArray,e.prototype.docString="",e.prototype.opsetImport=b.emptyArray,e.prototype.domain="",e.create=function(t){return new e(t)},e.encode=function(t,r){if(r||(r=pt.create()),t.name!=null&&Object.hasOwnProperty.call(t,"name")&&r.uint32(10).string(t.name),t.input!=null&&t.input.length)for(var n=0;n<t.input.length;++n)r.uint32(34).string(t.input[n]);if(t.output!=null&&t.output.length)for(var n=0;n<t.output.length;++n)r.uint32(42).string(t.output[n]);if(t.attribute!=null&&t.attribute.length)for(var n=0;n<t.attribute.length;++n)r.uint32(50).string(t.attribute[n]);if(t.node!=null&&t.node.length)for(var n=0;n<t.node.length;++n)h.onnx.NodeProto.encode(t.node[n],r.uint32(58).fork()).ldelim();if(t.docString!=null&&Object.hasOwnProperty.call(t,"docString")&&r.uint32(66).string(t.docString),t.opsetImport!=null&&t.opsetImport.length)for(var n=0;n<t.opsetImport.length;++n)h.onnx.OperatorSetIdProto.encode(t.opsetImport[n],r.uint32(74).fork()).ldelim();if(t.domain!=null&&Object.hasOwnProperty.call(t,"domain")&&r.uint32(82).string(t.domain),t.attributeProto!=null&&t.attributeProto.length)for(var n=0;n<t.attributeProto.length;++n)h.onnx.AttributeProto.encode(t.attributeProto[n],r.uint32(90).fork()).ldelim();return r},e.encodeDelimited=function(t,r){return this.encode(t,r).ldelim()},e.decode=function(t,r){t instanceof $||(t=$.create(t));for(var n=r===void 0?t.len:t.pos+r,s=new h.onnx.FunctionProto;t.pos<n;){var a=t.uint32();switch(a>>>3){case 1:{s.name=t.string();break}case 4:{s.input&&s.input.length||(s.input=[]),s.input.push(t.string());break}case 5:{s.output&&s.output.length||(s.output=[]),s.output.push(t.string());break}case 6:{s.attribute&&s.attribute.length||(s.attribute=[]),s.attribute.push(t.string());break}case 11:{s.attributeProto&&s.attributeProto.length||(s.attributeProto=[]),s.attributeProto.push(h.onnx.AttributeProto.decode(t,t.uint32()));break}case 7:{s.node&&s.node.length||(s.node=[]),s.node.push(h.onnx.NodeProto.decode(t,t.uint32()));break}case 8:{s.docString=t.string();break}case 9:{s.opsetImport&&s.opsetImport.length||(s.opsetImport=[]),s.opsetImport.push(h.onnx.OperatorSetIdProto.decode(t,t.uint32()));break}case 10:{s.domain=t.string();break}default:t.skipType(a&7);break}}return s},e.decodeDelimited=function(t){return t instanceof $||(t=new $(t)),this.decode(t,t.uint32())},e.verify=function(t){if(typeof t!="object"||t===null)return "object expected";if(t.name!=null&&t.hasOwnProperty("name")&&!b.isString(t.name))return "name: string expected";if(t.input!=null&&t.hasOwnProperty("input")){if(!Array.isArray(t.input))return "input: array expected";for(var r=0;r<t.input.length;++r)if(!b.isString(t.input[r]))return "input: string[] expected"}if(t.output!=null&&t.hasOwnProperty("output")){if(!Array.isArray(t.output))return "output: array expected";for(var r=0;r<t.output.length;++r)if(!b.isString(t.output[r]))return "output: string[] expected"}if(t.attribute!=null&&t.hasOwnProperty("attribute")){if(!Array.isArray(t.attribute))return "attribute: array expected";for(var r=0;r<t.attribute.length;++r)if(!b.isString(t.attribute[r]))return "attribute: string[] expected"}if(t.attributeProto!=null&&t.hasOwnProperty("attributeProto")){if(!Array.isArray(t.attributeProto))return "attributeProto: array expected";for(var r=0;r<t.attributeProto.length;++r){var n=h.onnx.AttributeProto.verify(t.attributeProto[r]);if(n)return "attributeProto."+n}}if(t.node!=null&&t.hasOwnProperty("node")){if(!Array.isArray(t.node))return "node: array expected";for(var r=0;r<t.node.length;++r){var n=h.onnx.NodeProto.verify(t.node[r]);if(n)return "node."+n}}if(t.docString!=null&&t.hasOwnProperty("docString")&&!b.isString(t.docString))return "docString: string expected";if(t.opsetImport!=null&&t.hasOwnProperty("opsetImport")){if(!Array.isArray(t.opsetImport))return "opsetImport: array expected";for(var r=0;r<t.opsetImport.length;++r){var n=h.onnx.OperatorSetIdProto.verify(t.opsetImport[r]);if(n)return "opsetImport."+n}}return t.domain!=null&&t.hasOwnProperty("domain")&&!b.isString(t.domain)?"domain: string expected":null},e.fromObject=function(t){if(t instanceof h.onnx.FunctionProto)return t;var r=new h.onnx.FunctionProto;if(t.name!=null&&(r.name=String(t.name)),t.input){if(!Array.isArray(t.input))throw TypeError(".onnx.FunctionProto.input: array expected");r.input=[];for(var n=0;n<t.input.length;++n)r.input[n]=String(t.input[n]);}if(t.output){if(!Array.isArray(t.output))throw TypeError(".onnx.FunctionProto.output: array expected");r.output=[];for(var n=0;n<t.output.length;++n)r.output[n]=String(t.output[n]);}if(t.attribute){if(!Array.isArray(t.attribute))throw TypeError(".onnx.FunctionProto.attribute: array expected");r.attribute=[];for(var n=0;n<t.attribute.length;++n)r.attribute[n]=String(t.attribute[n]);}if(t.attributeProto){if(!Array.isArray(t.attributeProto))throw TypeError(".onnx.FunctionProto.attributeProto: array expected");r.attributeProto=[];for(var n=0;n<t.attributeProto.length;++n){if(typeof t.attributeProto[n]!="object")throw TypeError(".onnx.FunctionProto.attributeProto: object expected");r.attributeProto[n]=h.onnx.AttributeProto.fromObject(t.attributeProto[n]);}}if(t.node){if(!Array.isArray(t.node))throw TypeError(".onnx.FunctionProto.node: array expected");r.node=[];for(var n=0;n<t.node.length;++n){if(typeof t.node[n]!="object")throw TypeError(".onnx.FunctionProto.node: object expected");r.node[n]=h.onnx.NodeProto.fromObject(t.node[n]);}}if(t.docString!=null&&(r.docString=String(t.docString)),t.opsetImport){if(!Array.isArray(t.opsetImport))throw TypeError(".onnx.FunctionProto.opsetImport: array expected");r.opsetImport=[];for(var n=0;n<t.opsetImport.length;++n){if(typeof t.opsetImport[n]!="object")throw TypeError(".onnx.FunctionProto.opsetImport: object expected");r.opsetImport[n]=h.onnx.OperatorSetIdProto.fromObject(t.opsetImport[n]);}}return t.domain!=null&&(r.domain=String(t.domain)),r},e.toObject=function(t,r){r||(r={});var n={};if((r.arrays||r.defaults)&&(n.input=[],n.output=[],n.attribute=[],n.node=[],n.opsetImport=[],n.attributeProto=[]),r.defaults&&(n.name="",n.docString="",n.domain=""),t.name!=null&&t.hasOwnProperty("name")&&(n.name=t.name),t.input&&t.input.length){n.input=[];for(var s=0;s<t.input.length;++s)n.input[s]=t.input[s];}if(t.output&&t.output.length){n.output=[];for(var s=0;s<t.output.length;++s)n.output[s]=t.output[s];}if(t.attribute&&t.attribute.length){n.attribute=[];for(var s=0;s<t.attribute.length;++s)n.attribute[s]=t.attribute[s];}if(t.node&&t.node.length){n.node=[];for(var s=0;s<t.node.length;++s)n.node[s]=h.onnx.NodeProto.toObject(t.node[s],r);}if(t.docString!=null&&t.hasOwnProperty("docString")&&(n.docString=t.docString),t.opsetImport&&t.opsetImport.length){n.opsetImport=[];for(var s=0;s<t.opsetImport.length;++s)n.opsetImport[s]=h.onnx.OperatorSetIdProto.toObject(t.opsetImport[s],r);}if(t.domain!=null&&t.hasOwnProperty("domain")&&(n.domain=t.domain),t.attributeProto&&t.attributeProto.length){n.attributeProto=[];for(var s=0;s<t.attributeProto.length;++s)n.attributeProto[s]=h.onnx.AttributeProto.toObject(t.attributeProto[s],r);}return n},e.prototype.toJSON=function(){return this.constructor.toObject(this,nt.util.toJSONOptions)},e.getTypeUrl=function(t){return t===void 0&&(t="type.googleapis.com"),t+"/onnx.FunctionProto"},e}(),i}();zu.exports=h;});function ur(i,e){if(!i)throw new Error(typeof e=="string"?e:e())}function kr(i){return new TextDecoder().decode(i)}var ot,Me,ai,kt,Sn,At,Rt,B,$r,Ue,Ve,ze,Y=O(()=>{wn();qo();ot=rr(sr());We();Me=class{static arraysEqual(e,o){if(e.length!==o.length)return false;for(let t=0;t<e.length;t++)if(e[t]!==o[t])return false;return true}},ai=class{static preprocessInputShapes(e,o){let t=e.length===1?[1,e[0]]:e,r=o.length===1?[o[0],1]:o;return [t,r]}static postprocessOutputShape(e,o,t){o===1&&e.splice(e.length-2,1),t===1&&e.pop();}static calcMatMulShape(e,o){return e[1]!==o[0]?void 0:[e[0],o[1]]}},kt=class i{static calcShape(e,o,t=false){let r=e.length,n=o.length;if(r===0)return o;if(n===0)return e;let s=Math.max(e.length,o.length),a=new Array(s);if(t){if(r<2||n<2)return;let u=ai.calcMatMulShape([e[r-2],e[r-1]],[o[n-2],o[n-1]]);if(u===void 0)return;[a[s-2],a[s-1]]=u;}for(let u=t?3:1;u<=s;u++){let l=r-u<0?1:e[r-u],f=n-u<0?1:o[n-u];if(l!==f&&l>1&&f>1)return;a[s-u]=Math.max(l,f);}return a}static index(e,o){let t=new Array(o.length);return i.fillIndex(e,o,t),t}static fillIndex(e,o,t){let r=e.length-o.length;for(let n=0;n<o.length;n++)t[n]=e[r+n]%o[n];}static calc(e,o,t,r,n){let s=i.calcShape(e.dims,o.dims);if(s){if(r&&!B.areEqual(s,e.dims))return;let a=B.size(s),u=r?e:new bt(s,n||e.type);if(s.length===0)u.set([],t(e.get([]),o.get([])));else {let l=new Array(s.length),f=new Array(e.dims.length),p=new Array(o.dims.length),d=0,y=0,T=false,v=false;e.dims.length===0&&(d=e.get([]),T=true),o.dims.length===0&&(y=o.get([]),v=true);let S;for(let L=0;L<a;L++){S=L;for(let P=s.length-1;P>=0;P--)l[P]=S%s[P],S=Math.floor(S/s[P]);T||(i.fillIndex(l,e.dims,f),d=e.get(f)),v||(i.fillIndex(l,o.dims,p),y=o.get(p)),u.set(l,t(d,y));}}return u}}static isValidBroadcast(e,o){let t=e.length,r=o.length;if(t>r)return false;for(let n=1;n<=t;n++)if(e[t-n]!==1&&e[t-n]!==o[r-n])return false;return true}static getBroadcastDims(e,o){let t=e.length,r=[];for(let n=0;n<t;n++){let s=t-1-n,a=e[s]||1;(o[o.length-1-n]||1)>1&&a===1&&r.unshift(s);}return r}},Sn=class{static getShapeOfGemmResult(e,o,t,r,n){if(e.length!==2||t.length!==2)throw new Error("shape need to be of size 2");let s,a,u;o?(s=e[1],a=e[0]):(s=e[0],a=e[1]);let l=-1;if(r?(u=t[0],l=1):(u=t[1],l=0),t[l]!==a)throw new Error("dimension mismatch");if(s<=0||u<=0||a<=0)throw new Error("invalid shape specified");if(n&&!kt.isValidBroadcast(n,[s,u]))throw new Error("gemm: invalid bias shape for broadcast");return [s,u,a]}},At=class i{static tensorDataTypeFromProto(e){switch(e){case ot.onnx.TensorProto.DataType.INT8:return "int8";case ot.onnx.TensorProto.DataType.UINT8:return "uint8";case ot.onnx.TensorProto.DataType.BOOL:return "bool";case ot.onnx.TensorProto.DataType.INT16:return "int16";case ot.onnx.TensorProto.DataType.UINT16:return "uint16";case ot.onnx.TensorProto.DataType.INT32:return "int32";case ot.onnx.TensorProto.DataType.UINT32:return "uint32";case ot.onnx.TensorProto.DataType.FLOAT:return "float32";case ot.onnx.TensorProto.DataType.DOUBLE:return "float64";case ot.onnx.TensorProto.DataType.STRING:return "string";case ot.onnx.TensorProto.DataType.INT64:return "int32";case ot.onnx.TensorProto.DataType.UINT64:return "uint32";default:throw new Error(`unsupported data type: ${ot.onnx.TensorProto.DataType[e]}`)}}static tensorDataTypeStringToEnum(e){switch(e){case "int8":return ot.onnx.TensorProto.DataType.INT8;case "uint8":return ot.onnx.TensorProto.DataType.UINT8;case "bool":return ot.onnx.TensorProto.DataType.BOOL;case "int16":return ot.onnx.TensorProto.DataType.INT16;case "uint16":return ot.onnx.TensorProto.DataType.UINT16;case "int32":return ot.onnx.TensorProto.DataType.INT32;case "uint32":return ot.onnx.TensorProto.DataType.UINT32;case "float32":return ot.onnx.TensorProto.DataType.FLOAT;case "float64":return ot.onnx.TensorProto.DataType.DOUBLE;case "string":return ot.onnx.TensorProto.DataType.STRING;case "int64":return ot.onnx.TensorProto.DataType.INT64;case "uint64":return ot.onnx.TensorProto.DataType.UINT64;default:throw new Error(`unsupported data type: ${e}`)}}static tensorDimsFromProto(e){return e.map(o=>xe.isLong(o)?o.toNumber():o)}static tensorValueTypeFromProto(e){return {tensorType:i.tensorDataTypeFromProto(e.elemType),shape:{dims:i.tensorDimsFromProto(e.shape.dim.map(o=>o.dimValue))}}}static tensorDimsFromORTFormat(e){let o=[];for(let t=0;t<e.dimsLength();t++)o.push(Rt.longToNumber(e.dims(t)));return o}static tensorAttributesFromORTFormat(e){let o=[];for(let t=0;t<e.attributesLength();t++)o.push(e.attributes(t));return o}},Rt=class{static longToNumber(e,o){return xe.isLong(e)?e.toNumber():e instanceof w.Long?xe.fromValue({low:e.low,high:e.high,unsigned:o??false}).toNumber():e}static isLong(e){return xe.isLong(e)||e instanceof w.Long}},B=class i{static size(e){return i.getSizeFromDimensionRange(e,0,e.length)}static sizeFromDimension(e,o){if(o<0||o>e.length)throw new Error(`invalid dimension of ${o} for sizeFromDimension as Tensor has ${e.length} dimensions.`);return i.getSizeFromDimensionRange(e,o,e.length)}static sizeToDimension(e,o){if(o<0||o>e.length)throw new Error(`invalid dimension of ${o} for sizeToDimension as Tensor has ${e.length} dimensions.`);return i.getSizeFromDimensionRange(e,0,o)}static getSizeFromDimensionRange(e,o,t){let r=1;for(let n=o;n<t;n++){if(e[n]<=0)throw new Error("cannot get valid size from specified dimension range. Most likely the range contains 0 or negative values in them.");r*=e[n];}return r}static computeStrides(e){let o=e.length;if(o===0)return [];if(o===1)return [1];let t=new Array(o);t[o-1]=1,t[o-2]=e[o-1];for(let r=o-3;r>=0;--r)t[r]=t[r+1]*e[r+1];return t}static transpose(e){return e.slice().reverse()}static indicesToOffset(e,o,t){t===void 0&&(t=e.length);let r=0;for(let n=0;n<t;++n)r+=o[n]*e[n];return r}static offsetToIndices(e,o){let t=o.length;if(t===0)return [];if(t===1)return [e*o[0]];let r=new Array(o.length);for(let n=0;n<r.length-1;++n)r[n]=Math.floor(e/o[n]),e-=r[n]*o[n];return r[r.length-1]=e,r}static normalizeAxis(e,o){if(e<-o&&e>=o)throw new Error("unsupported axis for this operation.");return e<0?e+o:e}static normalizeAxes(e,o){return e.map(t=>this.normalizeAxis(t,o))}static incrementIndex(e,o,t){if(o.length===0||e.length===0)throw new Error("Index incrementing unsupported for scalar Tensor");if(t===void 0)t=o.length;else if(t<=0||t>o.length)throw new Error("Incorrect axis to increment on");for(let r=t-1;r>=0&&(e[r]++,!(e[r]<o[r]));--r)e[r]=0;}static calculateReshapedDims(e,o){if(o.length===0){if(e.length===0||i.size(e)===1)return [];throw new Error("cannot reshape to a scalar Tensor")}let t=o.length,r=new Array(t),n=-1,s=1;for(let u=0;u<t;u++){if(o[u]<-1)throw new Error("a dimension in shape hints cannot be less than -1");if(o[u]===-1){if(n!==-1)throw new Error("at most one dimension in shape hints can be -1");n=u;}else {if(o[u]===0){if(u>=e.length)throw new Error("the dimension with value zero exceeds the dimension size of the input tensor");r[u]=e[u];}else r[u]=o[u];s*=r[u];}}let a=i.size(e);if(n!==-1){if(a%s!==0)throw new Error(`the input tensor cannot be reshaped to the requested shape. Input shape: [${e}] Output shape: [${o}]`);r[n]=a/s;}else if(s!==a)throw new Error("reshapedDims and originalDims don't have matching sizes");return r}static sortBasedOnPerm(e,o){return o?o.map(t=>e[t]):e.slice().reverse()}static padShape(e,o){let t=e.length;return e.map((r,n)=>r+o[n]+o[n+t])}static areEqual(e,o){return e.length!==o.length?false:e.every((t,r)=>t===o[r])}static validateDimsAndCalcSize(e){if(e.length>6)throw new TypeError("Only rank 0 to 6 is supported for tensor shape.");let o=1;for(let t of e){if(!Number.isInteger(t))throw new TypeError(`Invalid shape: ${t} is not an integer`);if(t<0||t>2147483647)throw new TypeError(`Invalid shape: length ${t} is not allowed`);o*=t;}return o}static flattenShape(e,o){o<0&&(o+=e.length);let t=e.reduce((s,a)=>s*a,1),r=e.slice(o).reduce((s,a)=>s*a,1);return [t/r,r]}static squeezeShape(e,o){let t=new Array;o=i.normalizeAxes(o,e.length);for(let r=0;r<e.length;r++){let n=o.indexOf(r)>=0;if(n&&e[r]!==1)throw new Error("squeeze an axis of size different than 1");(o.length===0&&e[r]>1||o.length>0&&!n)&&t.push(e[r]);}return t}static unsqueezeShape(e,o){let t=new Array(e.length+o.length);t.fill(0);for(let n=0;n<o.length;n++){let s=i.normalizeAxis(o[n],t.length);if(s>=t.length)throw new Error("'axes' has an out of range axis");if(t[s]!==0)throw new Error("'axes' has a duplicate axis");t[s]=1;}let r=0;for(let n=0;n<t.length;n++)t[n]===0&&(t[n]=e[r++]);if(r!==e.length)throw new Error("the unsqueezed dimension could not be established");return t}},$r=class i{static splitShape(e,o,t,r){if(t.length===0){if(!r)throw new Error("need to know number of outputs when the 'split' attribute is not specified");i.determineSplit(e[o],r,t);}let n=[],s=[0];for(let a=0;a<t.length;++a){a!==0&&s.push(s[a-1]+t[a-1]);let u=e.slice();u[o]=t[a],n.push(u);}return [n,s]}static determineSplit(e,o,t){if(e%o!==0)throw new Error("cannot split tensor to equal sized parts");for(let r=0;r<o;++r)t.push(e/o);}},Ue=class i{static adjustPoolAttributes(e,o,t,r,n,s){if(!e&&t.length!==o.length-2)throw new Error("length of specified kernel shapes should be 2 less than length of input dimensions");if(e)for(let a=0;a<o.length-2;a++)a>=t.length?t.push(o[a+2]):t[a]=o[a+2];for(let a=0;a<t.length;a++)if(a<r.length){if(r[a]<0)throw new Error("strides should be greater than or equal to 1")}else r.push(1);for(let a=0;a<t.length;a++)if(a<n.length){if(n[a]<0)throw new Error("dilations should be greater than or equal to 1")}else n.push(1);for(let a=0;a<t.length*2;a++)if(a<s.length){if(s[a]<0)throw new Error("pad should be greater than or equal to 1")}else s.push(0);for(let a=0;a<t.length;a++){if(t[a]<=0)throw new Error("kernel shapes need to be greater than 0");if(s[a]>=t[a]||s[a+t.length]>=t[a])throw new Error("pads should be smaller than kernel")}}static adjustPadsBasedOnAutoPad(e,o,t,r,n,s){if(s){if(n.length!==2*(e.length-2))throw new Error("length of pads should be twice the length of data dimensions");if(o.length!==e.length-2)throw new Error("length of strides should be the length of data dimensions");if(r.length!==e.length-2)throw new Error("length of kernel shapes should be the length of data dimensions");for(let a=0;a<e.length-2;a++)i.adjustPadAndReturnShape(e[a+2],o[a],t[a],r[a],n,a,a+e.length-2,s);}}static computePoolOutputShape(e,o,t,r,n,s,a){if(o.length<=0)throw new Error("input shape must be of size greater than 0");let u=[o[0],o[1]];return i.computeShapeHelper(e,o,u,t,r,n,s,a),u}static computeConvOutputShape(e,o,t,r,n,s,a){if(e.length<=0||o.length<=0)throw new Error("invalid input tensor dims or invalid filter tensor dims");let u=[e[0],o[0]];return i.computeShapeHelper(false,e,u,t,r,n,s,a),u}static computeShapeHelper(e,o,t,r,n,s,a,u){if(e)for(let l=0;l<o.length-2;l++)t.push(1);else for(let l=0;l<o.length-2;l++)t.push(i.adjustPadAndReturnShape(o[l+2],r[l],n[l],s[l],a,l,l+o.length-2,u));}static adjustPadAndReturnShape(e,o,t,r,n,s,a,u){let l=t*(r-1)+1;if(u&&u!=="NOTSET")switch(u){case "VALID":return n[s]=0,n[a]=0,Math.floor((e-l)/o+1);case "SAME_LOWER":case "SAME_UPPER":if(t!==1)throw new Error("Dilation not supported for SAME_UPPER or SAME_LOWER");{let p=((e+o-1)/o-1)*o+r-e;return n[s]=Math.floor(u==="SAME_LOWER"?(p+1)/2:p/2),n[a]=p-n[s],Math.floor((e+p-r)/o+1)}default:throw new Error("Unsupported AutoPad type")}else return Math.floor((e+n[s]+n[a]-l)/o+1)}},Ve=-34028234663852886e22,ze=34028234663852886e22;});function hh(i){switch(i){case "bool":case "int8":case "uint8":return 1;case "int16":case "uint16":return 2;case "int32":case "uint32":case "float32":return 4;case "float64":return 8;default:throw new Error(`cannot calculate sizeof() on type ${i}`)}}function Wu(i){switch(i){case H.onnx.TensorProto.DataType.UINT8:case H.onnx.TensorProto.DataType.INT8:case H.onnx.TensorProto.DataType.BOOL:return 1;case H.onnx.TensorProto.DataType.UINT16:case H.onnx.TensorProto.DataType.INT16:return 2;case H.onnx.TensorProto.DataType.FLOAT:case H.onnx.TensorProto.DataType.INT32:case H.onnx.TensorProto.DataType.UINT32:return 4;case H.onnx.TensorProto.DataType.INT64:case H.onnx.TensorProto.DataType.DOUBLE:case H.onnx.TensorProto.DataType.UINT64:return 8;default:throw new Error(`cannot calculate sizeof() on type ${H.onnx.TensorProto.DataType[i]}`)}}function mh(i,e){return new(ju(e))(i)}function ju(i){switch(i){case "bool":case "uint8":return Uint8Array;case "int8":return Int8Array;case "int16":return Int16Array;case "uint16":return Uint16Array;case "int32":return Int32Array;case "uint32":return Uint32Array;case "int64":return BigInt64Array;case "float32":return Float32Array;case "float64":return Float64Array;default:throw new Error("unspecified error")}}function ui(i,e){if(e===H.onnx.TensorProto.DataType.INT64||e===si.TensorDataType.INT64){if(i.greaterThanOrEqual(2147483648)||i.lessThan(-2147483648))throw new TypeError("int64 is not supported")}else if(e===H.onnx.TensorProto.DataType.UINT32||e===si.TensorDataType.UINT32||e===H.onnx.TensorProto.DataType.UINT64||e===si.TensorDataType.UINT64){if(i.greaterThanOrEqual(4294967296)||i.lessThan(0))throw new TypeError("uint64 is not supported")}else throw new TypeError(`not a LONG type: ${H.onnx.TensorProto.DataType[e]}`);return i.toNumber()}function Hu(i,e,o){switch(e){case H.onnx.TensorProto.DataType.BOOL:case H.onnx.TensorProto.DataType.UINT8:return i.getUint8(o);case H.onnx.TensorProto.DataType.INT8:return i.getInt8(o);case H.onnx.TensorProto.DataType.UINT16:return i.getUint16(o,true);case H.onnx.TensorProto.DataType.INT16:return i.getInt16(o,true);case H.onnx.TensorProto.DataType.FLOAT:return i.getFloat32(o,true);case H.onnx.TensorProto.DataType.INT32:return i.getInt32(o,true);case H.onnx.TensorProto.DataType.UINT32:return i.getUint32(o,true);case H.onnx.TensorProto.DataType.INT64:return ui(xe.fromBits(i.getUint32(o,true),i.getUint32(o+4,true),false),e);case H.onnx.TensorProto.DataType.DOUBLE:return i.getFloat64(o,true);case H.onnx.TensorProto.DataType.UINT64:return ui(xe.fromBits(i.getUint32(o,true),i.getUint32(o+4,true),true),e);default:throw new Error(`cannot read from DataView for type ${H.onnx.TensorProto.DataType[e]}`)}}var qu,H,si,bt,We=O(()=>{qu=rr(Fs());qo();Pr();H=rr(sr());Y();si=F.experimental.fbs,bt=class i{constructor(e,o,t,r,n,s=qu.Guid.create()){this.dims=e;this.type=o;this.dataProvider=t;this.asyncDataProvider=r;this.cache=n;this.dataId=s;this.size=B.validateDimsAndCalcSize(e);let a=this.size,u=t===void 0&&r===void 0&&n===void 0;if(n!==void 0&&n.length!==a)throw new RangeError("Input dims doesn't match data length.");if(o==="string"){if(n!==void 0&&(!Array.isArray(n)||!n.every(l=>typeof l=="string")))throw new TypeError("cache should be a string array");u&&(this.cache=new Array(a));}else {if(n!==void 0){let l=ju(o);if(!(n instanceof l))throw new TypeError(`cache should be type ${l.name}`)}if(u){let l=new ArrayBuffer(a*hh(o));this.cache=mh(l,o);}}}get data(){if(this.cache===void 0){let e=this.dataProvider(this.dataId);if(e.length!==this.size)throw new Error("Length of data provided by the Data Provider is inconsistent with the dims of this Tensor.");this.cache=e;}return this.cache}get stringData(){if(this.type!=="string")throw new TypeError("data type is not string");return this.data}get integerData(){switch(this.type){case "uint8":case "int8":case "uint16":case "int16":case "int32":case "uint32":case "bool":return this.data;default:throw new TypeError("data type is not integer (uint8, int8, uint16, int16, int32, uint32, bool)")}}get floatData(){switch(this.type){case "float32":case "float64":return this.data;default:throw new TypeError("data type is not float (float32, float64)")}}get numberData(){if(this.type!=="string")return this.data;throw new TypeError("type cannot be non-number (string)")}get(e){return this.data[B.indicesToOffset(e,this.strides)]}set(e,o){this.data[B.indicesToOffset(e,this.strides)]=o;}async getData(){return this.cache===void 0&&(this.cache=await this.asyncDataProvider(this.dataId)),this.cache}get strides(){return this._strides||(this._strides=B.computeStrides(this.dims)),this._strides}static fromProto(e){if(!e)throw new Error("cannot construct Value from an empty tensor");let o=At.tensorDataTypeFromProto(e.dataType),t=At.tensorDimsFromProto(e.dims),r=new i(t,o);if(o==="string")e.stringData.forEach((n,s)=>{r.data[s]=kr(n);});else if(e.rawData&&typeof e.rawData.byteLength=="number"&&e.rawData.byteLength>0){let n=r.data,s=new DataView(e.rawData.buffer,e.rawData.byteOffset,e.rawData.byteLength),a=Wu(e.dataType),u=e.rawData.byteLength/a;if(e.rawData.byteLength%a!==0)throw new Error("invalid buffer length");if(n.length!==u)throw new Error("buffer length mismatch");for(let l=0;l<u;l++){let f=Hu(s,e.dataType,l*a);n[l]=f;}}else {let n;switch(e.dataType){case H.onnx.TensorProto.DataType.FLOAT:n=e.floatData;break;case H.onnx.TensorProto.DataType.INT32:case H.onnx.TensorProto.DataType.INT16:case H.onnx.TensorProto.DataType.UINT16:case H.onnx.TensorProto.DataType.INT8:case H.onnx.TensorProto.DataType.UINT8:case H.onnx.TensorProto.DataType.BOOL:n=e.int32Data;break;case H.onnx.TensorProto.DataType.INT64:n=e.int64Data;break;case H.onnx.TensorProto.DataType.DOUBLE:n=e.doubleData;break;case H.onnx.TensorProto.DataType.UINT32:case H.onnx.TensorProto.DataType.UINT64:n=e.uint64Data;break;default:throw new Error("unspecific error")}if(n==null)throw new Error("failed to populate data from a tensorproto value");let s=r.data;if(s.length!==n.length)throw new Error("array length mismatch");for(let a=0;a<n.length;a++){let u=n[a];xe.isLong(u)?s[a]=ui(u,e.dataType):s[a]=u;}}return r}static fromData(e,o,t){return new i(o,t,void 0,void 0,e)}static fromOrtTensor(e){if(!e)throw new Error("cannot construct Value from an empty tensor");let o=At.tensorDimsFromORTFormat(e),t=At.tensorDataTypeFromProto(e.dataType()),r=new i(o,t);if(t==="string")for(let n=0;n<e.stringDataLength();n++)r.data[n]=e.stringData(n);else if(e.rawDataArray()&&typeof e.rawDataLength()=="number"&&e.rawDataLength()>0){let n=r.data,s=new DataView(e.rawDataArray().buffer,e.rawDataArray().byteOffset,e.rawDataLength()),a=Wu(e.dataType()),u=e.rawDataLength()/a;if(e.rawDataLength()%a!==0)throw new Error("invalid buffer length");if(n.length!==u)throw new Error("buffer length mismatch");for(let l=0;l<u;l++){let f=Hu(s,e.dataType(),l*a);n[l]=f;}}return r}};});function G(i){return i===1?bh:gh}function Xu(i){let e=G(i);return `${e.version}
precision highp float;
${e.attribute} vec3 position;
${e.attribute} vec2 textureCoord;
${e.varyingVertex} vec2 TexCoords;
void main()
{
gl_Position = vec4(position, 1.0);
TexCoords = textureCoord;
}`}function Ku(i){let e=G(i);return `${e.version}
precision highp float;
precision highp int;
precision highp sampler2D;
${e.varyingFrag} vec2 TexCoords;
${e.outputDeclaration}
const vec2 halfCR = vec2(0.5, 0.5);
// Custom vector types to handle higher dimenalities.
struct ivec5
{
int x;
int y;
int z;
int w;
int u;
};
struct ivec6
{
int x;
int y;
int z;
int w;
int u;
int v;
};
int imod(int x, int y) {
return x - y * (x / y);
}
`}function Ju(i,e){let o=G(i);return `
void main() {
int indices[${e}];
toVec(TexCoords, indices);
vec4 result = vec4(process(indices));
${o.output} = result;
}
`}var bh,gh,ut=O(()=>{bh={version:"",attribute:"attribute",varyingVertex:"varying",varyingFrag:"varying",texture2D:"texture2D",output:"gl_FragColor",outputDeclaration:""},gh={version:"#version 300 es",attribute:"in",varyingVertex:"out",varyingFrag:"in",texture2D:"texture",output:"outputColor",outputDeclaration:"out vec4 outputColor;"};});var j=O(()=>{});async function li(i,e=t=>0,o){return new Promise((t,r)=>{let n=0,s=()=>{if(i()){t();return}n++;let a=e(n);setTimeout(s,a);};s();})}function An(i){return ur(typeof i<"u"&&i.length!==0,()=>"empty string found for sampler name"),"get"+i.charAt(0).toUpperCase()+i.slice(1)}function Yu(i){return ur(typeof i<"u"&&i.length!==0,()=>"empty string found for sampler name"),"get"+i.charAt(0).toUpperCase()+i.slice(1)+"AtOutCoords"}function lr(i,e){let o=JSON.parse(JSON.stringify(i));return o=e,o}function fr(i,e){return e.map(o=>i[o]).join(", ")}function Bt(i){if(i<=1)return "int";if(i===2)return "ivec2";if(i===3)return "ivec3";if(i===4)return "ivec4";if(i===5)return "ivec5";if(i===6)return "ivec6";throw Error(`GPU for rank ${i} is not yet supported`)}function ne(i=6){return ["x","y","z","w","u","v"].slice(0,i)}var pe=O(()=>{Y();});function yh(i,e){return ne(e).map(o=>`${i}.${o}`)}function cr(i,e){return e===1?[i]:yh(i,e)}function de(){return `
float getChannel(vec4 frag, int dim) {
int modCoord = imod(dim, 2);
return modCoord == 0 ? frag.r : frag.g;
}
float getChannel(vec4 frag, vec2 innerDims) {
vec2 modCoord = mod(innerDims, 2.);
return modCoord.x == 0. ?
(modCoord.y == 0. ? frag.r : frag.g) :
(modCoord.y == 0. ? frag.b : frag.a);
}
`}var He=O(()=>{pe();});function Th(i,e,o){if(i===0)return "false";if(i===1)return `rc > ${e[0]}`;let t="";for(let r=i-2;r<i;r++)t+=`${o[r]} >= ${e[r-i+2]}`,r<i-1&&(t+="||");return t}function wh(i,e){let o=i.length;if(o===0)return "getA(), 0, 0, 0";if(o===1)return `getA(rc),
rc + 1 >= ${i[0]} ? 0. : getA(rc + 1),
0, 0`;let t="r, c",r="r, cp1",n="rp1, c",s="rp1, cp1",a="";if(o>2)for(let u=0;u<o-2;++u)a=a+`${e[u]},`;return `getA(${a}${t}),
rEdge ? 0. : getA(${a}${n}),
cEdge ? 0. : getA(${a}${r}),
rEdge || cEdge ? 0. : getA(${a}${s})`}function vh(i,e,o,t){return i===0||i===1?"":`
int r = ${e[i-2]};
int c = ${e[i-1]};
int rp1 = ${e[i-2]} + 1;
int cp1 = ${e[i-1]} + 1;
bool rEdge = rp1 >= ${t};
bool cEdge = cp1 >= ${o};
`}var Zu,xh,Qu,tl=O(()=>{ut();j();pe();He();Zu={name:"pack",inputNames:["A"],inputTypes:[1]},xh=(i,e)=>{let o=G(i.session.backend.glContext.version),t=e.dims,r=t.length,n=e.dims.length,s=Bt(n),a=cr("rc",n),u=vh(n,a,t[t.length-2],t[t.length-1]),l;r===0?l=[1,1]:r===1?l=[t[0],1]:l=[t[n-1],t[n-2]];let f=Th(n,l,a),p=wh(t,a),d=`
void main() {
${s} rc = getOutputCoords();
if(${f}) {
${o.output} = vec4(0);
} else {
${u}
${o.output} = vec4(${p});
}
}
`;return {...Zu,hasMain:true,output:{dims:e.dims,type:e.type,textureType:2},shaderSource:d}},Qu=(i,e)=>({...Zu,get:()=>xh(i,e)});});function fi(i){if(i.length===0)return [1,1,1];let e=1;for(let o=0;o<i.length-2;++o)e*=i[o];return [e,i.length>1?i[i.length-2]:1,i[i.length-1]]}function rl(i,e){let o=false;return i.length===0||e.length===0?o=true:i.length<2||e.length<2?o=i[i.length-1]===e[e.length-1]:o=i[i.length-1]===e[e.length-1]&&i[i.length-2]===e[e.length-2],o}function Oh(i){let e=B.computeStrides(i),o=["b","r","c"],t="index";return `
ivec3 inputCoordsFromReshapedOutCoords(int index) {
${e.map((n,s)=>{let a=`int ${o[s]} = ${t} / ${n}`,u=s===e.length-1?`int ${o[s+1]} = ${t} - ${o[s]} * ${n}`:`index -= ${o[s]} * ${n}`;return `${a}; ${u};`}).join("")}
return ivec3(b, r, c);
}
`}function Sh(i){let e=B.computeStrides(i);return `
int getFlattenedIndex(ivec3 coords) {
// reverse y, z order
return coords.x * ${e[0]} + coords.z * ${e[1]} + coords.y;
}
`}var Ih,_h,el,nl=O(()=>{Y();ut();j();He();Ih=i=>({name:"Reshape (packed)",inputTypes:[2],inputNames:["A"],cacheHint:`${i}`}),_h=(i,e,o,t)=>{let r=e.dims,n=t,s="";for(let l=0;l<4;l++){let f="";switch(l){case 0:f="outputCoords = rc;";break;case 1:f="outputCoords = ivec3(rc.x, rc.y+1, rc.z);";break;case 2:f="outputCoords = ivec3(rc.x, rc.y, rc.z+1);";break;case 3:f="outputCoords = ivec3(rc.x, rc.y+1, rc.z+1);";break;default:throw new Error}s+=`
${f}
${l>0?"if(outputCoords.y < rows && outputCoords.z < cols){":""}
int flattenedIndex = getFlattenedIndex(outputCoords);
ivec3 inputRC = inputCoordsFromReshapedOutCoords(flattenedIndex);
vec2 innerDims = vec2(float(inputRC.y),float(inputRC.z));
result[${l}] = getChannel(getA(inputRC.x, inputRC.y, inputRC.z), innerDims);
${l>0?"}":""}
`;}let a=G(i.session.backend.glContext.version),u=`
${Oh(r)}
${Sh(n)}
${de()}
void main() {
ivec3 rc = getOutputCoords();
vec4 result = vec4(0.0);
ivec3 outputCoords;
int rows = ${n[2]};
int cols = ${n[1]};
${s}
${a.output} = result;
}
`;return {...o,output:{dims:n,type:e.type,textureType:2},shaderSource:u,hasMain:true}},el=(i,e,o)=>{let t=Ih(o);return {...t,get:()=>_h(i,e,t,o)}};});var ci,ol=O(()=>{ut();j();ci=(i,e)=>{let o=e.shape,t=G(i.session.backend.glContext.version),r=`
const float FLOAT_MAX = 1.70141184e38;
const float FLOAT_MIN = 1.17549435e-38;
bool isNaN(float val) {
return (val < 1.0 || 0.0 < val || val == 0.0) ? false : true;
}
highp vec4 encodeAsUint8(highp float v) {
if (isNaN(v)) {
return vec4(255, 255, 255, 255);
}
highp float av = abs(v);
if(av < FLOAT_MIN) {
return vec4(0.0, 0.0, 0.0, 0.0);
} else if(v > FLOAT_MAX) {
return vec4(0.0, 0.0, 128.0, 127.0) / 255.0;
} else if(v < -FLOAT_MAX) {
return vec4(0.0, 0.0, 128.0, 255.0) / 255.0;
}
highp vec4 c = vec4(0,0,0,0);
highp float e = floor(log2(av));
highp float m = exp2(fract(log2(av))) - 1.0;
c[2] = floor(128.0 * m);
m -= c[2] / 128.0;
c[1] = floor(32768.0 * m);
m -= c[1] / 32768.0;
c[0] = floor(8388608.0 * m);
highp float ebias = e + 127.0;
c[3] = floor(ebias / 2.0);
ebias -= c[3] * 2.0;
c[2] += floor(ebias) * 128.0;
c[3] += 128.0 * step(0.0, -v);
return c / 255.0;
}
void main() {
float value = ${t.texture2D}(X,TexCoords).r;
${t.output} = encodeAsUint8(value);
}`,n={name:"Uint8Encode",inputTypes:[0],inputNames:["X"],output:{dims:o,type:e.tensor.type,textureType:3},shaderSource:r,hasMain:true};return i.executeProgram(n,[e.tensor])};});function Ph(i,e){if(i===1)return "rc";let o="";for(let t=0;t<i;t++)o+=e[t],t<i-1&&(o+=",");return o}var il,Ah,al,sl=O(()=>{ut();j();pe();He();il={name:"unpack",inputNames:["A"],inputTypes:[2]},Ah=(i,e)=>{let o=e.dims.length,t=cr("rc",o),r=t.slice(-2),n=Bt(o),s=de(),u=e.dims.length===0?"":Ph(o,t),l=o<=1?"rc":`vec2(${r.join(",")})`,f=G(i.session.backend.glContext.version),p=`
${s}
void main() {
${n} rc = getOutputCoords();
// Sample the texture with the coords to get the rgba channel value.
vec4 packedInput = getA(${u});
${f.output} = vec4(getChannel(packedInput, ${l}), 0, 0, 0);
}
`;return {...il,hasMain:true,output:{dims:e.dims,type:e.type,textureType:0},shaderSource:p}},al=(i,e)=>({...il,get:()=>Ah(i,e)});});var Pn,Br,En,Fr=O(()=>{Ut();Pn=class{constructor(e,o=1){if(o===1)this.internalFormat=e.R32F,this.format=e.RED,this.textureType=e.FLOAT,this.channelSize=o;else if(o===4)this.internalFormat=e.RGBA32F,this.format=e.RGBA,this.textureType=e.FLOAT,this.channelSize=o;else throw new Error(`Invalid number of channels: ${o}`)}encode(e,o){let t,r;return e.constructor!==Float32Array&&(tt.warning("Encoder","data was not of type Float32; creating new Float32Array"),r=new Float32Array(e)),o*this.channelSize>e.length?(tt.warning("Encoder","Source data too small. Allocating larger array"),r=e,t=this.allocate(o*this.channelSize),r.forEach((n,s)=>t[s]=n)):(r=e,t=r),t}allocate(e){return new Float32Array(e*4)}decode(e,o){return this.channelSize===1?e.filter((r,n)=>n%4===0).subarray(0,o):e.subarray(0,o)}},Br=class{constructor(e,o=1,t){if(o!==1&&o!==4)throw new Error(`Invalid number of channels: ${o}`);this.internalFormat=e.RGBA,this.format=e.RGBA,this.channelSize=o,this.textureType=t||e.FLOAT;}encode(e,o){let t=e;return this.channelSize===1&&(tt.verbose("Encoder","Exploding into a larger array"),t=this.allocate(o),e.forEach((r,n)=>t[n*4]=r)),t}allocate(e){return new Float32Array(e*4)}decode(e,o){return this.channelSize===1?e.filter((r,n)=>n%4===0).subarray(0,o):e.subarray(0,o)}},En=class{constructor(e,o=1){this.channelSize=4;if(o===1)this.internalFormat=e.ALPHA,this.format=e.ALPHA,this.textureType=e.UNSIGNED_BYTE,this.channelSize=o;else if(o===4)this.internalFormat=e.RGBA,this.format=e.RGBA,this.textureType=e.UNSIGNED_BYTE,this.channelSize=o;else throw new Error(`Invalid number of channels: ${o}`)}encode(e,o){return new Uint8Array(e.buffer,e.byteOffset,e.byteLength)}allocate(e){return new Uint8Array(e*this.channelSize)}decode(e,o){if(e instanceof Uint8Array)return e.subarray(0,o);throw new Error(`Invalid array type: ${e.constructor}`)}};});var Cr,ul,pi,ll=O(()=>{Y();j();Cr=(i,e,o)=>{let t=o===0||o===1?1:4,r=o===2,n=o===1||o===2,s=o===4?e.length-1:void 0,a=o===4?e.map((u,l)=>l===e.length-1?u*4:u):void 0;return pi(i,e,t,a,{isPacked:r,reverseWH:n,breakAxis:s})},ul=(i,e,o)=>{let t=Cr(i,e,o);return [t.width,t.height]},pi=(i,e,o=1,t,r)=>{let n=!!(r&&r.isPacked),[s,a]=i.computeTextureWH(n&&t||e,r),u=e.length,l=e.slice(0);if(u===0&&(l=[1]),o===1)t=e;else if(n){if(o!==4)throw new Error("a packed texture must be 4-channel");t=e,u>0&&(l[u-1]=Math.ceil(l[u-1]/2)),u>1&&(l[u-2]=Math.ceil(l[u-2]/2));}else if(!t)throw new Error("Unpacked shape is needed when using channels > 1");return {width:s,height:a,channels:o,isPacked:n,shape:l,strides:B.computeStrides(l),unpackedShape:t,reversedWH:r&&r.reverseWH}};});var Dh,Dn,cl=O(()=>{Ut();We();Y();tl();nl();ol();sl();Fr();ll();j();Dh=(i,e)=>{let o=e.map(r=>`${r.unpackedShape.join(",")};${r.width}x${r.height}`).join("_"),t=i.name;return i.cacheHint&&(t+="["+i.cacheHint+"]"),t+=":"+o,t},Dn=class{constructor(e){this.session=e;this.packedTextureDataCache=new Map,this.unpackedTextureDataCache=new Map;}calculateTextureWidthAndHeight(e,o){return ul(this.session.layoutStrategy,e,o)}executeProgram(e,o){if(o.length<e.inputNames.length)throw new Error(`Input size mustn't be less than ${e.inputNames.length}.`);if(e.inputNames.length!==e.inputTypes.length)throw new Error("input names size does not match input types");let t=[];for(let l=0;l<e.inputNames.length;++l)t[l]=this.getOrCreateTextureData(o[l],e.inputTypes[l]);let r=Dh(e,t),n=this.session.programManager.getArtifact(r),s=n?n.programInfo:typeof e.get=="function"?e.get():e,a=Cr(this.session.layoutStrategy,s.output.dims,s.output.textureType),u=this.createTextureData(a,s.output.type);return n||(n=this.session.programManager.build(s,t,u),this.session.programManager.setArtifact(r,n)),this.runProgram(n,t,u),u}run(e,o){return this.executeProgram(e,o).tensor}runProgram(e,o,t){for(let r=0;r<o.length;++r)if(!!o[r].isPacked!=(e.programInfo.inputTypes[r]===2))throw new Error(`input[${r}] property packed inconsistent`);if(!!t.isPacked!=(e.programInfo.output.textureType===2))throw new Error("output property packed inconsistent");this.session.programManager.run(e,o,t);}getOrCreateTextureData(e,o){let t=this.getTextureData(e.dataId,o===2);if(!t&&(t=this.getTextureData(e.dataId,o!==2),t))return o===2?this.pack(t):this.unpack(t);if(!t){let r=Cr(this.session.layoutStrategy,e.dims,o);if(o===4){let a=e.dims;if(a.length===4){let u=[a[0],Math.ceil(a[1]*a[2]*a[3]/4)],l=Cr(this.session.layoutStrategy,u,o),f=e.numberData;if(a[1]*a[2]*a[3]%4!==0){let p=a[0],d=a[1]*a[2]*a[3],y=Math.ceil(d*1/4)*4,T=p*y;f=new Float32Array(T);for(let v=0;v<p;++v){let S=v*d,L=v*y+v%1*d;f.set(e.numberData.subarray(S,S+d),L);}}return this.createTextureData(l,e.type,f,e,1)}}if(o===2){let n=pi(this.session.layoutStrategy,e.dims,1,[],{reverseWH:true}),s=this.createTextureData(n,e.type,e.numberData,e,1);t=this.pack(s);}else t=this.createTextureData(r,e.type,e.numberData,e,1);}return t}createTextureDataFromLayoutBindTensor(e,o,t,r){return this.createTextureData(e,o,t,r,1)}createTextureData(e,o,t,r,n){tt.verbose("InferenceHandler",`Creating TextureData: layout:[${JSON.stringify(e)}]`);let s=this.session.textureManager.createTextureFromLayout(o,e,t,n);return this.createTextureDataFromTexture(e,o,s,r)}reshapeUnpacked(e,o){let t=this.getOrCreateTextureData(e,0),r={channels:t.channels,height:t.height,width:t.width,shape:o.length!==0?o:[1],strides:B.computeStrides(o),unpackedShape:o};return this.createTextureDataFromTexture(r,e.type,t.texture).tensor}reshapePacked(e,o){let t=this.getOrCreateTextureData(e,2);if(rl(e.dims,o)){let l={channels:t.channels,height:t.height,width:t.width,shape:o.length!==0?o:[1],strides:B.computeStrides(o),unpackedShape:o,isPacked:true};return this.createTextureDataFromTexture(l,e.type,t.texture).tensor}let r=fi(e.dims),n=fi(o),s=this.reshapePacked(e,r),a=this.run(el(this,s,n),[s]);return this.reshapePacked(a,o)}cast(e,o){let t=this.getOrCreateTextureData(e,0);return this.createTextureDataFromTexture(t,o,t.texture).tensor}createTextureDataFromTexture(e,o,t,r,n){let s={...e,tensor:r||new bt(e.unpackedShape,o,a=>this.readTexture(s),async a=>this.readTextureAsync(s),void 0,n),texture:t};return this.setTextureData(s.tensor.dataId,s,e.isPacked),s}getTextureData(e,o=false){return this.session.isInitializer(e)?this.session.getTextureData(e,o):o?this.packedTextureDataCache.get(e):this.unpackedTextureDataCache.get(e)}setTextureData(e,o,t=false){this.session.isInitializer(e)?this.session.setTextureData(e,o,t):(t?this.packedTextureDataCache:this.unpackedTextureDataCache).set(e,o);}isTextureLayoutCached(e,o=false){return !!this.getTextureData(e.dataId,o)}dispose(){this.session.textureManager.clearActiveTextures(),this.packedTextureDataCache.forEach(e=>this.session.textureManager.releaseTexture(e)),this.packedTextureDataCache=new Map,this.unpackedTextureDataCache.forEach(e=>this.session.textureManager.releaseTexture(e)),this.unpackedTextureDataCache=new Map;}readTexture(e){return e.isPacked?this.readTexture(this.unpack(e)):this.session.backend.glContext.isFloat32DownloadSupported?this.session.textureManager.readTexture(e,e.tensor.type,e.channels):this.session.textureManager.readUint8TextureAsFloat(ci(this,e))}async readTextureAsync(e){return e.isPacked?this.readTextureAsync(this.unpack(e)):this.session.backend.glContext.isFloat32DownloadSupported?this.session.textureManager.readTextureAsync(e,e.tensor.type,e.channels):this.session.textureManager.readUint8TextureAsFloat(ci(this,e))}pack(e){return this.executeProgram(Qu(this,e.tensor),[e.tensor])}unpack(e){return this.executeProgram(al(this,e.tensor),[e.tensor])}};});var di,W,It=O(()=>{di=class{constructor(e){Object.assign(this,e);}get cacheKey(){return this.key||(this.key=Object.getOwnPropertyNames(this).sort().map(e=>`${this[e]}`).join(";")),this.key}},W=i=>new di(i);});var pl,dl,hl,Lh,$h,ml=O(()=>{It();ut();j();pl={name:"BatchNormalization",inputNames:["A","Scale","B","Mean","Variance"],inputTypes:[0,0,0,0,0]},dl=(i,e,o)=>($h(e),[i.run({...pl,cacheHint:o.cacheKey,get:()=>Lh(i,e,o)},e)]),hl=i=>{let e=i.attributes.getFloat("epsilon",1e-5),o=i.attributes.getFloat("momentum",.9),t=i.attributes.getInt("spatial",1);return W({epsilon:e,momentum:o,spatial:t})},Lh=(i,e,o)=>{let t=G(i.session.backend.glContext.version),r=e[0].dims.length,[n,s]=i.calculateTextureWidthAndHeight(e[1].dims,0),a=`
float process(int[${r}] indices) {
vec2 position = offsetToCoords(indices[1], ${n}, ${s});
float scale = getColorAsFloat(${t.texture2D}(Scale, position));
float mean = getColorAsFloat(${t.texture2D}(Mean, position));
float variance = getColorAsFloat(${t.texture2D}(Variance, position));
float b = getColorAsFloat(${t.texture2D}(B, position));
return scale * ( (_A(indices) - mean) / sqrt(variance + float(${o.epsilon})) ) + b;
}`;return {...pl,output:{dims:e[0].dims,type:e[0].type,textureType:0},shaderSource:a}},$h=i=>{if(!i||i.length!==5)throw new Error("BatchNormalization requires 5 inputs.");let e=i[0],o=i[1],t=i[2],r=i[3],n=i[4];if(e.dims.length<3||o.dims.length!==1||t.dims.length!==1||r.dims.length!==1||n.dims.length!==1)throw new Error("invalid input shape.");if(o.dims[0]!==e.dims[1]||t.dims[0]!==e.dims[1]||r.dims[0]!==e.dims[1]||n.dims[0]!==e.dims[1])throw new Error("invalid input shape.");if(e.type!=="float32"&&e.type!=="float64"||o.type!=="float32"&&o.type!=="float64"||t.type!=="float32"&&t.type!=="float64"||r.type!=="float32"&&r.type!=="float64"||n.type!=="float32"&&n.type!=="float64")throw new Error("invalid input tensor types.")};});var Ln,Ht,k,Nr,$n,Te=O(()=>{Ln=class{constructor(e,o,t,r){this.glContext=e;this.programInfo=o;this.inputTextureLayouts=t;this.outputTextureLayout=r;}},Ht=class{constructor(e){this.context=e;}},k=class{constructor(e,o){this.routineBody=e;this.dependencies=o;}},Nr=class{constructor(e,o,t){this.name=e;t?this.dependencies=t:this.dependencies=[],o&&(this.routineBody=o);}addDependency(e){e&&this.dependencies.push(e);}},$n=class{static returnOrderedNodes(e){if(!e||e.length===0)return [];if(e.length===1)return e;let o=new Set,t=new Set,r=new Array;return this.createOrderedNodes(e,o,t,r),r}static createOrderedNodes(e,o,t,r){for(let n=0;n<e.length;++n)this.dfsTraverse(e[n],o,t,r);}static dfsTraverse(e,o,t,r){if(!e||t.has(e.name))return;if(o.has(e.name))throw new Error("Cyclic dependency detected. Can't topologically sort routines needed for shader.");o.add(e.name);let n=e.dependencies;if(n&&n.length>0)for(let s=0;s<n.length;++s)this.dfsTraverse(n[s],o,t,r);r.push(e),t.add(e.name),o.delete(e.name);}};});function Bh(){let i="add_";return {body:`
float ${i}(float a, float b) {
return a + b;
}
vec4 ${i}(vec4 v1, vec4 v2) {
return v1 + v2;
}
`,name:i,type:0}}function Fh(){let i="div_";return {body:`
float ${i}(float a, float b) {
return a / b;
}
vec4 ${i}(vec4 v1, vec4 v2) {
return v1 / v2;
}
`,name:i,type:0}}function Ch(){let i="mul_";return {body:`
float ${i}(float a, float b) {
return a * b;
}
vec4 ${i}(vec4 v1, vec4 v2) {
return v1 * v2;
}
`,name:i,type:0}}function Nh(){let i="sub_";return {body:`
float ${i}(float a, float b) {
return a - b;
}
vec4 ${i}(vec4 v1, vec4 v2) {
return v1 - v2;
}
`,name:i,type:0}}function Rh(){let i="equal_";return {body:`
float ${i}(float a, float b) {
return float(a == b);
}
vec4 ${i}(vec4 v1, vec4 v2) {
return vec4(equal(v1, v2));
}
`,name:i,type:0}}function Gh(){let i="greater_";return {body:`
float ${i}(float a, float b) {
return float(a > b);
}
vec4 ${i}(vec4 v1, vec4 v2) {
return vec4( v1.r > v2.r ,
v1.g > v2.g,
v1.b > v2.b,
v1.a > v2.a );
}
`,name:i,type:0}}function Mh(){let i="less_";return {body:`
float ${i}(float a, float b) {
return float(a < b);
}
vec4 ${i}(vec4 v1, vec4 v2) {
return vec4( v1.r < v2.r ,
v1.g < v2.g,
v1.b < v2.b,
v1.a < v2.a );
}
`,name:i,type:0}}function Uh(){let i="and_";return {body:`
float ${i}(float a, float b) {
return float( bool(a) && bool(b) );
}
vec4 ${i}(vec4 v1, vec4 v2) {
bvec4 b1 = bvec4(v1);
bvec4 b2 = bvec4(v2);
return vec4( b1.r && b2.r ,
b1.g && b2.g,
b1.b && b2.b,
b1.a && b2.a );
}
`,name:i,type:0}}function Vh(){let i="or_";return {body:`
float ${i}(float a, float b) {
return float( bool(a) || bool(b) );
}
vec4 ${i}(vec4 v1, vec4 v2) {
bvec4 b1 = bvec4(v1);
bvec4 b2 = bvec4(v2);
return vec4( b1.r || b2.r ,
b1.g || b2.g,
b1.b || b2.b,
b1.a || b2.a );
}
`,name:i,type:0}}function zh(){let i="xor_";return {body:`
float ${i}(float a, float b) {
return float( bool(a) ^^ bool(b) );
}
vec4 ${i}(vec4 v1, vec4 v2) {
bvec4 b1 = bvec4(v1);
bvec4 b2 = bvec4(v2);
return vec4( b1.r ^^ b2.r ,
b1.g ^^ b2.g,
b1.b ^^ b2.b,
b1.a ^^ b2.a );
}
`,name:i,type:0}}function Wh(){return qh("pow")}function Hh(){let i="prelu_";return {body:`
float ${i}(float a, float b) {
return a < 0.0 ? a * b: a;
}
vec4 ${i}(vec4 v1, vec4 v2) {
return vec4(
v1.r < 0.0 ? v1.r * v2.r: v1.r,
v1.g < 0.0 ? v1.g * v2.g: v1.g,
v1.b < 0.0 ? v1.b * v2.b: v1.b,
v1.a < 0.0 ? v1.a * v2.a: v1.a
);
}
`,name:i,type:0}}function qh(i){let e=`${i}_`;return {body:`
float ${e}(float a, float b) {
return ${i}(a, b);
}
vec4 ${e}(vec4 v1, vec4 v2) {
return ${i}(v1, v2);
}
`,name:e,type:0}}var qt,jh,bl,gl,yl,xl,Tl,wl,vl,Il,_l,Ol,Sl,Al,Pl=O(()=>{Y();Te();ut();j();qt=(i,e,o,t=e[0].type,r)=>{let n=i.session.pack?2:0;return {name:o.name,inputNames:["A","B"],inputTypes:[n,n],cacheHint:r,get:()=>jh(i,e,o,t)}},jh=(i,e,o,t=e[0].type)=>{let r=i.session.pack?2:0,n=!B.areEqual(e[0].dims,e[1].dims),s=e[0].dims,a=i.session.pack;if(n){let f=kt.calcShape(e[0].dims,e[1].dims,false);if(!f)throw new Error("Can't perform binary op on the given tensors");s=f;let p=s.length,d=e[0].dims.length!==0?e[0].dims.length:1,y=e[1].dims.length!==0?e[1].dims.length:1,T=e[0].dims.length!==0?"bcastIndices_A(indices, aindices);":"aindices[0] = 0;",v=e[1].dims.length!==0?"bcastIndices_B(indices, bindices);":"bindices[0] = 0;",S=G(i.session.backend.glContext.version),L=a?`
${o.body}
void main() {
vec4 a = getAAtOutCoords();
vec4 b = getBAtOutCoords();
vec4 result = ${o.name}(a, b);
${S.output} = result;
}`:`
${o.body}
float process(int indices[${p}]) {
int aindices[${d}];
int bindices[${y}];
${T}
${v}
return ${o.name}(_A(aindices), _B(bindices));
}`;return {name:o.name,inputNames:["A","B"],inputTypes:[r,r],output:{dims:s,type:t,textureType:r},shaderSource:L,hasMain:a}}let u=G(i.session.backend.glContext.version),l=`
${o.body}
void main() {
vec4 v1 = ${u.texture2D}(A, TexCoords);
vec4 v2 = ${u.texture2D}(B, TexCoords);
vec4 result = ${o.name}(v1, v2);
${u.output} = result;
}
`;return {name:o.name,inputNames:["A","B"],inputTypes:[r,r],output:{dims:e[0].dims,type:t,textureType:r},shaderSource:l,hasMain:true}},bl=(i,e)=>[i.run(qt(i,e,Bh()),e)],gl=(i,e)=>[i.run(qt(i,e,Uh(),"bool"),e)],yl=(i,e)=>[i.run(qt(i,e,Fh()),e)],xl=(i,e)=>[i.run(qt(i,e,Rh(),"bool"),e)],Tl=(i,e)=>[i.run(qt(i,e,Gh(),"bool"),e)],wl=(i,e)=>[i.run(qt(i,e,Mh(),"bool"),e)],vl=(i,e)=>[i.run(qt(i,e,Ch()),e)],Il=(i,e)=>[i.run(qt(i,e,Vh(),"bool"),e)],_l=(i,e)=>[i.run(qt(i,e,Wh()),e)],Ol=(i,e)=>[i.run(qt(i,e,Hh()),e)],Sl=(i,e)=>[i.run(qt(i,e,Nh()),e)],Al=(i,e)=>[i.run(qt(i,e,zh(),"bool"),e)];});var El,Dl,Kh,Ll=O(()=>{Y();El=(i,e,o)=>(Kh(e),[i.cast(e[0],o)]),Dl=i=>At.tensorDataTypeFromProto(i.attributes.getInt("to")),Kh=i=>{if(!i||i.length!==1)throw new Error("Cast requires 1 input.");if(i[0].type==="string")throw new Error("Invalid input type.")};});var Jh,Yh,$l,kn,kl=O(()=>{ut();j();pe();He();Jh=(i,e)=>({name:"Concat (packed)",inputNames:Array.from({length:i},(o,t)=>`X${t}`),inputTypes:Array(i).fill(2),cacheHint:e}),Yh=(i,e,o,t)=>{let r=o[0].dims.slice();if(t>=r.length||t<-1*r.length)throw new Error("axis specified for concat doesn't match input dimensionality");t<0&&(t=r.length+t);let n=r.slice(0);for(let V=1;V<o.length;V++){let lt=o[V].dims.slice();for(let wt=0;wt<r.length;wt++)if(wt===t)n[t]+=lt[wt];else if(r[wt]!==lt[wt])throw new Error("non concat dimensions must match")}let s=n.length,a=cr("coords",s),u=Bt(s),l=de(),f=o.map(V=>V.dims),p=ne(s),d=new Array(f.length-1);d[0]=f[0][t];for(let V=1;V<d.length;V++)d[V]=d[V-1]+f[V][t];let y=p[t],T=p.slice(-2),v=p.join(),S=`if (${y} < ${d[0]}) {
return getChannel(
getX0(${v}), vec2(${T.join()}));
}`;for(let V=1;V<d.length;V++){let lt=d[V-1];S+=`
if (${y} < ${d[V]} && ${y} >= ${d[V-1]}) {
return getChannel(
getX${V}(${kn(p,y,lt)}),
vec2(${kn(T,y,lt)}));
}`;}let L=d.length,P=d[d.length-1];S+=`
return getChannel(
getX${L}(${kn(p,y,P)}),
vec2(${kn(T,y,P)}));`;let A=G(i.session.backend.glContext.version),M=`
${l}
float getValue(${p.map(V=>"int "+V)}) {
${S}
}
void main() {
${u} coords = getOutputCoords();
int lastDim = coords.${p[s-1]};
coords.${p[s-1]} = coords.${p[s-2]};
coords.${p[s-2]} = lastDim;
vec4 result = vec4(getValue(${a}), 0., 0., 0.);
${a[s-1]} = ${a[s-1]} + 1;
if (${a[s-1]} < ${n[s-1]}) {
result.g = getValue(${a});
}
${a[s-2]} = ${a[s-2]} + 1;
if (${a[s-2]} < ${n[s-2]}) {
result.a = getValue(${a});
}
${a[s-1]} = ${a[s-1]} - 1;
if (${a[s-2]} < ${n[s-2]} &&
${a[s-1]} < ${n[s-1]}) {
result.b = getValue(${a});
}
${A.output} = result;
}
`;return {...e,output:{dims:n,type:o[0].type,textureType:2},shaderSource:M,hasMain:true}},$l=(i,e,o)=>{let t=Jh(e.length,o.cacheKey);return {...t,get:()=>Yh(i,t,e,o.axis)}},kn=(i,e,o)=>{let t=i.indexOf(e);return i.map((n,s)=>s===t?`${n} - ${o}`:n).join()};});var Bl,Zh,Qh,tm,Fl,em,rm,nm,Cl,om,Nl=O(()=>{It();j();kl();Bl=(i,e,o)=>(om(e),i.session.pack&&e[0].dims.length>1?[i.run($l(i,e,o),e)]:[i.run(tm(i,e,o),e)]),Zh=(i,e)=>({name:"Concat",inputNames:Array.from({length:i},(o,t)=>`X${t}`),inputTypes:Array(i).fill(0),cacheHint:e}),Qh=(i,e,o,t)=>{let r=o[0].dims.slice();if(t>=r.length||t<-1*r.length)throw new Error("axis specified for concat doesn't match input dimensionality");t<0&&(t=r.length+t);let n=r.slice(0);for(let y=1;y<o.length;y++){let T=o[y].dims.slice();for(let v=0;v<r.length;v++)if(v===t)n[t]+=T[v];else if(r[v]!==T[v])throw new Error("non concat dimensions must match")}let s=n.length,a=new Array(o.length),u=0;for(let y=0;y<a.length;++y)u+=o[y].dims[t],a[y]=u;let l="";o.length<5?l=Fl(a):l=em(a);let f=rm(o.length,s),p=nm(a),d=`
${f}
${p}
${l}
float process(int indices[${s}]) {
int textureIndex = getTextureWhereDataResides (indices[${t}]);
if(textureIndex != 0) {
indices[${t}] = indices[${t}] - int(getSizeInConcatAxisValueFromIndex(textureIndex-int(1)));
}
return fetchDataFromCorrectTexture(textureIndex, indices);
}`;return {...e,output:{dims:n,type:o[0].type,textureType:0},shaderSource:d}},tm=(i,e,o)=>{let t=Zh(e.length,o.cacheKey);return {...t,get:()=>Qh(i,t,e,o.axis)}},Fl=i=>`int getTextureWhereDataResides(int index) {
${i.map((o,t)=>`if(index<${o}) {return ${t};}
`).join("")}
}`,em=i=>Fl(i),rm=(i,e)=>{let o=[`float fetchDataFromCorrectTexture(int textureIndex, int indices[${e}]) {`];for(let t=0;t<i;++t)t===0?o.push(` if (textureIndex == ${t}) { return _X${t}(indices); }`):t===i-1?o.push(` else { return _X${t}(indices); }`):o.push(` else if (textureIndex == ${t}) { return _X${t}(indices); }`);return o.push(" }"),o.join(`
`)},nm=i=>{let e=["int getSizeInConcatAxisValueFromIndex(int index) {"];for(let o=0;o<i.length;++o)o===0?e.push(` if (index == ${o}) { return ${i[o]}; }`):o===i.length-1?e.push(` else { return ${i[o]}; }`):e.push(` else if (index == ${o}) { return ${i[o]}; }`);return e.push(" }"),e.join(`
`)},Cl=i=>W({axis:i.attributes.getInt("axis")}),om=i=>{if(!i||i.length<1)throw new Error("too few inputs");let e=i[0].type,o=i[0].dims.length;if(e==="string")throw new Error("string tensor is not supported yet");for(let t of i){if(t.type!==e)throw new Error("input tensors should be one type");if(t.dims.length!==o)throw new Error("input tensors should have the same shape")}};});function im(){return jt("abs")}function am(){return jt("acos")}function sm(){return jt("asin")}function um(){return jt("atan")}function lm(){return jt("ceil")}function fm(){return jt("cos")}function cm(i){let e="elu";return {body:`
const float alpha = float(${i});
float ${e}_(float a) {
return a >= 0.0 ? a: (exp(a) - 1.0) * alpha;
}
vec4 ${e}_(vec4 v) {
return vec4(${e}_(v.x), ${e}_(v.y), ${e}_(v.z), ${e}_(v.w));
}
`,name:e,type:0}}function pm(){return jt("exp")}function dm(){return jt("floor")}function hi(i,e){let o="clip";return {body:`
const float min = float(${i});
const float max = float(${e});
float ${o}_(float a) {
return clamp(a, min, max);
}
vec4 ${o}_(vec4 v) {
return clamp(v, min, max);
}
`,name:o,type:0}}function hm(){let i="indentity";return {body:`
float ${i}_(float a) {
return a;
}
vec4 ${i}_(vec4 v) {
return v;
}
`,name:i,type:0}}function mm(i){let e="leakyRelu";return {body:`
const float alpha = float(${i});
float ${e}_(float a) {
return a < 0.0 ? a * alpha : a;
}
vec4 ${e}_(vec4 v) {
return vec4(${e}_(v.x), ${e}_(v.y), ${e}_(v.z), ${e}_(v.w));
}
`,name:e,type:0}}function bm(){return jt("log")}function gm(){let i="neg";return {body:`
float ${i}_(float a) {
return -a;
}
vec4 ${i}_(vec4 v) {
return -v;
}
`,name:i,type:0}}function ym(){let i="not";return {body:`
float ${i}_(float a) {
return float( ! bool(a) );
}
bool ${i}_(bool a) {
return !a;
}
vec4 ${i}_(vec4 v) {
return vec4(!bool(v.x), !bool(v.y), !bool(v.z), !bool(v.w));
}
bvec4 ${i}_(bvec4 v) {
return bvec4(!v.x, !v.y, !v.z, !v.w);
}
`,name:i,type:0}}function xm(){return jt("sin")}function mi(){let i="relu";return {body:`
float ${i}_(float a) {
return max( a, 0.0 );
}
vec4 ${i}_(vec4 v) {
return max( v, 0.0 );
}
`,name:i,type:0}}function bi(){let i="sigmoid";return {body:`
float ${i}_(float a) {
return 1.0 / (1.0 + exp(-a));
}
vec4 ${i}_(vec4 v) {
return 1.0 / (1.0 + exp(-v));
}
`,name:i,type:0}}function Tm(){return jt("sqrt")}function wm(){return jt("tan")}function vm(){let i="tanh";return {body:`
float ${i}_(float a) {
a = clamp(a, -10., 10.);
a = exp(2.*a);
return (a - 1.) / (a + 1.);
}
vec4 ${i}_(vec4 v) {
v = clamp(v, -10., 10.);
v = exp(2.*v);
return (v - 1.) / (v + 1.);
}
`,name:i,type:0}}function jt(i){return {body:`
float ${i}_(float a) {
return ${i}(a);
}
vec4 ${i}_(vec4 v) {
return ${i}(v);
}
`,name:i,type:0}}var Im,dt,Rl,Gl,Ml,Ul,gi,Vl,zl,_m,Wl,Hl,ql,jl,Xl,Kl,yi,Jl,Yl,Zl,Ql,tf,ef,rf,nf,of,af,sf,xi=O(()=>{It();Y();Te();ut();j();Im=(i,e,o,t)=>{let r=i.session.pack?2:0,n=G(i.session.backend.glContext.version);return {...e,output:{dims:o.dims,type:o.type,textureType:r},shaderSource:`
${t.body}
void main() {
vec4 v = ${n.texture2D}(A, TexCoords);
v = ${t.name}_(v);
${n.output} = v;
}
`,hasMain:true}},dt=(i,e,o,t)=>{let r=i.session.pack?2:0,n={name:o.name,inputTypes:[r],inputNames:["A"],cacheHint:t};return {...n,get:()=>Im(i,n,e,o)}},Rl=(i,e)=>[i.run(dt(i,e[0],im()),e)],Gl=(i,e)=>[i.run(dt(i,e[0],am()),e)],Ml=(i,e)=>[i.run(dt(i,e[0],sm()),e)],Ul=(i,e)=>[i.run(dt(i,e[0],um()),e)],gi=(i,e,o)=>[i.run(dt(i,e[0],hi(o.min,o.max),o.cacheKey),e)],Vl=i=>W({min:i.attributes.getFloat("min",Ve),max:i.attributes.getFloat("max",ze)}),zl=(i,e)=>{let o=_m(i,e);return gi(i,[e[0]],o)},_m=(i,e)=>{if(e.length>=3&&(!i.session.isInitializer(e[1].dataId)||!i.session.isInitializer(e[2].dataId)))throw new Error("dynamic clip attributes are not allowed");let o=e.length>=3?e[1].numberData[0]:Ve,t=e.length>=3?e[2].numberData[0]:ze;return W({min:o,max:t})},Wl=(i,e)=>[i.run(dt(i,e[0],lm()),e)],Hl=(i,e)=>[i.run(dt(i,e[0],fm()),e)],ql=(i,e,o)=>[i.run(dt(i,e[0],cm(o.alpha),o.cacheKey),e)],jl=i=>W({alpha:i.attributes.getFloat("alpha",1)}),Xl=(i,e)=>[i.run(dt(i,e[0],pm()),e)],Kl=(i,e)=>[i.run(dt(i,e[0],dm()),e)],yi=(i,e)=>[i.run(dt(i,e[0],hm()),e)],Jl=(i,e,o)=>[i.run(dt(i,e[0],mm(o.alpha),o.cacheKey),e)],Yl=i=>W({alpha:i.attributes.getFloat("alpha",.01)}),Zl=(i,e)=>[i.run(dt(i,e[0],bm()),e)],Ql=(i,e)=>[i.run(dt(i,e[0],gm()),e)],tf=(i,e)=>[i.run(dt(i,e[0],ym()),e)],ef=(i,e)=>[i.run(dt(i,e[0],mi()),e)],rf=(i,e)=>[i.run(dt(i,e[0],bi()),e)],nf=(i,e)=>[i.run(dt(i,e[0],xm()),e)],of=(i,e)=>[i.run(dt(i,e[0],Tm()),e)],af=(i,e)=>[i.run(dt(i,e[0],wm()),e)],sf=(i,e)=>[i.run(dt(i,e[0],vm()),e)];});function he(i){let e;switch(i.activation){case "Relu":e=mi();break;case "Sigmoid":e=bi();break;case "Clip":e=hi(i.clipMin,i.clipMax);break;default:return {activationFunction:"",applyActivation:""}}let o=e.name,t=e.body,r=`value = ${o}_(value);`;return {activationFunction:t,applyActivation:r}}var pr,qe=O(()=>{Y();xi();pr=i=>{let e=i.getString("activation","");if(e==="Clip"){let[o,t]=i.getFloats("activation_params",[Ve,ze]);return {activation:e,clipMax:t,clipMin:o,activationCacheKey:`${e}:${o},${t}`}}return {activation:e,activationCacheKey:e}};});var Sm,Am,uf,lf=O(()=>{Ut();ut();j();Bn();qe();Sm=(i,e)=>({name:"GroupedConv",inputNames:i?["X","W","Bias"]:["X","W"],inputTypes:i?[0,0,0]:[0,0],cacheHint:e}),Am=(i,e,o,t)=>{let n=e.length>2?"value += getBias(output_channel);":"",s=e[0].dims.slice(),a=e[1].dims.slice(),u=a[0]/t.group;tt.verbose("GroupedConv",`autpPad:${t.autoPad}, dilations:${t.dilations}, group:${t.group}, kernelShape:${t.kernelShape}, pads:${t.pads}, strides:${t.strides}`);let l=dr(s,a,t.dilations,t.pads,t.strides),f=G(i.session.backend.glContext.version),{activationFunction:p,applyActivation:d}=he(t),y=`
const ivec2 strides = ivec2(${t.strides[0]}, ${t.strides[1]});
const ivec2 pads = ivec2(${t.pads[0]}, ${t.pads[1]});
${p}
void main() {
ivec4 coords = getOutputCoords();
int batch = coords.x;
int output_channel = coords.y;
ivec2 xRCCorner = coords.zw * strides - pads;
int group_id = output_channel / ${u};
float value = 0.0;
for (int wInChannel = 0; wInChannel < ${a[1]}; wInChannel++) {
int input_channel = group_id * ${a[1]} + wInChannel;
for (int wHeight = 0; wHeight < ${a[2]}; wHeight++) {
int xHeight = xRCCorner.x + wHeight * ${t.dilations[0]};
if (xHeight < 0 || xHeight >= ${s[2]}) {
continue;
}
for (int wWidth = 0; wWidth < ${a[3]}; wWidth++) {
int xWidth = xRCCorner.y + wWidth * ${t.dilations[1]};
if (xWidth < 0 || xWidth >= ${s[3]}) {
continue;
}
float xVal = getX(batch, input_channel, xWidth, xHeight);
float wVal = getW(output_channel, wInChannel, wWidth, wHeight);
value += xVal*wVal;
}
}
}
${n}
${d}
${f.output} = vec4(value, .0, .0, .0);
}
`;return {...o,output:{dims:l,type:e[0].type,textureType:0},shaderSource:y,hasMain:true}},uf=(i,e,o)=>{let t=Sm(e.length>2,o.cacheKey);return {...t,get:()=>Am(i,e,t,o)}};});var Pm,Em,ff,cf=O(()=>{ut();j();He();Pm=i=>({name:"Im2Col (packed)",inputNames:["A"],inputTypes:[2],cacheHint:i}),Em=(i,e,o,t,r,n)=>{let s=o.dims,a=t.dims,u=2,l=3,f=r.length,p=[a[1]*a[2]*a[3],r[2]*r[3]],d=a[2]*a[3],y=de(),T=G(i.session.backend.glContext.version),v="";for(let L=0;L<=1;L++)for(let P=0;P<=1;P++)v+=`
blockIndex = rc.x + ${P};
pos = rc.y + ${L};
if(blockIndex < ${p[1]} && pos < ${p[0]}) {
offsetY = int(blockIndex / (${r[f-1]})) * ${n.strides[0]} -
${n.pads[0]};
d0 = offsetY + ${n.dilations[0]} * (imod(pos, ${d}) / ${a[2]});
if(d0 < ${s[u]} && d0 >= 0) {
offsetX = imod(blockIndex, ${r[f-1]}) * ${n.strides[1]} -
${n.pads[1]};
d1 = offsetX + ${n.dilations[1]} * imod(imod(pos, ${d}), ${a[2]});
if(d1 < ${s[l]} && d1 >= 0) {
ch = int(float(pos)/ ${d}.);
innerDims = vec2(d0, d1);
result[${L*2+P}] = getChannel(
getA(0, ch, int(innerDims.x),
int(innerDims.y)), innerDims);
}
}
}
`;let S=`
${y}
void main() {
ivec2 rc = getOutputCoords();
vec4 result = vec4(0.0);
int blockIndex, pos, offsetY, d0, offsetX, d1, ch;
vec2 innerDims;
${v}
${T.output} = result;
}
`;return {...e,output:{dims:p,type:o.type,textureType:2},shaderSource:S,hasMain:true}},ff=(i,e,o,t,r)=>{let n=Pm(r.cacheKey);return {...n,get:()=>Em(i,n,e,o,t,r)}};});function Lm(i,e,o){let t=e[0].dims,r=e[1].dims,n=kt.calcShape(t,r,true);if(!n)throw new Error("Can't use matmul on the given tensors");let s=Bt(n.length),a=ne(),{activationFunction:u,applyActivation:l}=he(o),f=e.length>2,p=f?"value += getBiasForMatmul();":"",d=f?`${wi(s,a,e[2].dims,n,false)}`:"",y=n.length,T=t.length,v=r.length,S=t[t.length-1],L=`
${u}
${d}
float process(int indices[${y}]) {
int a[${T}];
int b[${v}];
bcastMatmulIndices_A(indices, a);
bcastMatmulIndices_B(indices, b);
float value;
for (int k=0; k<${S}; ++k) {
a[${T-1}] = k;
b[${v-2}] = k;
value += _A(a) * _B(b);
}
${p}
${l}
return value;
}`;return {...i,output:{dims:n,type:e[0].type,textureType:0},shaderSource:L}}function Ti(i,e){let o=Dm(i.length>2,e.activationCacheKey);return {...o,get:()=>Lm(o,i,e)}}function wi(i,e,o,t,r){let n="",s=o.length,a=t.length,u=a-s;a<2&&s>0?n="coords":n=o.map((v,S)=>`coords.${e[S+u]}`).join(", ");let f=kt.getBroadcastDims(o,t).map(v=>`coords.${e[v+u]} = 0;`).join(`
`),d=B.size(o)===1,y="vec4(outputValue.xx, outputValue.yy)";return d&&(y="vec4(outputValue.x)"),r?`
vec4 getBiasForMatmul() {
${i} coords = getOutputCoords();
${f}
vec4 outputValue = getBias(${n});
return ${y};
}`:`
float getBiasForMatmul() {
${i} coords = getOutputCoords();
${f}
return getBias(coords.x);
}`}var pf,df,Dm,$m,Fn=O(()=>{Y();j();pe();qe();vi();pf=(i,e,o)=>($m(e),i.session.pack?[i.run(Cn(i,e,o),e)]:[i.run(Ti(e,o),e)]),df=i=>pr(i.attributes),Dm=(i,e)=>({name:"MatMul",inputNames:i?["A","B","Bias"]:["A","B"],inputTypes:i?[0,0,0]:[0,0],cacheHint:e});$m=i=>{if(!i||i.length!==2)throw new Error("MatMul requires 2 inputs.");if(i[0].dims[i[0].dims.length-1]!==i[1].dims[i[1].dims.length-2])throw new Error("shared dimension does not match.");if(i[0].type!=="float32"&&i[0].type!=="float64"||i[1].type!=="float32"&&i[1].type!=="float64")throw new Error("inputs should be float type");if(i[0].type!==i[1].type)throw new Error("inputs types should match")};});function Fm(i,e,o,t){let r=[],n=[],s=o[0].dims,a=o[1].dims,u=s.length,l=a.length,f=t.length,p=f-u,d=f-l;r=s.map((A,M)=>`coords.${e[M+p]}`),r[u-1]="i*2",r.join(", "),n=a.map((A,M)=>`coords.${e[M+d]}`),n[l-2]="i*2",n.join(", ");let y=kt.getBroadcastDims(s,t),T=kt.getBroadcastDims(a,t),v=y.map(A=>`coords.${e[A+p]} = 0;`).join(`
`),S=T.map(A=>`coords.${e[A+d]} = 0;`).join(`
`),L=`int lastDim = coords.${e[f-1]};
coords.${e[f-1]} = coords.${e[f-2]};
coords.${e[f-2]} = lastDim;`;return `
vec4 getAAtOutCoordsMatmul(int i) {
${i} coords = getOutputCoords();
${L}
${v}
vec4 outputValue = getA(${r});
return outputValue;
}
vec4 getBAtOutCoordsMatmul(int i) {
${i} coords = getOutputCoords();
${L}
${S}
vec4 outputValue = getB(${n});
return outputValue;
}`}function Cm(i,e){let o="";for(let t=0;t<e-2;t++)o+=`rc.${i[t]}, `;return o+=`rc.${i[e-2]}, i*2`,o}function Nm(i,e){let o="";for(let t=0;t<e-2;t++)o+=`rc.${i[t]}, `;return o+=`i*2, rc.${i[e-1]}`,o}var km,Bm,Cn,vi=O(()=>{Y();ut();j();pe();qe();Fn();km=(i,e)=>({name:"MatMul (packed)",inputNames:i?["A","B","Bias"]:["A","B"],inputTypes:i?[2,2,2]:[2,2],cacheHint:e}),Bm=(i,e,o,t)=>{let r=o.length>2,n=r?"value += getBiasForMatmul();":"",s=o[0].dims,a=o[1].dims,u=kt.calcShape(s,a,true),l=!B.areEqual(o[0].dims,o[1].dims);if(!u)throw new Error("Can't use matmul on the given tensors");let f=s[s.length-1],p=Math.ceil(f/2),d=s.length,y=a.length,T=G(i.session.backend.glContext.version),v=Bt(u.length),S=u.length,L=ne(),{activationFunction:P,applyActivation:A}=he(t),M=r?`${wi(v,L,o[2].dims,u,true)}`:"",V=l?`${Fm(v,L,o,u)}`:"",lt=l?"getAAtOutCoordsMatmul(i)":`getA(${Cm(L,d)})`,wt=l?"getBAtOutCoordsMatmul(i)":`getB(${Nm(L,y)})`,et=l?"":`${v} rc =
getOutputCoords(); int lastDim = rc.${L[S-1]}; rc.${L[S-1]} =
rc.${L[S-2]}; rc.${L[S-2]} = lastDim;
`,Dt=`
${V}
${M}
${P}
void main() {
${et}
vec4 value = vec4(0);
for (int i = 0; i < ${p}; i++) {
vec4 a = ${lt};
vec4 b = ${wt};
value += (a.rrbb * b.rgrg);
value += (a.ggaa * b.baba);
}
${n}
${A}
${T.output} = value;
}`;return {...e,output:{dims:u,type:o[0].type,textureType:2},shaderSource:Dt,hasMain:true}},Cn=(i,e,o)=>{let t=km(e.length>2,o.activationCacheKey);return {...t,get:()=>Bm(i,t,e,o)}};});var hf,mf=O(()=>{Bn();cf();vi();hf=(i,e,o)=>{let t=e[0].dims,r=e[1].dims,n=dr(t,r,o.dilations,o.pads,o.strides),s=i.run(ff(i,e[0],e[1],n,o),[e[0]]),a=i.reshapePacked(e[1],[r[0],r[1]*r[2]*r[3]]),u=e.length===3?[a,s,e[2]]:[a,s],l=i.run(Cn(i,u,o),u);return i.reshapePacked(l,n)};});var Rm,Gm,bf,Ii,_i=O(()=>{j();Rm=i=>({name:"Im2Col",inputNames:["X"],inputTypes:[0],cacheHint:i}),Gm=(i,e,o,t,r,n)=>{let s=o.dims,a=t.dims,u=r.length,l=Ii(s,a,r,4),f=`
const int XC = ${s[1]};
const int XH = ${s[2]};
const int XW = ${s[3]};
const int KH = ${n.kernelShape[0]};
const int KW = ${n.kernelShape[1]};
const int dilationH = ${n.dilations[0]};
const int dilationW = ${n.dilations[1]};
const int strideH = ${n.strides[0]};
const int strideW = ${n.strides[1]};
const int padH = ${n.pads[0]};
const int padW = ${n.pads[1]};
const int KHKW = KH*KW;
const int XCKHKW = XC * KHKW;
const int outputChannels = 4;
vec4 process(int indices[${u}]) {
int b = indices[0]; // batch size
int oh = indices[1] * strideH - padH; //output height
int ow = indices[2] * strideW - padW; //output width
int p = indices[3] * outputChannels; //patch
vec4 value = vec4(0.0);
for(int i=0; i < outputChannels; ++i) {
if(p < XCKHKW) {
int patchC = p / KHKW;
int patchH = (p - patchC*KHKW) / KW;
int patchW = (p - patchC*KHKW) - patchH * KW;
int xh2 = oh + patchH * dilationH;
int xw2 = ow + patchW * dilationW;
int x[${s.length}];
x[0] = b;
x[1] = patchC;
x[2] = xh2;
x[3] = xw2;
if(xh2 >= 0 &&
xh2 < XH &&
xw2 >= 0 &&
xw2 < XW) {
value[i] = _X(x);
}
}
++p;
}
return value;
}
`;return {...e,output:{dims:l,type:o.type,textureType:4},shaderSource:f}},bf=(i,e,o,t,r)=>{let n=Rm(r.cacheKey);return {...n,get:()=>Gm(i,n,e,o,t,r)}},Ii=(i,e,o,t=4)=>[o[0],o[2],o[3],Math.ceil(i[1]*e[2]*e[3]/t)];});var Mm,Um,gf,yf=O(()=>{Y();ut();j();qe();_i();Mm=(i,e)=>({name:"ConvDotProduct",inputNames:i?["Im2Col","K","B"]:["Im2Col","K"],inputTypes:i?[0,4,0]:[0,4],cacheKey:e.activationCacheKey}),Um=(i,e,o,t,r)=>{let n=o[0].dims,s=o[1].dims,a=[s[0],Math.ceil(n[1]*s[2]*s[3]/4)],u=Ii(n,s,t),[l,f]=i.calculateTextureWidthAndHeight(a,4),p=B.computeStrides(u),[d,y]=i.calculateTextureWidthAndHeight(u,4),T=t.length,v=o.length<3?"0.0":"_B(b)",S=Math.ceil(n[1]*s[2]*s[3]/4),{activationFunction:L,applyActivation:P}=he(r),A=G(i.session.backend.glContext.version),M=`
${L}
float process(int indices[${T}]) {
int b[1];
b[0] = indices[1];
int im2col[4];
im2col[0] = indices[0];
im2col[1] = indices[2];
im2col[2] = indices[3];
int im2colOffset = im2col[0] * ${p[0]} + im2col[1] * ${p[1]} + im2col[2] * ${p[2]};
int kernelOffset = indices[1] * ${a[1]};
float value = ${v};
for (int i = 0; i < ${S}; ++i) {
vec2 im2colCoords = offsetToCoords(im2colOffset, ${d}, ${y});
vec2 kernelCoords = offsetToCoords(kernelOffset, ${l}, ${f});
value += dot(${A.texture2D}(Im2Col, im2colCoords), ${A.texture2D}(K, kernelCoords));
++im2colOffset;
++kernelOffset;
}
${P}
return value;
}`;return {...e,output:{dims:t,type:o[0].type,textureType:0},shaderSource:M}},gf=(i,e,o,t)=>{let r=Mm(e.length>2,t);return {...r,get:()=>Um(i,r,e,o,t)}};});var dr,Oi,Vm,zm,Wm,Hm,Si,qm,Bn=O(()=>{It();Y();lf();mf();yf();qe();_i();Fn();dr=(i,e,o,t,r)=>{let n=i[0],s=i.slice(2),a=s.length,u=e[0],f=e.slice(2).map((T,v)=>T+(T-1)*(o[v]-1)),d=s.map((T,v)=>T+t[v]+t[v+a]).map((T,v)=>Math.floor((T-f[v]+r[v])/r[v]));return [n,u].concat(...d)},Oi=(i,e,o)=>(qm(e,o),Vm(i,e,o)),Vm=(i,e,o)=>{let t=Hm(o,e),r=i.session.pack,n=t.kernelShape[0]===1&&t.kernelShape[1]===1;return t.group>1?[i.run(uf(i,e,t),e)]:n&&r?[zm(i,e,t)]:r&&e[0].dims.length===4&&e[0].dims[0]===1&&!n?[hf(i,e,t)]:[Wm(i,e,t)]},zm=(i,e,o)=>{let t=e[0].dims,r=e[1].dims,n=dr(t,r,o.dilations,o.pads,o.strides),s=i.reshapeUnpacked(e[0],[t[1],t[2]*t[3]]),a=i.reshapeUnpacked(e[1],[r[0],r[1]]),u=e.length>2?[a,s,e[2]]:[a,s],l=i.run(Ti(u,o),u);return i.reshapeUnpacked(l,n)},Wm=(i,e,o)=>{let t=e[0].dims,r=e[1].dims,n=dr(t,r,o.dilations,o.pads,o.strides),s=i.run(bf(i,e[0],e[1],n,o),[e[0]]),a=e.length===3?[s,e[1],e[2]]:[s,e[1]];return i.run(gf(i,e,n,o),a)},Hm=(i,e)=>{let o=i.kernelShape.slice();if(i.kernelShape.length===0)for(let n=2;n<e[1].dims.length;++n)o.push(e[1].dims[n]);let t=i.pads.slice();Ue.adjustPadsBasedOnAutoPad(e[0].dims,i.strides,i.dilations,o,t,i.autoPad);let r=Object.assign({},i);return Object.assign(r,{kernelShape:o,pads:t,cacheKey:i.cacheKey}),r},Si=i=>{let e=i.attributes,o=pr(e),t=e.getString("auto_pad","NOTSET"),r=e.getInts("dilations",[1,1]),n=e.getInt("group",1),s=e.getInts("kernel_shape",[]),a=e.getInts("pads",[0,0,0,0]),u=e.getInts("strides",[1,1]);return W({autoPad:t,dilations:r,group:n,kernelShape:s,pads:a,strides:u,...o})},qm=(i,e)=>{if(!i||i.length!==2&&i.length!==3)throw new Error("Conv requires 2 or 3 inputs");if(i[0].dims.length!==4||i[1].dims.length!==4)throw new Error("currently only support 2-dimensional conv");let o=i[0].dims[1],t=i[1].dims[1]*e.group;if(o!==t)throw new Error("FILTER_IN_CHANNEL should be equal to DATA_CHANNEL");if(i.length===3&&(i[2].dims.length!==1||i[1].dims[0]!==i[2].dims[0]))throw new Error("invalid bias");let r=i[0].dims.length-2;if(e.dilations.length!==r)throw new Error(`dilations should be ${r}D`);if(e.strides.length!==r)throw new Error(`strides should be ${r}D`);if(e.pads.length!==r*2)throw new Error(`pads should be ${r*2}D`);if(e.kernelShape.length!==0&&e.kernelShape.length!==i[1].dims.length-2)throw new Error("invalid kernel shape");if(i[0].type!=="float32"||i[1].type!=="float32")throw new Error("Conv input(X,W) should be float tensor");if(i.length===3&&i[2].type!=="float32")throw new Error("Conv input(bias) should be float tensor")};});var jm,Xm,Km,xf,Jm,Ym,Zm,Qm,tb,eb,Tf,rb,wf=O(()=>{It();ut();j();qe();jm=(i,e,o,t,r,n)=>(i-1)*e+o+(t-1)*r+1-n,Xm=(i,e,o,t,r)=>{let n=Math.floor(i/2);e==="SAME_UPPER"?(o[t]=n,o[r]=i-n):e==="SAME_LOWER"&&(o[t]=i-n,o[r]=n);},Km=(i,e,o,t,r,n,s,a)=>{let u=i.length-2,l=a.length===0;for(let f=0;f<u;++f){let p=l?i[f+2]*n[f]:a[f],d=jm(i[f+2],n[f],r[f],e[f],o[f],p);Xm(d,t,r,f,f+u),l&&a.push(n[f]*(i[f+2]-1)+s[f]+(e[f]-1)*o[f]+1-r[f]-r[f+u]);}},xf=(i,e,o)=>(rb(e,o),Jm(i,e,o)),Jm=(i,e,o)=>{let t=eb(o,e);return [tb(i,e,t)]},Ym=(i,e)=>({name:"ConvTranspose",inputNames:i?["X","W","B"]:["X","W"],inputTypes:i?[0,0,0]:[0,0],cacheHint:e}),Zm=(i,e,o,t)=>{let n=e.length>2?"getB(output_channel)":"0.0",s=e[0].dims,a=e[1].dims,u=a[1],l=a[0]/t.group,f=[e[0].dims[0],e[1].dims[1]*t.group,...t.outputShape],p=G(i.session.backend.glContext.version),{activationFunction:d,applyActivation:y}=he(t),T=`
const ivec2 strides = ivec2(${t.strides[0]}, ${t.strides[1]});
const ivec2 pads = ivec2(${t.pads[0]}, ${t.pads[1]});
${d}
void main() {
ivec4 coords = getOutputCoords();
int batch = coords.x;
int output_channel = coords.y;
ivec2 loc = coords.zw + pads;
int group_id = output_channel / ${u};
int wOutChannel = output_channel - group_id * ${u};
float value = ${n};
for (int inChannelOffset = 0; inChannelOffset < ${l}; inChannelOffset++) {
int input_channel = group_id * ${l} + inChannelOffset;
for (int wWOff = 0; wWOff < ${a[2]}; wWOff++) {
for (int wHOff = 0; wHOff < ${a[3]}; wHOff++) {
ivec2 wOff = ivec2(wWOff * ${t.dilations[0]}, wHOff * ${t.dilations[1]});
ivec2 wLoc = loc - wOff;
ivec2 wLocIn = wLoc / strides;
if (
wLocIn * strides == wLoc &&
wLocIn.x >= 0 && wLocIn.x < ${s[2]} &&
wLocIn.y >= 0 && wLocIn.y < ${s[3]}
) {
float xVal = getX(batch, input_channel, wLocIn.y, wLocIn.x);
float wVal = getW(input_channel, wOutChannel, wHOff, wWOff);
value += xVal * wVal;
}
}
}
}
${y}
${p.output} = vec4(value, .0, .0, .0);
}
`;return {...o,output:{dims:f,type:e[0].type,textureType:0},shaderSource:T,hasMain:true}},Qm=(i,e,o)=>{let t=Ym(e.length>2,o.cacheKey);return {...t,get:()=>Zm(i,e,t,o)}},tb=(i,e,o)=>i.run(Qm(i,e,o),e),eb=(i,e)=>{let o=i.kernelShape.slice();if(i.kernelShape.length===0)for(let a=2;a<e[1].dims.length;++a)o.push(e[1].dims[a]);let t=i.pads.slice(),r=i.outputShape.slice(),n=e[0].dims;Km(n,o,i.dilations,i.autoPad,t,i.strides,i.outputPadding,r);let s=Object.assign({},i);return Object.assign(s,{kernelShape:o,pads:t,outputShape:r,cacheKey:i.cacheKey}),s},Tf=i=>{let e=i.attributes,o=pr(e),t=e.getString("auto_pad","NOTSET"),r=e.getInts("dilations",[1,1]),n=e.getInt("group",1),s=e.getInts("kernel_shape",[]),a=e.getInts("output_padding",[0,0]),u=e.getInts("output_shape",[]),l=e.getInts("pads",[0,0,0,0]),f=e.getInts("strides",[1,1]);return W({autoPad:t,dilations:r,group:n,kernelShape:s,outputPadding:a,outputShape:u,pads:l,strides:f,...o})},rb=(i,e)=>{if(!i||i.length!==2&&i.length!==3)throw new Error("Conv requires 2 or 3 inputs");if(i[0].dims.length!==4||i[1].dims.length!==4)throw new Error("currently only support 2-dimensional conv");let o=i[0].dims[1],t=i[1].dims[0];if(o!==t)throw new Error("FILTER_IN_CHANNEL should be equal to DATA_CHANNEL");let r=i[1].dims[1]*e.group;if(i.length===3&&(i[2].dims.length!==1||i[2].dims[0]!==r))throw new Error("invalid bias");let n=i[0].dims.length-2;if(e.dilations.length!==n)throw new Error(`dilations should be ${n}D`);if(e.strides.length!==n)throw new Error(`strides should be ${n}D`);if(e.pads.length!==n*2)throw new Error(`pads should be ${n*2}D`);if(e.outputPadding.length!==n)throw new Error(`output_padding should be ${n}D`);if(e.kernelShape.length!==0&&e.kernelShape.length!==i[1].dims.length-2)throw new Error("invalid kernel shape");if(e.outputShape.length!==0&&e.outputShape.length!==i[0].dims.length-2)throw new Error("invalid output shape");if(i[0].type!=="float32"||i[1].type!=="float32")throw new Error("ConvTranspose input(X,W) should be float tensor");if(i.length===3&&i[2].type!=="float32")throw new Error("ConvTranspose input(bias) should be float tensor")};});var vf,je,If,nb,_f,ob,ib,ab,Nn=O(()=>{It();Y();j();vf={name:"Transpose",inputNames:["A"],inputTypes:[0]},je=(i,e,o)=>(ab(e),[i.run({...vf,cacheHint:o.cacheKey,get:()=>nb(i,e[0],o.perm)},e)]),If=i=>W({perm:i.attributes.getInts("perm",[])}),nb=(i,e,o)=>{let t=e.dims;o=_f(t,o);let r=ob(t,o),n=t.length,s=`
${ib("perm",o,n)}
float process(int indices[${n}]) {
int a[${n}];
perm(a, indices);
return _A(a);
}`;return {...vf,output:{dims:r,type:e.type,textureType:0},shaderSource:s}},_f=(i,e)=>(e&&e.length!==i.length&&(e=[...i.keys()].reverse()),e),ob=(i,e)=>(e=_f(i,e),B.sortBasedOnPerm(i,e)),ib=(i,e,o)=>{let t=[];t.push(`void ${i}(out int a[${o}], int src[${o}]) {`);for(let r=0;r<o;++r)t.push(` a[${e[r]}]=src[${r}];`);return t.push(" }"),t.join(`
`)},ab=i=>{if(!i||i.length!==1)throw new Error("Transpose requires 1 input.");if(i[0].type!=="float32"&&i[0].type!=="float64")throw new Error("input should be float tensor")};});var Of,Sf,sb,Af=O(()=>{Nn();Of=(i,e,o)=>{sb(e);let t=o.blocksize,r=t*t,n=o.mode==="DCR"?[0,3,4,1,5,2]:[0,1,4,2,5,3],s=o.mode==="DCR"?[e[0].dims[0],t,t,e[0].dims[1]/r,e[0].dims[2],e[0].dims[3]]:[e[0].dims[0],e[0].dims[1]/r,t,t,e[0].dims[2],e[0].dims[3]],a=i.reshapeUnpacked(e[0],s),u={perm:n,cacheKey:`${n}`},[l]=je(i,[a],u),f=[e[0].dims[0],e[0].dims[1]/r,e[0].dims[2]*t,e[0].dims[3]*t];return [i.reshapeUnpacked(l,f)]},Sf=i=>{let e=i.attributes.getInt("blocksize");if(e<1)throw new Error(`blocksize must be >= 1, but got : ${e} for DepthToSpace`);let o=i.attributes.getString("mode","DCR");if(o!=="DCR"&&o!=="CRD")throw new Error(`unrecognized mode: ${o} for DepthToSpace`);return {mode:o,blocksize:e}},sb=i=>{if(i.length!==1)throw new Error(`DepthToSpace expect 1 inputs, but got ${i.length}`);if(i[0].type==="string"||i[0].dims.length!==4)throw new TypeError("DepthToSpace input should be a 4-D numeric tensor")};});var Pf,Ef,ub,Df=O(()=>{Y();Pf=(i,e,o)=>{ub(e,o);let t=B.flattenShape(e[0].dims,o);return [i.reshapeUnpacked(e[0],t)]},Ef=i=>i.attributes.getInt("axis",1),ub=(i,e)=>{if(!i||i.length!==1)throw new Error("Flatten requires 1 input.");let o=i[0].dims.length;if(o===0)throw new Error("scalar tensor is not supported.");if(e<-o||e>o)throw new Error("Invalid axis");if(i[0].type==="string")throw new Error("string tensor is not supported.")};});var Pe,Rr=O(()=>{Pe=["float32","float64","int32","int16","int8","uint16","uint32","uint8"];});var Lf,$f,lb,fb,cb,pb,kf=O(()=>{It();Rr();Y();j();Lf=(i,e,o)=>(pb(e,o.axis),[i.run(cb(i,e,o),e)]),$f=i=>W({axis:i.attributes.getInt("axis",0)}),lb={name:"Gather",inputNames:["A","B"],inputTypes:[0,0]},fb=(i,e,o,t)=>{let r=o[0].dims.slice(),n=o[1].dims.slice(),s=new Array(r.length+n.length-1);t=B.normalizeAxis(t,r.length);let a=[];for(let d=0;d<s.length;d++)d<t?(s[d]=r[d],a.push(`inputIdx[${d}] = outputIdx[${d}];`)):d<t+n.length?(s[d]=n[d-t],a.push(`indexDataIdx[${d-t}] = outputIdx[${d}];`)):(s[d]=r[d-n.length+1],a.push(`inputIdx[${d-n.length+1}] = outputIdx[${d}];`));let u=s.length||1,l=r.length,f=n.length||1,p=`
float process(int outputIdx[${u}]) {
int inputIdx[${l}];
int indexDataIdx[${f}];
indexDataIdx[0] = 0;
${a.join(`
`)}
int idx = int(_B(indexDataIdx));
inputIdx[${t}] = idx < 0 ? idx + ${r[t]} : idx;
return _A(inputIdx);
}`;return {...e,output:{dims:s,type:o[0].type,textureType:0},shaderSource:p}},cb=(i,e,o)=>{let t={...lb,cacheHint:o.cacheKey};return {...t,get:()=>fb(i,t,e,o.axis)}},pb=(i,e)=>{if(!i||i.length!==2)throw new Error("Gather requires 2 inputs.");let o=i[0].dims.length;if(o<1)throw new Error("Invalid input shape.");if(e<-o||e>o-1)throw new Error("Invalid axis.");if(Pe.indexOf(i[0].type)===-1)throw new Error("Invaid input type.");if(i[1].type!=="int32"&&i[1].type!=="int16")throw new Error("Invaid input type.")};});var Ai,Bf,Ff,Cf,db,hb,mb,Nf=O(()=>{It();Y();j();Ai=(i,e,o)=>(mb(e,o),[i.run(db(e,o),e)]),Bf=(i,e)=>{let o=i.attributes.getInt("transA",0)!==0,t=i.attributes.getInt("transB",0)!==0,r=i.attributes.getFloat("alpha",1),n=i.attributes.getFloat("beta",1);return W({transA:o,transB:t,alpha:r,beta:n,isOptionalC:e})},Ff=i=>Bf(i,false),Cf=i=>Bf(i,true),db=(i,e)=>{let o={name:"Gemm",inputNames:i.length===3?["A","B","C"]:["A","B"],inputTypes:i.length===3?[0,0,0]:[0,0],key:e.cacheKey};return {...o,get:()=>hb(o,i,e)}},hb=(i,e,o)=>{let t=e[0].dims.slice(),r=e[1].dims.slice(),[n,s]=Sn.getShapeOfGemmResult(t,o.transA,r,o.transB,e.length===3?e[2].dims:void 0),a=[n,s];if(!a)throw new Error("Can't use gemm on the given tensors");let u=t[t.length-1],l="";o.transA&&(u=t[0]),o.transA&&o.transB?l="value += _A_T(a) * _B_T(b);":o.transA&&!o.transB?l="value += _A_T(a) * _B(b);":!o.transA&&o.transB?l="value += _A(a) * _B_T(b);":!o.transA&&!o.transB&&(l="value += _A(a) * _B(b);");let f=a.length,p=e.length===3?`int c[${e[2].dims.length}];`:"",d=e.length===3?"bcastIndices_C(indices, c);":"",y=e.length===3?"value += beta * _C(c);":"",T=`
float process(int indices[${f}]) {
int a[${f}];
int b[${f}];
${p}
copyVec(indices, a);
copyVec(indices, b);
${d}
float value = 0.0;
for (int k=0; k<${u}; ++k) {
a[${f-1}] = k;
b[${f-2}] = k;
${l}
}
value = value * alpha;
${y}
return value;
}`;return {...i,output:{dims:a,type:e[0].type,textureType:0},variables:[{name:"alpha",type:"float",data:o.alpha},{name:"beta",type:"float",data:o.beta}],shaderSource:T}},mb=(i,e)=>{if(!i)throw new Error("Input is missing");if(e.isOptionalC&&(i.length<2||i.length>3))throw new Error("Invaid input shape.");if(!e.isOptionalC&&i.length!==3)throw new Error("Gemm requires 3 inputs");if(i.length===3&&i[2].dims.length!==1&&i[2].dims.length!==2)throw new Error("Invalid input shape of C");if(i[0].type!=="float32"&&i[0].type!=="float64"||i[1].type!=="float32"&&i[1].type!=="float64"||i.length===3&&i[2].type!=="float32"&&i[2].type!=="float64")throw new Error("Invalid input type.");if(i[0].type!==i[1].type||i.length===3&&i[0].type!==i[2].type)throw new Error("Input types are mismatched")};});var Rf,Gf,bb,gb,yb,xb,Tb,Mf=O(()=>{It();j();Rf=(i,e,o)=>(Tb(e),[i.run(yb(i,e,o),e)]),Gf=i=>{let e=i.attributes.getFloat("scale"),o=i.attributes.getFloats("bias");return W({scale:e,bias:o})},bb={name:"ImageScaler",inputNames:["X"],inputTypes:[0]},gb=(i,e,o,t)=>{let r=o[0].dims.slice(),n=r.length,a=`
${xb(t.bias.length)}
float process(int indices[${n}]) {
return _X(indices) * scale + getBias(bias, indices[1]);
}`;return {...e,output:{dims:r,type:o[0].type,textureType:0},variables:[{name:"bias",type:"float",arrayLength:t.bias.length,data:t.bias},{name:"scale",type:"float",data:t.scale}],shaderSource:a}},yb=(i,e,o)=>{let t={...bb,cacheHint:o.cacheKey};return {...t,get:()=>gb(i,t,e,o)}},xb=i=>{let e=[`float getBias(float bias[${i}], int channel) {`];for(let o=0;o<i;++o)o===0?e.push(` if (channel == ${o}) { return bias[${o}]; }`):o===i-1?e.push(` else { return bias[${o}]; }`):e.push(` else if (channel == ${o}) { return bias[${o}]; }`);return e.push(" }"),e.join(`
`)},Tb=i=>{if(!i||i.length!==1)throw new Error("ImageScaler requires 1 input.");if(i[0].dims.length!==4)throw new Error("Invalid input shape.");if(i[0].type!=="float32"&&i[0].type!=="float64")throw new Error("Invalid input type.")};});var Vf,zf,Uf,wb,vb,Ib,_b,Ob,Sb,Wf=O(()=>{ut();j();Vf=(i,e,o)=>{Sb(e);let t=i.run(vb(e[0]),e);return [i.run(Ob(i,e[0],o,t.dims),[e[0],t,e[1],e[2]])]},zf=i=>i.attributes.getFloat("epsilon",1e-5),Uf={name:"InstanceNormalization_MeanAndVariance",inputNames:["X"],inputTypes:[0]},wb=(i,e)=>{let o=e.dims.slice(),t=o[1],r=o[2]*o[3],n=[o[0],t],s=`
vec4 process(int[2] indices) {
vec4 v = vec4(0.0);
int a[4];
a[0] = indices[0];
a[1] = indices[1];
float temp = 0.0;
for(int a2=0; a2<${o[2]}; a2++) {
a[2] = a2;
for(int a3=0; a3<${o[3]}; a3++) {
a[3] = a3;
float x = _X(a);
temp += x;
}
}
float mean = temp / float(${r});
temp = 0.0;
for(int a2=0; a2<${o[2]}; a2++) {
a[2] = a2;
for(int a3=0; a3<${o[3]}; a3++) {
a[3] = a3;
float x = _X(a);
temp += (x - mean) * (x - mean);
}
}
v.r = mean;
v.g = temp / float(${r});
return v;
}`;return {...i,output:{dims:n,type:e.type,textureType:4},shaderSource:s}},vb=i=>({...Uf,get:()=>wb(Uf,i)}),Ib={name:"InstanceNormalization_ComputeOutput",inputNames:["X","MeanAndVariance","Scale","B"],inputTypes:[0,4,0,0]},_b=(i,e,o,t,r)=>{let n=G(i.session.backend.glContext.version),[s,a]=i.calculateTextureWidthAndHeight(r,4),[u,l]=[s/4,a],f=`
vec4 get_MeanAndVariance(int[2] mv) {
int offset = indicesToOffset_MeanAndVariance(mv);
vec2 coords = offsetToCoords(offset, ${u}, ${l});
return ${n.texture2D}(MeanAndVariance, coords);
}
float process(int[4] indices) {
int mv[2];
mv[0] = indices[0];
mv[1] = indices[1];
vec4 mean_and_variance = get_MeanAndVariance(mv);
float mean = mean_and_variance.r;
float variance = mean_and_variance.g;
int sb[1];
sb[0] = indices[1];
float scale = _Scale(sb);
float b = _B(sb);
return scale * (_X(indices) - mean) / sqrt(variance + epsilon) + b;
}`;return {...e,output:{dims:o.dims,type:o.type,textureType:0},variables:[{name:"epsilon",type:"float",data:t}],shaderSource:f}},Ob=(i,e,o,t)=>{let r={...Ib,cacheHint:`${o}`};return {...r,get:()=>_b(i,r,e,o,t)}},Sb=i=>{if(!i||i.length!==3)throw new Error("InstanceNormalization requires 3 inputs.");let e=i[0],o=i[1],t=i[2];if(e.dims.length<3||o.dims.length!==1||t.dims.length!==1)throw new Error("Invalid input shape.");if(o.dims[0]!==e.dims[1]||t.dims[0]!==e.dims[1])throw new Error("Input shapes are mismatched.");if(e.type!=="float32"&&e.type!=="float64"||o.type!=="float32"&&o.type!=="float64"||t.type!=="float32"&&t.type!=="float64")throw new Error("Invalid input type.");if(i[0].dims.length!==4)throw new Error("Only support 4-D input shape.")};});function Ab(i,e){let o=i[0].dims[1],t=i[0].dims.length,r=-Math.floor((e.size-1)/2),n=Math.ceil((e.size-1)/2),s=`float(${e.alpha}) / float(${e.size})`,a=`float(${e.bias})`,u=`float(${e.beta})`,l=`
float process(int indices[${t}]) {
int c = indices[1];
float x = _X(indices);
float square_sum = 0.0;
for (int i = ${r}; i <= ${n}; i++) {
int idx = c + i;
if (c >= 0 && c < ${o}) {
indices[1] = idx;
float j = _X(indices);
square_sum += j * j;
}
}
return x / pow(${a} + ${s} * square_sum, ${u});
}`;return {...jf,cacheHint:e.cacheKey,output:{dims:i[0].dims,type:i[0].type,textureType:0},shaderSource:l}}function Pb(i,e){return {...jf,cacheHint:e.cacheKey,get:()=>Ab(i,e)}}var Hf,qf,jf,Eb,Xf=O(()=>{It();j();Hf=(i,e,o)=>(Eb(e),[i.run(Pb(e,o),e)]),qf=i=>{let e=i.attributes.getFloat("alpha",1e-4),o=i.attributes.getFloat("beta",.75),t=i.attributes.getFloat("bias",1),r=i.attributes.getInt("size");return W({alpha:e,beta:o,bias:t,size:r})},jf={name:"LRN",inputNames:["X"],inputTypes:[0]};Eb=i=>{if(!i||i.length!==1)throw new Error("LRN requires 1 input.");if(i[0].dims.length!==4)throw new Error('currently only support LRN for input with "NCHW" format');if(i[0].type!=="float32")throw new Error("input should be float type")};});var Db,Pi,Kf,Jf,Yf,Lb,$b,kb,Bb,Fb,Cb,Nb,Rb,Zf=O(()=>{It();Y();ut();j();Db={name:"Pad",inputNames:["A"],inputTypes:[0]},Pi=(i,e,o)=>(kb(e),[i.run({...Db,cacheHint:o.cacheKey,get:()=>$b(i,e[0],o)},e)]),Kf=i=>{let e=i.attributes.getString("mode","constant"),o=i.attributes.getFloat("value",0),t=i.attributes.getInts("pads");return W({mode:e,value:o,pads:t})},Jf=(i,e,o)=>{Bb(e);let t=Lb(i,e,o);return Pi(i,[e[0]],t)},Yf=i=>i.attributes.getString("mode","constant"),Lb=(i,e,o)=>{if(!i.session.isInitializer(e[1].dataId)||e.length>=3&&!i.session.isInitializer(e[2].dataId))throw new Error("dynamic pad attributes are not allowed");let t=Array.from(e[1].integerData),r=e.length>=3?e[2].floatData[0]:0;return W({mode:o,pads:t,value:r})},$b=(i,e,o)=>{let t=B.padShape(e.dims.slice(),o.pads),r=t.length,s=`
${Fb(i,e,o)}
float process(int[${r}] indices) {
return padA(indices);
}`;return {name:"Pad",inputNames:["A"],inputTypes:[0],output:{dims:t,type:e.type,textureType:0},shaderSource:s}},kb=i=>{if(!i||i.length!==1)throw new Error("Pad requires 1 input");if(i[0].type!=="float32"&&i[0].type!=="float64")throw new Error("Invalid input type.")},Bb=i=>{if(!i||i.length!==2&&i.length!==3)throw new Error("Pad requires 2 or 3 inputs");if(i[1].type!=="int32")throw new Error("Invalid input type.");if(i.length>=3&&i[2].type==="string")throw new Error("Invalid input type.")},Fb=(i,e,o)=>{let t=G(i.session.backend.glContext.version),[r,n]=i.calculateTextureWidthAndHeight(e.dims,0),s=B.computeStrides(e.dims);switch(o.mode){case "constant":return Cb(t,e.dims,s,r,n,o.pads,o.value);case "reflect":return Nb(t,e.dims,s,r,n,o.pads);case "edge":return Rb(t,e.dims,s,r,n,o.pads);default:throw new Error("Invalid mode")}},Cb=(i,e,o,t,r,n,s)=>{let a=e.length,u="";for(let l=a-1;l>=0;--l)u+=`
k = m[${l}] - ${n[l]};
if (k < 0) return constant;
if (k >= ${e[l]}) return constant;
offset += k * ${o[l]};
`;return `
float padA(int m[${a}]) {
const float constant = float(${s});
int offset = 0;
int k = 0;
${u}
vec2 coords = offsetToCoords(offset, ${t}, ${r});
float value = getColorAsFloat(${i.texture2D}(A, coords));
return value;
}
`},Nb=(i,e,o,t,r,n)=>{let s=e.length,a="";for(let u=s-1;u>=0;--u)a+=`
k = m[${u}] - ${n[u]};
if (k < 0) { k = -k; }
{
const int _2n_1 = ${2*(e[u]-1)};
k = int( mod( float(k), float(_2n_1) ) ) ;
if(k >= ${e[u]}) { k = _2n_1 - k; }
}
offset += k * ${o[u]};
`;return `
float padA(int m[${s}]) {
int offset = 0;
int k = 0;
${a}
vec2 coords = offsetToCoords(offset, ${t}, ${r});
float value = getColorAsFloat(${i.texture2D}(A, coords));
return value;
}
`},Rb=(i,e,o,t,r,n)=>{let s=e.length,a="";for(let u=s-1;u>=0;--u)a+=`
k = m[${u}] - ${n[u]};
if (k < 0) k = 0;
if (k >= ${e[u]}) k = ${e[u]-1};
offset += k * ${o[u]};
`;return `
float padA(int m[${s}]) {
int offset = 0;
int k = 0;
${a}
vec2 coords = offsetToCoords(offset, ${t}, ${r});
float value = getColorAsFloat(${i.texture2D}(A, coords));
return value;
}
`};});var tc,ec,rc,nc,oc,ic,ac,sc,uc,Gb,Qf,lc,Gn,fc,Rn,Mb,cc=O(()=>{It();Y();j();tc=(i,e,o)=>{Gn(e);let t={name:"AveragePool",inputNames:["X"],inputTypes:[0],cacheHint:o.cacheKey};return [i.run({...t,get:()=>rc(e,t,false,o)},e)]},ec=i=>{let e=i.attributes.getString("auto_pad","NOTSET"),o=i.attributes.getInt("ceil_mode",0),t=i.attributes.getInt("count_include_pad",0)!==0,r=i.attributes.getInts("kernel_shape"),n=i.attributes.getInts("strides",[]),s=i.attributes.getInts("pads",[]);if(o!==0)throw new Error("using ceil() in shape computation is not yet supported for AveragePool");return W({autoPad:e,ceilMode:o,countIncludePad:t,kernelShape:r,strides:n,pads:s})},rc=(i,e,o,t)=>{let[r,n]=uc(i,t,o),s=B.size(r.kernelShape),a="value += _X(x);",u="";r.countIncludePad?u+=`value /= float(${s});`:u+=`value /= float(${s} - pad);`;let f=`
${fc(i[0].dims,r,a,u,"0.0")}
`;return {...e,output:{dims:n,type:i[0].type,textureType:0},shaderSource:f}},nc=(i,e,o)=>{Gn(e);let t={name:"GlobalAveragePool",inputNames:["X"],inputTypes:[0],cacheHint:`${o.countIncludePad}`};return [i.run({...t,get:()=>rc(e,t,true,o)},e)]},oc=i=>{let e=i.attributes.getInt("count_include_pad",0)!==0;return W({autoPad:"",ceilMode:0,countIncludePad:e,kernelShape:[],strides:[],pads:[]})},ic=(i,e,o)=>{Gn(e);let t={name:"MaxPool",inputNames:["X"],inputTypes:[0],cacheHint:o.cacheKey};return [i.run({...t,get:()=>sc(e,t,false,o)},e)]},ac=i=>{let e=i.attributes.getString("auto_pad","NOTSET"),o=i.attributes.getInt("ceil_mode",0),t=i.attributes.getInts("kernel_shape"),r=i.attributes.getInts("strides",[]),n=i.attributes.getInts("pads",[]),s=i.attributes.getInt("storage_order",0),a=i.attributes.getInts("dilations",[]);if(s!==0)throw new Error("column major storage order is not yet supported for MaxPool");if(o!==0)throw new Error("using ceil() in shape computation is not yet supported for MaxPool");return W({autoPad:e,ceilMode:o,countIncludePad:false,kernelShape:t,strides:r,pads:n,storageOrder:s,dilations:a})},sc=(i,e,o,t)=>{let[r,n]=uc(i,t,o),s=`
value = max(_X(x), value);
`,a="",l=`
${fc(i[0].dims,r,s,a,"-1e5")}
`;return {...e,output:{dims:n,type:i[0].type,textureType:0},shaderSource:l}},uc=(i,e,o)=>{let t=i[0].dims.slice(),r=Object.hasOwnProperty.call(e,"dilations"),n=e.kernelShape.slice(),s=e.strides.slice(),a=r?e.dilations.slice():[],u=e.pads.slice();Ue.adjustPoolAttributes(o,t,n,s,a,u);let l=Ue.computePoolOutputShape(o,t,s,a,n,u,e.autoPad),f=Object.assign({},e);return r?Object.assign(f,{kernelShape:n,strides:s,pads:u,dilations:a,cacheKey:e.cacheKey}):Object.assign(f,{kernelShape:n,strides:s,pads:u,cacheKey:e.cacheKey}),[f,l]},Gb={autoPad:"",ceilMode:0,countIncludePad:false,kernelShape:[],strides:[],pads:[],storageOrder:0,dilations:[],cacheKey:""},Qf={name:"GlobalMaxPool",inputNames:["X"],inputTypes:[0]},lc=(i,e)=>(Gn(e),[i.run({...Qf,get:()=>sc(e,Qf,true,Gb)},e)]),Gn=i=>{if(!i||i.length!==1)throw new Error("Pool ops requires 1 input.");if(i[0].type!=="float32"&&i[0].type!=="float64")throw new Error("Invalid input type.")},fc=(i,e,o,t,r)=>{let n=i.length;if(e.kernelShape.length<=2){let s=e.kernelShape[e.kernelShape.length-1],a=e.strides[e.strides.length-1],u=e.pads[e.pads.length/2-1],l=e.pads[e.pads.length-1],f=i[n-1],p="",d="",y="";if(u+l!==0?p=`
for (int i = 0; i < ${s}; i++) {
x[${n} - 1] = indices[${n} - 1] * ${a} - ${u} + i;
if (x[${n} - 1] < 0 || x[${n} - 1] >= ${f}) {
pad++;
continue;
}
${o}
}`:p=`
for (int i = 0; i < ${s}; i++) {
x[${n} - 1] = indices[${n} - 1] * ${a} - ${u} + i;
${o}
}`,e.kernelShape.length===2){let v=e.kernelShape[e.kernelShape.length-2],S=e.strides[e.strides.length-2],L=e.pads[e.pads.length/2-2],P=e.pads[e.pads.length-2],A=i[n-2];L+P!==0?d=`
for (int j = 0; j < ${v}; j++) {
x[${n} - 2] = indices[${n} - 2] * ${S} - ${L} + j;
if (x[${n} - 2] < 0 || x[${n} - 2] >= ${A}) {
pad+= ${s};
continue;
}
`:d=`
for (int j = 0; j < ${v}; j++) {
x[${n} - 2] = indices[${n} - 2] * ${S} - ${L} + j;
`,y=`
}
`;}return `
float process(int indices[${n}]) {
int x[${n}];
copyVec(indices, x);
float value = ${r};
int pad = 0;
${d}
${p}
${y}
${t}
return value;
}
`}else {let s=B.size(e.kernelShape),a=B.computeStrides(e.kernelShape),u=a.length,l=e.pads.length,f=Mb(u),p=Rn(i,"inputDims"),d=Rn(e.pads,"pads"),y=Rn(a,"kernelStrides"),T=Rn(e.strides,"strides"),v=e.pads.reduce((P,A)=>P+A),S="";return v?S=`
if (x[j] >= inputDims[j] || x[j] < 0) {
pad++;
isPad = true;
break;
}
}
if (!isPad) {
${o}
}`:S=`
}
${o}
`,`
${f}
float process(int indices[${n}]) {
int x[${n}];
copyVec(indices, x);
int offset[${u}];
int pads[${l}];
int inputDims[${n}];
int kernelStrides[${u}];
int strides[${u}];
${d}
${p}
${T}
${y}
float value = ${r};
int pad = 0;
bool isPad = false;
for (int i = 0; i < ${s}; i++) {
offsetToIndices(i, kernelStrides, offset);
isPad = false;
for (int j = ${n} - ${u}; j < ${n}; j++) {
x[j] = indices[j] * strides[j - ${n} + ${u}]
+ offset[j - ${n} + ${u}] - pads[j - 2];
${S}
}
${t}
return value;
}
`}},Rn=(i,e)=>{let o="";for(let t=0;t<i.length;t++)o+=`
${e}[${t}] = ${i[t]};
`;return o},Mb=i=>`
void offsetToIndices(int offset, int[${i}] strides, out int[${i}] indices) {
if (${i} == 0) {
return;
}
for (int i = 0; i < ${i} - 1; ++i) {
indices[i] = offset / strides[i];
offset -= indices[i] * strides[i];
}
indices[${i} - 1] = offset;
}`;});var Xe,Ee,Ub,Vb,pc,dc,hc,mc,bc,gc,yc,xc=O(()=>{It();Rr();Y();j();Xe=(i,e,o,t,r)=>{Vb(e);let n={name:t,inputNames:["A"],inputTypes:[0]};return [i.run({...n,cacheHint:o.cacheKey,get:()=>Ub(i,e,o,t,r,n)},e)]},Ee=i=>{let e=i.attributes.getInts("axes",[]),o=i.attributes.getInt("keepdims",1)===1;return W({axes:e,keepDims:o})},Ub=(i,e,o,t,r,n)=>{let s=[],a=e[0].dims.length||1,u=[],l=B.normalizeAxes(o.axes,e[0].dims.length),f=r(e,l),p=f[1];for(let T=0;T<e[0].dims.length;T++)l.indexOf(T)>=0||l.length===0?(o.keepDims&&s.push(1),p=`
for(int j${T} = 0; j${T} < ${e[0].dims[T]}; j${T}++) {
inputIdx[${T}] = j${T};
${p}
}`):(u.push(`inputIdx[${T}] = outputIdx[${s.length}];`),s.push(e[0].dims[T]));let y=`
float process(int outputIdx[${s.length||1}]) {
float value; // final result
int inputIdx[${a}]; // addressing input data
${u.join(`
`)}
${f[0]} // init ops for reduce max/min
${p}
${f[2]} // final computation for reduce mean
return value;
}`;return {...n,output:{dims:s,type:e[0].type,textureType:0},shaderSource:y}},Vb=i=>{if(!i||i.length!==1)throw new Error("Reduce op requires 1 input.");if(Pe.indexOf(i[0].type)===-1)throw new Error("Invalid input type.")},pc=(i,e,o)=>Xe(i,e,o,"ReduceSum",()=>["value = 0.0;","value += _A(inputIdx);",""]),dc=(i,e,o)=>Xe(i,e,o,"ReduceMean",(r,n)=>{let s=1;for(let a=0;a<r[0].dims.length;a++)(n.indexOf(a)>=0||n.length===0)&&(s*=r[0].dims[a]);return ["value = 0.0;","value += _A(inputIdx);",`value /= ${s}.;`]}),hc=(i,e,o)=>Xe(i,e,o,"ReduceMax",(r,n)=>{let s=[];for(let a=0;a<r[0].dims.length;a++)(n.indexOf(a)>=0||n.length===0)&&s.push(`inputIdx[${a}] = 0;`);return [`${s.join(`
`)}
value = _A(inputIdx);`,"value = max(value, _A(inputIdx));",""]}),mc=(i,e,o)=>Xe(i,e,o,"ReduceMin",(r,n)=>{let s=[];for(let a=0;a<r[0].dims.length;a++)(n.indexOf(a)>=0||n.length===0)&&s.push(`inputIdx[${a}] = 0;`);return [`${s.join(`
`)}
value = _A(inputIdx);`,"value = min(value, _A(inputIdx));",""]}),bc=(i,e,o)=>Xe(i,e,o,"ReduceProd",()=>["value = 1.0;","value *= _A(inputIdx);",""]),gc=(i,e,o)=>Xe(i,e,o,"ReduceLogSum",()=>["value = 0.0;","value += _A(inputIdx);","value = log(value);"]),yc=(i,e,o)=>Xe(i,e,o,"ReduceLogSumSquare",()=>["float t; value = 0.0;","t = _A(inputIdx); value += t * t;",""]);});var Tc,wc=O(()=>{Y();Tc=(i,e)=>{let o=B.calculateReshapedDims(e[0].dims,e[1].integerData);return i.session.pack?[i.reshapePacked(e[0],o)]:[i.reshapeUnpacked(e[0],o)]};});var vc,Ei,Ic,_c,Gr,zb,Di,Mn,Li=O(()=>{It();ut();j();vc={name:"Upsample",inputNames:["X"],inputTypes:[0]},Ei=(i,e,o)=>(Di(e,o),[i.run({...vc,cacheHint:o.cacheKey,get:()=>zb(i,e,o)},e)]),Ic=i=>Gr(i,7),_c=i=>Gr(i,9),Gr=(i,e)=>{let o=e>=10,t=i.attributes.getString("mode","nearest");if(t!=="nearest"&&t!=="linear"&&(e<11||t!=="cubic"))throw new Error(`unrecognized mode: ${t}`);let r=[];e<9&&(r=i.attributes.getFloats("scales"),Mn(r,t,o));let n=i.attributes.getFloat("extrapolation_value",0),s=e>10?i.attributes.getString("coordinate_transformation_mode","half_pixel"):"asymmetric";if(["asymmetric","pytorch_half_pixel","tf_half_pixel_for_nn","align_corners","tf_crop_and_resize","half_pixel"].indexOf(s)===-1)throw new Error(`coordinate_transform_mode '${s}' is not supported`);let a=s==="tf_crop_and_resize",u=a,l=t==="nearest"&&e>=11?i.attributes.getString("nearest_mode","round_prefer_floor"):"";if(["round_prefer_floor","round_prefer_ceil","floor","ceil",""].indexOf(l)===-1)throw new Error(`nearest_mode '${l}' is not supported`);let f=i.attributes.getFloat("cubic_coeff_a",-0.75),p=i.attributes.getInt("exclude_outside",0)!==0;if(p&&t!=="cubic")throw new Error("exclude_outside can be set to 1 only when mode is CUBIC.");let d=e<11?true:t==="nearest"&&s==="asymmetric"&&l==="floor",y=0,T=0,v=0;return e>10?i.inputs.length>2?(y=1,T=2,v=3):(T=1,v=2):e===9&&(T=1),W({opset:e,isResize:o,mode:t,scales:r,extrapolationValue:n,coordinateTransformMode:s,useExtrapolation:u,needRoiInput:a,nearestMode:l,cubicCoefficientA:f,excludeOutside:p,useNearest2xOptimization:d,roiInputIdx:y,scalesInputIdx:T,sizesInputIdx:v})},zb=(i,e,o)=>{let t=G(i.session.backend.glContext.version),[r,n]=i.calculateTextureWidthAndHeight(e[0].dims,0),s=e[0].dims.map((v,S)=>Math.floor(v*o.scales[S])),[a,u]=i.calculateTextureWidthAndHeight(s,0),l=s.length,f=new Array(l),p=new Array(l),d=`
int output_pitches[${l}];
int input_pitches[${l}];
`;for(let v=l-1;v>=0;v--)f[v]=v===l-1?1:f[v+1]*s[v+1],p[v]=v===l-1?1:p[v+1]*e[0].dims[v+1],d+=`
output_pitches[${v}] = ${f[v]};
input_pitches[${v}] = ${p[v]};
`;let y=`
float getInputFloat(int index) {
vec2 coords = offsetToCoords(index, ${r}, ${n});
float value = getColorAsFloat(${t.texture2D}(X, coords));
return value;
}
`,T=o.mode==="nearest"?`
${y}
float process(int indices[${l}]) {
int input_index = 0;
int output_index = coordsToOffset(TexCoords, ${a}, ${u});
${d}
int d, m;
for (int dim = 0; dim < ${l}; ++dim) {
d = output_index / output_pitches[dim];
m = output_index - d * output_pitches[dim];
output_index = m;
if (scales[dim] != 1 && d > 0) {
int d2 = d / scales[dim];
m = d - d2 * scales[dim];
d = d2;
}
input_index += input_pitches[dim] * d;
}
return getInputFloat(input_index);
}`:l===4?`
${y}
float process(int indices[4]) {
int input_index = 0;
int output_index = coordsToOffset(TexCoords, ${a}, ${u});
${d}
int m;
int index_of_dim0, index_of_dim1, index_of_dim2, index_of_dim3;
index_of_dim0 = output_index / output_pitches[0];
m = output_index - index_of_dim0 * output_pitches[0];
index_of_dim1 = m / output_pitches[1];
m = m - index_of_dim1 * output_pitches[1];
index_of_dim2 = m / output_pitches[2];
m = m - index_of_dim2 * output_pitches[2];
index_of_dim3 = m;
int index_of_input_dim2, index_of_input_dim3, x_offset, y_offset;
index_of_input_dim2 = index_of_dim2 / scales[2];
y_offset = index_of_dim2 - index_of_input_dim2 * scales[2];
index_of_input_dim3 = index_of_dim3 / scales[3];
x_offset = index_of_dim3 - index_of_input_dim3 * scales[3];
input_index = index_of_dim0 * input_pitches[0] +
index_of_dim1 * input_pitches[1] +
index_of_input_dim2 * input_pitches[2] +
index_of_input_dim3;
float x00 = getInputFloat(input_index);
float x10, x01, x11;
bool end_of_dim2 = false;
if (index_of_input_dim2 == (${e[0].dims[2]} - 1)) {
// It's the end in dimension 2
x01 = x00;
end_of_dim2 = true;
} else {
x01 = getInputFloat(input_index + input_pitches[2]);
}
if (index_of_input_dim3 == (input_pitches[2] - 1)) {
// It's the end in dimension 3
x10 = x00;
x11 = x01;
}
else {
x10 = getInputFloat(input_index + 1);
x11 = end_of_dim2 ? x10 : getInputFloat(input_index + input_pitches[2] + 1);
}
float y0 = x00 + float(y_offset) * (x01 - x00) / float(scales[2]);
float y1 = x10 + float(y_offset) * (x11 - x10) / float(scales[2]);
return y0 + float(x_offset) * (y1 - y0) / float(scales[3]);
}`:`
${y}
float process(int indices[2]) {
int input_index = 0;
int output_index = coordsToOffset(TexCoords, ${a}, ${u});
${d}
int m;
int index_of_dim0, index_of_dim1;
index_of_dim0 = output_index / output_pitches[0];
m = output_index - index_of_dim0 * output_pitches[0];
index_of_dim1 = m;
int index_of_input_dim0, index_of_input_dim1, x_offset, y_offset;
index_of_input_dim0 = index_of_dim0 / scales[0];
y_offset = index_of_dim0 - index_of_input_dim0 * scales[0];
index_of_input_dim1 = index_of_dim1 / scales[1];
x_offset = index_of_dim1 - index_of_input_dim1 * scales[1];
input_index = index_of_input_dim0 * input_pitches[0] + index_of_input_dim1;
float x00 = getInputFloat(input_index);
float x10, x01, x11;
bool end_of_dim0 = false;
if (index_of_input_dim0 == (${e[0].dims[0]} - 1)) {
// It's the end in dimension 0
x01 = x00;
end_of_dim0 = true;
} else {
x01 = getInputFloat(input_index + input_pitches[0]);
}
if (index_of_input_dim1 == (input_pitches[0] - 1)) {
// It's the end in dimension 1
x10 = x00;
x11 = x01;
}
else {
x10 = getInputFloat(input_index + 1);
x11 = end_of_dim0 ? x10 : getInputFloat(input_index + input_pitches[0] + 1);
}
float y0 = x00 + float(y_offset) * (x01 - x00) / float(scales[0]);
float y1 = x10 + float(y_offset) * (x11 - x10) / float(scales[0]);
return y0 + float(x_offset) * (y1 - y0) / float(scales[1]);
}`;return {...vc,output:{dims:s,type:e[0].type,textureType:0},shaderSource:T,variables:[{name:"scales",type:"int",arrayLength:o.scales.length,data:o.scales.map(v=>Math.ceil(v))}]}},Di=(i,e)=>{if(!i||e.opset<9&&i.length!==1||e.opset>=9&&e.opset<11&&i.length!==2||e.opset>=11&&i.length<2)throw new Error("invalid inputs.");if(e.scales.length>0&&i[0].dims.length!==e.scales.length)throw new Error("Invalid input shape.");if(i[0].type==="string")throw new Error("Invalid input tensor types.")},Mn=(i,e,o)=>{if(o){for(let t of i)if(t<=0)throw new Error("Scale value should be greater than 0.")}else for(let t of i)if(t<1)throw new Error("Scale value should be greater than or equal to 1.");if((e==="linear"||e==="cubic")&&i.length!==2&&(i.length!==4||i[0]!==1||i[1]!==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 ${o?"Resize":"Upsample"} opeartor.`)};});var $i,ki,Oc,Sc,Wb,Hb,qb,jb,Ac=O(()=>{ut();j();pe();He();Li();$i={name:"Resize",inputNames:["A"],inputTypes:[2]},ki=(i,e,o)=>(Di(e,o),[i.run({...$i,cacheHint:o.cacheKey,get:()=>Wb(i,e,o)},e)]),Oc=i=>Gr(i,10),Sc=i=>Gr(i,11),Wb=(i,e,o)=>{let t=G(i.session.backend.glContext.version),[r,n]=Hb(e,o);if(r.every(A=>A===1)&&o.coordinateTransformMode!=="tf_crop_and_resize")return {...$i,output:{dims:n,type:e[0].type,textureType:2},hasMain:true,shaderSource:`void main() {
vec4 v = ${t.texture2D}(X, TexCoords);
${t.output} = v;
}`};let a=n.length;if(a<2)throw new Error(`output dimension should be at least 2, but got ${a}`);let u=n[a-2],l=n[a-1],f=e[0].dims;if(a!==f.length)throw new Error(`output dimension should match input ${f.length}, but got ${a}`);let p=f[a-2],d=f[a-1],y=r[a-2],T=r[a-1],v="";if(o.mode!=="linear")throw new Error(`resize (packed) does not support mode: '${o.mode}'`);switch(o.coordinateTransformMode){case "asymmetric":v=`
vec4 getSourceFracIndex(ivec4 coords) {
return vec4(coords) / scaleWHWH;
}
`;break;case "half_pixel":v=`
vec4 getSourceFracIndex(ivec4 coords) {
return (vec4(coords) + 0.5) / scaleWHWH - 0.5;
}
`;break;case "pytorch_half_pixel":v=`
vec4 getSourceFracIndex(ivec4 coords) {
vec4 fcoords = vec4(coords);
return vec4(
${l}.0 > 1.0 ? (fcoords.x + 0.5) / scaleWHWH.x - 0.5 : 0.0,
${u}.0 > 1.0 ? (fcoords.y + 0.5) / scaleWHWH.y - 0.5 : 0.0,
${l}.0 > 1.0 ? (fcoords.z + 0.5) / scaleWHWH.z - 0.5 : 0.0,
${u}.0 > 1.0 ? (fcoords.w + 0.5) / scaleWHWH.w - 0.5 : 0.0
);
}
`;break;case "align_corners":v=`
vec4 getSourceFracIndex(ivec4 coords) {
vec4 resized = vec4(${l}.0 - 1.0, ${u}.0 - 1.0, ${l}.0 - 1.0,
${u}.0 - 1.0);
vec4 original = vec4(${d}.0 - 1.0, ${p}.0 - 1.0, ${d}.0 - 1.0,
${p}.0 - 1.0);
vec4 new_scale = original / resized;
return vec4(coords) * new_scale;
}
`;break;default:throw new Error(`resize (packed) does not support coordinateTransformMode: '${o.coordinateTransformMode}'`)}let S=Bt(a),L=de(),P=`
const vec2 inputWH = vec2(${p}.0, ${d}.0);
const vec4 scaleWHWH = vec4(float(${y}), float(${T}), float(${y}), float(${T}));
${L}
${v}
float getAValue(int x10, int r, int c, int d) {
return getChannel(getA(x10, r, c, d), vec2(c, d));
}
void main() {
${S} rc = getOutputCoords();
int batch = rc[0];
int depth = rc[1];
// retrieve the 4 coordinates that is used in the 4 packed output values.
ivec4 coords = ivec4(rc.wz, rc.w + 1, rc.z + 1);
// calculate the source index in fraction
vec4 sourceFrac = getSourceFracIndex(coords);
// get the lower and upper bound of the 4 values that will be packed into one texel.
ivec4 x00 = ivec4(max(sourceFrac.xy, vec2(0.0)), min(inputWH - 1.0, ceil(sourceFrac.xy)));
ivec4 x01 = ivec4(max(sourceFrac.xw, vec2(0.0)), min(inputWH - 1.0, ceil(sourceFrac.xw)));
ivec4 x10 = ivec4(max(sourceFrac.zy, vec2(0.0)), min(inputWH - 1.0, ceil(sourceFrac.zy)));
ivec4 x11 = ivec4(max(sourceFrac.zw, vec2(0.0)), min(inputWH - 1.0, ceil(sourceFrac.zw)));
bool hasNextRow = rc.w < ${u-1};
bool hasNextCol = rc.z < ${l-1};
// pack x00, x01, x10, x11's top-left corner into one vec4 structure
vec4 topLeft = vec4(
getAValue(batch, depth, x00.x, x00.y),
hasNextCol ? getAValue(batch, depth, x01.x, x01.y) : 0.0,
hasNextRow ? getAValue(batch, depth, x10.x, x10.y) : 0.0,
(hasNextRow && hasNextCol) ? getAValue(batch, depth, x11.x, x11.y) : 0.0);
// pack x00, x01, x10, x11's top-right corner into one vec4 structure
vec4 topRight = vec4(
getAValue(batch, depth, x00.x, x00.w),
hasNextCol ? getAValue(batch, depth, x01.x, x01.w) : 0.0,
hasNextRow ? getAValue(batch, depth, x10.x, x10.w) : 0.0,
(hasNextRow && hasNextCol) ? getAValue(batch, depth, x11.x, x11.w) : 0.0);
// pack x00, x01, x10, x11's bottom-left corner into one vec4 structure
vec4 bottomLeft = vec4(
getAValue(batch, depth, x00.z, x00.y),
hasNextCol ? getAValue(batch, depth, x01.z, x01.y) : 0.0,
hasNextRow ? getAValue(batch, depth, x10.z, x10.y) : 0.0,
(hasNextRow && hasNextCol) ? getAValue(batch, depth, x11.z, x11.y) : 0.0);
// pack x00, x01, x10, x11's bottom-right corner into one vec4 structure
vec4 bottomRight = vec4(
getAValue(batch, depth, x00.z, x00.w),
hasNextCol ? getAValue(batch, depth, x01.z, x01.w) : 0.0,
hasNextRow ? getAValue(batch, depth, x10.z, x10.w) : 0.0,
(hasNextRow && hasNextCol) ? getAValue(batch, depth, x11.z, x11.w) : 0.0);
// calculate the interpolation fraction on u and v direction
vec4 frac = vec4(sourceFrac) - floor(sourceFrac);
vec4 clampFrac = clamp(frac, vec4(0.0), vec4(1.0));
vec4 top = mix(topLeft, topRight, clampFrac.ywyw);
vec4 bottom = mix(bottomLeft, bottomRight, clampFrac.ywyw);
vec4 newValue = mix(top, bottom, clampFrac.xxzz);
${t.output} = vec4(newValue);
}
`;return {...$i,output:{dims:n,type:e[0].type,textureType:2},hasMain:true,shaderSource:P}},Hb=(i,e)=>{let t=i[0].dims,r=e.scales,n;if(r.length===0){let a=i[e.scalesInputIdx];if(a&&a.size!==0){if(i[e.sizesInputIdx])throw new Error("Only one of scales or sizes must be provided as input.");r=qb(a,e.mode,e.isResize);}else {let u=i[e.sizesInputIdx];if(!u||u.size===0)throw new Error("Either scales or sizes MUST be provided as input.");n=Array.from(u.integerData),r=jb(n,t,e.mode,e.isResize);}}else if(i[e.sizesInputIdx])throw new Error("Only one of scales or sizes must be provided as input.");let s=n||t.map((a,u)=>Math.floor(a*r[u]));return [r,s]},qb=(i,e,o)=>{let t=Array.from(i.floatData);return Mn(t,e,o),t},jb=(i,e,o,t)=>{let r=e.length,n=new Array(r);for(let s=0,a=r;s<a;s++)if(e[s]===0){if(i[s]!==0)throw new Error("Input dim is zero but required output dim is non-zero.");n[s]=1;}else n[s]=i[s]/e[s];return Mn(n,o,t),n};});var Pc,Xb,Ec=O(()=>{We();Pc=(i,e)=>(Xb(e),[new bt([e[0].dims.length],"int32",void 0,void 0,new Int32Array(e[0].dims))]),Xb=i=>{if(!i||i.length!==1)throw new Error("Shape requires 1 input.")};});var Bi,Dc,Lc,$c,Kb,kc,Jb,Yb,Bc=O(()=>{It();Rr();Y();j();Bi={name:"Slice",inputNames:["A"],inputTypes:[0]},Dc=(i,e,o)=>(Kb(e),[i.run({...Bi,cacheHint:o.cacheKey,get:()=>$c(i,e[0],o)},e)]),Lc=i=>{let e=i.attributes.getInts("starts"),o=i.attributes.getInts("ends"),t=i.attributes.getInts("axes",[]);return W({starts:e,ends:o,axes:t})},$c=(i,e,o)=>{let t=o.axes.length===0?e.dims.slice(0).map((p,d)=>d):o.axes,r=B.normalizeAxes(t,e.dims.length),n=o.starts.map((p,d)=>p>e.dims[r[d]]-1?e.dims[r[d]]:B.normalizeAxis(p,e.dims[r[d]])),s=o.ends.map((p,d)=>p>e.dims[r[d]]-1?e.dims[r[d]]:B.normalizeAxis(p,e.dims[r[d]])),a=e.dims.slice(),u=[];for(let p=0;p<r.length;p++)a[r[p]]=s[p]-n[p],n[p]>0&&u.push(`outputIdx[${r[p]}] += ${n[p]};`);let f=`
float process(int outputIdx[${a.length}]) {
${u.join(`
`)}
return _A(outputIdx);
}`;return {...Bi,output:{dims:a,type:e.type,textureType:0},shaderSource:f}},Kb=i=>{if(!i||i.length!==1)throw new Error("Slice requires 1 input.");if(Pe.indexOf(i[0].type)===-1)throw new Error("Invalid input type.")},kc=(i,e)=>{Yb(e);let o=Jb(i,e);return [i.run({...Bi,cacheHint:o.cacheKey,get:()=>$c(i,e[0],o)},[e[0]])]},Jb=(i,e)=>{if(!i.session.isInitializer(e[1].dataId)||!i.session.isInitializer(e[2].dataId)||e.length>=4&&!i.session.isInitializer(e[3].dataId)||e.length>=5&&!i.session.isInitializer(e[4].dataId))throw new Error("dynamic slice attributes are not allowed");if(e.length>=5&&e[4].integerData.some(s=>s!==1))throw new Error("currently non-1 steps is not supported for Slice");let o=Array.from(e[1].integerData),t=Array.from(e[2].integerData),r=e.length>=4?Array.from(e[3].integerData):[],n=`${r};${o};${t}`;return {starts:o,ends:t,axes:r,cacheKey:n}},Yb=i=>{if(!i||i.length<3||i.length>5)throw new Error("Invalid input number.");if(i[1].type!=="int32"||i[1].dims.length!==1)throw new Error("Invalid input type.");if(i[2].type!=="int32"||i[2].dims.length!==1)throw new Error("Invalid input type.");if(i.length>=4&&(i[3].type!=="int32"||i[3].dims.length!==1))throw new Error("Invalid input type.");if(i.length>=5&&(i[4].type!=="int32"||i[4].dims.length!==1))throw new Error("Invalid input type.")};});var Fc,Cc,Nc,Rc,Gc,Mc,Uc,Vc,Zb,Qb,tg,zc,Wc=O(()=>{It();Y();ut();j();Nn();Fc={name:"SoftmaxComputeMax",inputNames:["A"],inputTypes:[0]},Cc={name:"SoftmaxComputeScale",inputNames:["A","Max"],inputTypes:[0,0]},Nc={name:"SoftMax",inputNames:["A","Max","Norm"],inputTypes:[0,0,0]},Rc=(i,e,o)=>{zc(e);let t=e[0].dims.slice(),r=B.normalizeAxis(o.axis,t.length),n=B.sizeToDimension(t,r),s=B.sizeFromDimension(t,r);return Vc(i,e,o,n,s)},Gc=i=>W({axis:i.attributes.getInt("axis",1)}),Mc=i=>W({axis:i.attributes.getInt("axis",-1)}),Uc=(i,e,o)=>{zc(e);let t=e[0].dims.slice(),r=B.normalizeAxis(o.axis,t.length),n=t.length,s=r!==n-1,a=[],u=[],l=[],f;s&&(u=Array.from({length:n}).map((T,v)=>v),u[r]=n-1,u[n-1]=r,u.map(T=>a.push(t[T])),f=W({perm:u}),l=je(i,e,f));let p=s?B.sizeToDimension(a,n-1):B.sizeToDimension(t,n-1),d=s?B.sizeFromDimension(a,n-1):B.sizeFromDimension(t,n-1),y=Vc(i,s?l:e,o,p,d);return s?je(i,y,f):y},Vc=(i,e,o,t,r)=>{let n=Zb(i,e[0],t,r,[t]),s=i.run({...Fc,cacheHint:o.cacheKey,get:()=>n},e),a=Qb(i,e[0],t,r,n.output.dims,[t]),u=i.run({...Cc,cacheHint:o.cacheKey,get:()=>a},[e[0],s]),l=tg(i,e[0],t,r,n.output.dims,a.output.dims);return [i.run({...Nc,cacheHint:o.cacheKey,get:()=>l},[e[0],s,u])]},Zb=(i,e,o,t,r)=>{let[n,s]=i.calculateTextureWidthAndHeight(e.dims,0),a=r.length;if(o<1||t<1)throw new Error("Logical row count N and feature count D must be greater than or equal to 1");if(r.length!==1)throw new Error("Dimensionality of the output should be 1");if(r[0]!==o)throw new Error("Shape of the output should be equal to logical row count");let u=G(i.session.backend.glContext.version),l=`
float process(int[${a}] indices) {
int logical_row_start_offset = indices[0] * ${t};
float max = getColorAsFloat(${u.texture2D}(A, offsetToCoords(logical_row_start_offset, ${n},
${s} )));
for(int i=1; i<${t}; ++i)
{
float current = getColorAsFloat(${u.texture2D}(A, offsetToCoords(logical_row_start_offset + i,
${n}, ${s})));
if(current > max)
max = current;
}
return max;
}`;return {...Fc,output:{dims:r,type:e.type,textureType:0},shaderSource:l}},Qb=(i,e,o,t,r,n)=>{let[s,a]=i.calculateTextureWidthAndHeight(e.dims,0),u=n.length;if(o<1||t<1)throw new Error("Logical row count N and feature count D must be greater than or equal to 1");if(n.length!==1)throw new Error("Dimensionality of the output should be 1");if(n[0]!==o)throw new Error("Shape of the output should be equal to logical row count");if(r.length!==1)throw new Error("Dimensionality of the intermediate results should be 1");if(r[0]!==o)throw new Error("Shape of the intermediate results should be equal to logical row count");let l=G(i.session.backend.glContext.version),f=`
float process(int[${u}] indices) {
int logical_row_start_offset = indices[0] * ${t};
float norm_factor = 0.0;
float max = _Max(indices);
for(int i=0; i<${t}; ++i)
{
norm_factor += exp(getColorAsFloat(${l.texture2D}(A, offsetToCoords(logical_row_start_offset + i,
${s}, ${a}))) - max);
}
return norm_factor;
}`;return {...Cc,output:{dims:n,type:e.type,textureType:0},shaderSource:f}},tg=(i,e,o,t,r,n)=>{let[s,a]=i.calculateTextureWidthAndHeight(e.dims,0),u=e.dims.length;if(o<1||t<1)throw new Error("Logical row count N and feature count D must be greater than or equal to 1");if(r.length!==1||n.length!==1)throw new Error("Dimensionality of the intermediate results should be 1");if(r[0]!==o||n[0]!==o)throw new Error("Shape of the intermediate results should be equal to logical row count");let l=`
float process(int[${u}] indices) {
// get offset of current logical tensor index from the 2-D texture coordinates (TexCoords)
int offset = coordsToOffset(TexCoords, ${s}, ${a});
//determine the logical row for this index
int logical_row_index[1];
logical_row_index[0] = offset / ${t};
float norm_factor = _Norm(logical_row_index);
// avoid possible division by 0
// if norm_facor is 0, all elements are zero
// if so, return 0
if(norm_factor == 0.0)
return 0.0;
return exp(_A(indices) - _Max(logical_row_index)) / norm_factor;
}`;return {...Nc,output:{dims:e.dims,type:e.type,textureType:0},shaderSource:l}},zc=i=>{if(!i||i.length!==1)throw new Error("Softmax requires 1 input.");if(i[0].type!=="float32"&&i[0].type!=="float64")throw new Error("Invalid input type")};});var Hc,qc,jc,eg,rg,ng,Xc=O(()=>{It();Y();j();Hc={name:"Split",inputNames:["A"],inputTypes:[0]},qc=(i,e,o)=>{ng(e);let t=B.normalizeAxis(o.axis,e[0].dims.length),r=eg(i,e,t,o),n=[];for(let s=0;s<r;++s)n.push(i.run({...Hc,cacheHint:`${o.cacheKey};${s}`,get:()=>rg(i,e[0],o,t,s)},e));return n},jc=i=>{let e=i.attributes.getInt("axis",0),o=i.attributes.getInts("split",[]),t=i.outputs.length;return W({axis:e,split:o,numOutputs:t})},eg=(i,e,o,t)=>{let[,r]=$r.splitShape(e[0].dims,o,t.split,t.numOutputs);return r.length},rg=(i,e,o,t,r)=>{let[n,s]=$r.splitShape(e.dims,t,o.split,o.numOutputs),a=s[r],u=n[r],f=`
float process(int indices[${u.length}]) {
indices[${t}] += ${a};
return _A(indices);
}
`;return {...Hc,cacheHint:`${o.cacheKey}:${r}`,output:{dims:u,type:e.type,textureType:0},shaderSource:f}},ng=i=>{if(!i||i.length!==1)throw new Error("Split requires one input.");if(i[0].type!=="int8"&&i[0].type!=="uint8"&&i[0].type!=="int16"&&i[0].type!=="uint16"&&i[0].type!=="int32"&&i[0].type!=="uint32"&&i[0].type!=="float32"&&i[0].type!=="float64"&&i[0].type!=="bool")throw new Error("Invalid input type.")};});var Fi,Kc,Jc,og,ig,Yc=O(()=>{Y();Fi=(i,e,o)=>{og(e);let t=B.squeezeShape(e[0].dims,o);return [i.reshapeUnpacked(e[0],t)]},Kc=(i,e)=>(ig(e),Fi(i,[e[0]],Array.from(e[1].integerData))),Jc=i=>i.attributes.getInts("axes"),og=i=>{if(!i||i.length!==1)throw new Error("Squeeze requires 1 input.");if(i[0].type==="string")throw new Error("invalid input tensor types.")},ig=i=>{if(!i||i.length!==2)throw new Error("Squeeze requires 2 inputs.");if(i[1].type!=="int32")throw new Error("Invalid input type.")};});var Zc,ag,sg,Qc=O(()=>{ut();j();Zc=(i,e)=>{sg(e);let o={name:"Sum",inputNames:e.map((r,n)=>`X${n}`),inputTypes:new Array(e.length).fill(0)};return [i.run({...o,get:()=>ag(i,e,o)},e)]},ag=(i,e,o)=>{let t=G(i.session.backend.glContext.version),r=e[0].dims.slice(),s=`
void main() {
vec4 result = ${e.map((a,u)=>`${t.texture2D}(X${u},TexCoords)`).join(" + ")};
${t.output} = result;
}
`;return {...o,output:{dims:r,type:e[0].type,textureType:0},hasMain:true,shaderSource:s}},sg=i=>{if(!i||i.length===0)throw new Error("Sum requires inputs.");let e=i[0].dims.length;for(let o=1;o<i.length;o++){if(e!==i[o].dims.length)throw new Error("Input shapes are mismatched.");for(let t=0;t<e;t++)if(i[0].dims[t]!==i[o].dims[t])throw new Error("Input shapes are not matched.")}if(i[0].type!=="float32"&&i[0].type!=="float64")throw new Error("Invalid input type.");for(let o=1;o<i.length;o++)if(i[0].type!==i[o].type)throw new Error("Input types are not matched.")};});var tp,ug,lg,ep=O(()=>{Rr();j();tp=(i,e)=>{lg(e);let o={name:"Tile",inputNames:["A"],inputTypes:[0]};return [i.run({...o,get:()=>ug(i,e,o)},e)]},ug=(i,e,o)=>{let t=e[0].dims.slice(),r=new Array(t.length),n=[];for(let u=0;u<t.length;u++)r[u]=t[u]*e[1].numberData[u],n.push(`inputIdx[${u}] = int(mod(float(outputIdx[${u}]), ${t[u]}.));`);let s=r.length,a=`
float process(int outputIdx[${s}]) {
int inputIdx[${s}];
${n.join(`
`)}
return _A(inputIdx);
}
`;return {...o,output:{dims:r,type:e[0].type,textureType:0},shaderSource:a}},lg=i=>{if(!i||i.length!==2)throw new Error("Tile requires 2 input.");if(i[1].dims.length!==1)throw new Error("The second input shape must 1 dimension.");if(i[1].dims[0]!==i[0].dims.length)throw new Error("Invalid input shape.");if(Pe.indexOf(i[0].type)===-1)throw new Error("Invalid input type.");if(i[1].type!=="int32"&&i[1].type!=="int16")throw new Error("Invalid repeat type.")};});var Ci,rp,np,fg,cg,op=O(()=>{Y();Ci=(i,e,o)=>{fg(e);let t=B.unsqueezeShape(e[0].dims,o);return [i.reshapeUnpacked(e[0],t)]},rp=(i,e)=>(cg(e),Ci(i,[e[0]],Array.from(e[1].integerData))),np=i=>i.attributes.getInts("axes"),fg=i=>{if(!i||i.length!==1)throw new Error("Unsqueeze requires 1 input.");if(i[0].type==="string")throw new Error("invalid input tensor types.")},cg=i=>{if(!i||i.length!==2)throw new Error("Unsqueeze requires 2 inputs.");if(i[1].type!=="int32")throw new Error("Invalid input type.")};});var ip,ap=O(()=>{ml();Pl();Ll();Nl();Bn();wf();Af();Df();kf();Nf();Mf();Wf();Xf();Fn();Zf();cc();xc();wc();Ac();Ec();Bc();Wc();Xc();Yc();Qc();ep();Nn();xi();op();Li();ip=[["Abs","","6+",Rl],["Acos","","7+",Gl],["Add","","7+",bl],["And","","7+",gl],["Asin","","7+",Ml],["Atan","","7+",Ul],["AveragePool","","7+",tc,ec],["BatchNormalization","","7+",dl,hl],["Cast","","6+",El,Dl],["Ceil","","6+",Wl],["Clip","","6-10",gi,Vl],["Clip","","11+",zl],["Concat","","4+",Bl,Cl],["Conv","","1+",Oi,Si],["ConvTranspose","","1+",xf,Tf],["Cos","","7+",Hl],["Div","","7+",yl],["Dropout","","7+",yi],["DepthToSpace","","1+",Of,Sf],["Equal","","7+",xl],["Elu","","6+",ql,jl],["Exp","","6+",Xl],["Flatten","","1+",Pf,Ef],["Floor","","6+",Kl],["FusedConv","com.microsoft","1+",Oi,Si],["Gather","","1+",Lf,$f],["Gemm","","7-10",Ai,Ff],["Gemm","","11+",Ai,Cf],["GlobalAveragePool","","1+",nc,oc],["GlobalMaxPool","","1+",lc],["Greater","","7+",Tl],["Identity","","1+",yi],["ImageScaler","","1+",Rf,Gf],["InstanceNormalization","","6+",Vf,zf],["LeakyRelu","","6+",Jl,Yl],["Less","","7+",wl],["LRN","","1+",Hf,qf],["Log","","6+",Zl],["MatMul","","1+",pf,df],["MaxPool","","1+",ic,ac],["Mul","","7+",vl],["Neg","","6+",Ql],["Not","","1+",tf],["Or","","7+",Il],["Pad","","2-10",Pi,Kf],["Pad","","11+",Jf,Yf],["Pow","","7+",_l],["PRelu","","7+",Ol],["ReduceLogSum","","1+",gc,Ee],["ReduceMax","","1+",hc,Ee],["ReduceMean","","1+",dc,Ee],["ReduceMin","","1+",mc,Ee],["ReduceProd","","1+",bc,Ee],["ReduceSum","","1-12",pc,Ee],["ReduceSumSquare","","1+",yc,Ee],["Relu","","6+",ef],["Reshape","","5+",Tc],["Resize","","10",ki,Oc],["Resize","","11+",ki,Sc],["Shape","","1+",Pc],["Sigmoid","","6+",rf],["Sin","","7+",nf],["Slice","","10+",kc],["Slice","","1-9",Dc,Lc],["Softmax","","1-12",Rc,Gc],["Softmax","","13+",Uc,Mc],["Split","","2-12",qc,jc],["Sqrt","","6+",of],["Squeeze","","1-12",Fi,Jc],["Squeeze","","13+",Kc],["Sub","","7+",Sl],["Sum","","6+",Zc],["Tan","","7+",af],["Tanh","","6+",sf],["Tile","","6+",tp],["Transpose","","1+",je,If],["Upsample","","7-8",Ei,Ic],["Upsample","","9",Ei,_c],["Unsqueeze","","1-12",Ci,np],["Unsqueeze","","13+",rp],["Xor","","7+",Al]];});function up(i){let e={},o;for(;(o=sp.exec(i))!==null;){let t=o[3].split(",").map(r=>{let n=r.trim().split(" ");return n&&n.length===2?{type:n[0],name:n[1]}:null}).filter(r=>r!==null);e[o[2]]={params:t,body:o[4]};}for(let t in e){let r=pg.replace("__FUNC__",t),n=new RegExp(r,"gm");for(;(o=n.exec(i))!==null;){let s=o[1],a=o[2],u=o[3].split(","),l=s?`${s} ${a};`:"",f=e[t].body,p="";e[t].params.forEach((y,T)=>{y&&(p+=`${y.type} ${y.name} = ${u[T]};
`);}),f=`${p}
${f}`,f=f.replace("return",`${a} = `);let d=`
${l}
{
${f}
}
`;i=i.replace(o[0],d);}}return i=i.replace(sp,""),i}var sp,pg,lp=O(()=>{sp=/@inline[\s\n\r]+(\w+)[\s\n\r]+([0-9a-zA-Z_]+)\s*\(([^)]*)\)\s*{(([^}]|[\n\r])*)}/gm,pg="(\\w+)?\\s+([_0-9a-zA-Z]+)\\s+=\\s+__FUNC__\\((.*)\\)\\s*;";});function hr(i,e){let o=[],t=[];for(let a=0;a<i.length;++a){i[a]!==1&&(o.push(i[a]),t.push(a));}return {newShape:o,keptDims:t}}function mg(i){if(i.length===0)return 1;let e=i[0];for(let o=1;o<i.length;o++)e*=i[o];return e}function fp(i){let e=Math.ceil(Math.sqrt(i));return [e,Math.ceil(i/e)]}var Un,Ni=O(()=>{Ut();Y();Un=class{constructor(e){this.maxTextureSize=e;}computeTextureWH(e,o){let t=this.computeTexture(e,o);return o&&o.isPacked&&(t[0]/=2,t[1]/=2),o&&o.reverseWH?[t[1],t[0]]:t}computeTexture(e,o){let t=o&&o.isPacked;if(e.length===0)return t?[2,2]:[1,1];let r=this.maxTextureSize;if(o&&o.breakAxis!==void 0){let a=o.breakAxis>=e.length?1:e.slice(o.breakAxis).reduce((l,f)=>l*f),u=o.breakAxis<=0?1:e.slice(0,o.breakAxis).reduce((l,f)=>l*f);if(a>r||u>r)tt.verbose("TextureLayout",`Given width/height preferences were unattainable: shape:${e}, breakAxis:${o.breakAxis}`);else return [a,u]}let n=e.slice(0);t&&(r=r*2,n=n.map((a,u)=>u>=n.length-2?n[u]%2===0?n[u]:n[u]+1:n[u]),n.length===1&&(n=[2,n[0]])),n.length!==2&&(n=hr(n).newShape);let s=mg(n);return n.length<=1&&s<=r?[1,s]:n.length===2&&n[0]<=r&&n[1]<=r?n:n.length===3&&n[0]*n[1]<=r&&n[2]<=r?[n[0]*n[1],n[2]]:n.length===3&&n[0]<=r&&n[1]*n[2]<=r?[n[0],n[1]*n[2]]:n.length===4&&n[0]*n[1]*n[2]<=r&&n[3]<=r?[n[0]*n[1]*n[2],n[3]]:n.length===4&&n[0]<=r&&n[1]*n[2]*n[3]<=r?[n[0],n[1]*n[2]*n[3]]:t?fp(s/4).map(a=>a*2):fp(s)}};});var Vn,cp=O(()=>{Y();Te();ut();Ni();pe();Vn=class extends Ht{constructor(o){super(o);}getFunctions(){return {...this.offsetToCoords(),...this.coordsToOffset(),...this.toVec(),...this.valueFrom(),...this.getCommonUtilFuncs(),...this.getInputsSamplingSnippets(),...this.getOutputSamplingSnippet()}}getCustomTypes(){return {}}offsetToCoords(){let o="offsetToCoords";return {offsetToCoords:new k(`
vec2 ${o}(int offset, int width, int height) {
int t = offset / width;
int s = offset - t*width;
vec2 coords = (vec2(s,t) + vec2(0.5,0.5)) / vec2(width, height);
return coords;
}
`)}}coordsToOffset(){let o="coordsToOffset";return {coordsToOffset:new k(`
int ${o}(vec2 coords, int width, int height) {
float s = coords.s * float(width);
float t = coords.t * float(height);
int offset = int(t) * width + int(s);
return offset;
}
`)}}getOutputSamplingSnippet(){let o=this.context.outputTextureLayout;return o.isPacked?this.getPackedOutputSamplingSnippet(o):this.getUnpackedOutputSamplingSnippet(o)}getPackedOutputSamplingSnippet(o){let t=o.unpackedShape,r=[o.width,o.height],n={},s="getOutputCoords";switch(t.length){case 0:n[s]=this.getOutputScalarCoords();break;case 1:n[s]=this.getOutputPacked1DCoords(t,r);break;case 2:n[s]=this.getOutputPacked2DCoords(t,r);break;case 3:n[s]=this.getOutputPacked3DCoords(t,r);break;default:n[s]=this.getOutputPackedNDCoords(t,r);}let u=`
void setOutput(vec4 val) {
${G(this.context.glContext.version).output} = val;
}
`,l="floatTextureSetRGBA";return n[l]=new k(u),n}getUnpackedOutputSamplingSnippet(o){let t=o.unpackedShape,r=[o.width,o.height],n={},s="getOutputCoords";switch(t.length){case 0:n[s]=this.getOutputScalarCoords();break;case 1:n[s]=this.getOutputUnpacked1DCoords(t,r);break;case 2:n[s]=this.getOutputUnpacked2DCoords(t,r);break;case 3:n[s]=this.getOutputUnpacked3DCoords(t,r);break;case 4:n[s]=this.getOutputUnpacked4DCoords(t,r);break;case 5:n[s]=this.getOutputUnpacked5DCoords(t,r);break;case 6:n[s]=this.getOutputUnpacked6DCoords(t,r);break;default:throw new Error(`Unsupported output dimensionality: ${t.length}`)}let u=`
void setOutput(float val) {
${G(this.context.glContext.version).output} = vec4(val, 0, 0, 0);
}
`,l="floatTextureSetR";return n[l]=new k(u),n}getOutputScalarCoords(){return new k(`
int getOutputCoords() {
return 0;
}
`)}getOutputPacked1DCoords(o,t){let r=t,n="";return r[0]===1?(n=`
int getOutputCoords() {
return 2 * int(TexCoords.y * ${r[1]}.0);
}
`,new k(n)):r[1]===1?(n=`
int getOutputCoords() {
return 2 * int(TexCoords.x * ${r[0]}.0);
}
`,new k(n)):(n=`
int getOutputCoords() {
ivec2 resTexRC = ivec2(TexCoords.xy *
vec2(${r[0]}, ${r[1]}));
return 2 * (resTexRC.y * ${r[0]} + resTexRC.x);
}
`,new k(n))}getOutputPacked2DCoords(o,t){let r="";if(Me.arraysEqual(o,t))return r=`
ivec2 getOutputCoords() {
return 2 * ivec2(TexCoords.xy * vec2(${t[0]}, ${t[1]}));
}
`,new k(r);let n=t,s=Math.ceil(o[1]/2);return r=`
ivec2 getOutputCoords() {
ivec2 resTexRC = ivec2(TexCoords.xy *
vec2(${n[0]}, ${n[1]}));
int index = resTexRC.y * ${n[0]} + resTexRC.x;
// reverse r and c order for packed texture
int r = imod(index, ${s}) * 2;
int c = 2 * (index / ${s});
return ivec2(r, c);
}
`,new k(r)}getOutputPacked3DCoords(o,t){let r=[t[0],t[1]],n=Math.ceil(o[2]/2),s=n*Math.ceil(o[1]/2),a=`
ivec3 getOutputCoords() {
ivec2 resTexRC = ivec2(TexCoords.xy *
vec2(${r[0]}, ${r[1]}));
int index = resTexRC.y * ${r[0]} + resTexRC.x;
int b = index / ${s};
index -= b * ${s};
// reverse r and c order for packed texture
int r = imod(index, ${n}) * 2;
int c = 2 * (index / ${n});
return ivec3(b, r, c);
}
`;return new k(a)}getOutputPackedNDCoords(o,t){let r=[t[0],t[1]],n=Math.ceil(o[o.length-1]/2),s=n*Math.ceil(o[o.length-2]/2),a=s,u="",l="b, r, c";for(let p=2;p<o.length-1;p++)a*=o[o.length-p-1],u=`
int b${p} = index / ${a};
index -= b${p} * ${a};
`+u,l=`b${p}, `+l;let f=`
ivec${o.length} getOutputCoords() {
ivec2 resTexRC = ivec2(TexCoords.xy *
vec2(${r[0]}, ${r[1]}));
int index = resTexRC.y * ${r[0]} + resTexRC.x;
${u}
int b = index / ${s};
index -= b * ${s};
// reverse r and c order for packed texture
int r = imod(index, ${n}) * 2;
int c = 2 * (index / ${n});
return ivec${o.length}(${l});
}
`;return new k(f)}getOutputUnpacked1DCoords(o,t){let r=`
int getOutputCoords() {
ivec2 resTexRC = ivec2(TexCoords.xy *
vec2(${t[0]}, ${t[1]}));
return resTexRC.y * ${t[0]} + resTexRC.x;
}
`;return new k(r)}getOutputUnpacked2DCoords(o,t){let r=`
ivec2 getOutputCoords() {
ivec2 resTexRC = ivec2(TexCoords.xy *
vec2(${t[0]}, ${t[1]}));
int index = resTexRC.y * ${t[0]} + resTexRC.x;
int r = index / ${o[1]};
int c = index - r * ${o[1]};
return ivec2(r, c);
}
`;return new k(r)}getOutputUnpacked3DCoords(o,t){let r="",n=o.length,s=null;n<2&&(s=[]),s=new Array(n-1),s[n-2]=o[n-1];for(let l=n-3;l>=0;--l)s[l]=s[l+1]*o[l+1];let a=["r","c","d"],u=s.map((l,f)=>{let p=`int ${a[f]} = index / ${l}`,d=f===s.length-1?`int ${a[f+1]} = index - ${a[f]} * ${l}`:`index -= ${a[f]} * ${l}`;return `${p}; ${d};`}).join("");return r=`
ivec3 getOutputCoords() {
ivec2 resTexRC = ivec2(TexCoords.xy *
vec2(${t[0]}, ${t[1]}));
int index = resTexRC.y * ${t[0]} + resTexRC.x;
${u}
return ivec3(r, c, d);
}
`,new k(r)}getOutputUnpacked4DCoords(o,t){let r="",n=o.length,s=null;n<2&&(s=[]),s=new Array(n-1),s[n-2]=o[n-1];for(let l=n-3;l>=0;--l)s[l]=s[l+1]*o[l+1];let a=["r","c","d","d2"],u=s.map((l,f)=>{let p=`int ${a[f]} = index / ${l}`,d=f===s.length-1?`int ${a[f+1]} = index - ${a[f]} * ${l}`:`index -= ${a[f]} * ${l}`;return `${p}; ${d};`}).join("");return r=`
ivec4 getOutputCoords() {
ivec2 resTexRC = ivec2(TexCoords.xy *
vec2(${t[0]}, ${t[1]}));
int index = resTexRC.y * ${t[0]} + resTexRC.x;
${u}
return ivec4(r, c, d, d2);
}
`,new k(r)}getOutputUnpacked5DCoords(o,t){let r="",n=o.length,s=null;n<2&&(s=[]),s=new Array(n-1),s[n-2]=o[n-1];for(let l=n-3;l>=0;--l)s[l]=s[l+1]*o[l+1];let a=["r","c","d","d2","d3"],u=s.map((l,f)=>{let p=`int ${a[f]} = index / ${l}`,d=f===s.length-1?`int ${a[f+1]} = index - ${a[f]} * ${l}`:`index -= ${a[f]} * ${l}`;return `${p}; ${d};`}).join("");return r=`
ivec5 getOutputCoords() {
ivec2 resTexRC = ivec2(TexCoords.xy *
vec2(${t[0]}, ${t[1]}));
int index = resTexRC.y * ${t[0]} + resTexRC.x;
${u}
return ivec5(r, c, d, d2, d3);
}
`,new k(r)}getOutputUnpacked6DCoords(o,t){let r="",n=o.length,s=null;n<2&&(s=[]),s=new Array(n-1),s[n-2]=o[n-1];for(let l=n-3;l>=0;--l)s[l]=s[l+1]*o[l+1];let a=["r","c","d","d2","d3","d4"],u=s.map((l,f)=>{let p=`int ${a[f]} = index / ${l}`,d=f===s.length-1?`int ${a[f+1]} = index - ${a[f]} * ${l}`:`index -= ${a[f]} * ${l}`;return `${p}; ${d};`}).join("");return r=`
ivec6 getOutputCoords() {
ivec2 resTexRC = ivec2(TexCoords.xy *
vec2(${t[0]}, ${t[1]}));
int index = resTexRC.y * ${t[0]} + resTexRC.x;
${u}
return ivec6(r, c, d, d2, d3, d4);
}
`,new k(r)}getCommonUtilFuncs(){let o={},t="uvFromFlat";o[t]=new k(`
vec2 uvFromFlat(int texNumR, int texNumC, int index) {
int texC = index / texNumR;
int texR = index - texC * texNumR;
// TODO: swap texR, texC order in following function so row is corresponding to u and column is corresponding to
// v.
return (vec2(texR, texC) + halfCR) / vec2(texNumR, texNumC);
}
`),t="packedUVfrom1D",o[t]=new k(`
vec2 packedUVfrom1D(int texNumR, int texNumC, int index) {
int texelIndex = index / 2;
int texR = texelIndex / texNumC;
int texC = texelIndex - texR * texNumC;
return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR);
}
`),t="packedUVfrom2D",o[t]=new k(`
vec2 packedUVfrom2D(int texNumR, int texNumC, int texelsInLogicalRow, int row, int col) {
int texelIndex = (row / 2) * texelsInLogicalRow + (col / 2);
int texR = texelIndex / texNumC;
int texC = texelIndex - texR * texNumC;
return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR);
}
`),t="packedUVfrom3D",o[t]=new k(`
vec2 packedUVfrom3D(int texNumR, int texNumC,
int texelsInBatch, int texelsInLogicalRow, int b,
int row, int col) {
int index = b * texelsInBatch + (row / 2) * texelsInLogicalRow + (col / 2);
int texR = index / texNumC;
int texC = index - texR * texNumC;
return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR);
}
`),t="sampleTexture";let r=G(this.context.glContext.version);return o[t]=new k(`
float sampleTexture(sampler2D textureSampler, vec2 uv) {
return ${r.texture2D}(textureSampler, uv).r;
}`),o}getInputsSamplingSnippets(){let o={},t=this.context.outputTextureLayout;return this.context.programInfo.inputNames.forEach((r,n)=>{let s=this.context.inputTextureLayouts[n],a=An(r);s.isPacked?o[a]=this.getPackedSamplerFromInput(a,r,s):o[a]=this.getUnpackedSamplerFromInput(a,r,s);let u=Yu(r);s.unpackedShape.length<=t.unpackedShape.length&&(s.isPacked?o[u]=this.getPackedSamplerAtOutputCoords(u,s,t,r):o[u]=this.getUnpackedSamplerAtOutputCoords(u,s,t,r));}),o}getPackedSamplerAtOutputCoords(o,t,r,n){let s=t.unpackedShape,a=r.unpackedShape,l=An(n),f=s.length,p=a.length,d=kt.getBroadcastDims(s,a),y=Bt(p),T=p-f,v,S=ne();f===0?v="":p<2&&d.length>=1?v="coords = 0;":v=d.map(Dt=>`coords.${S[Dt+T]} = 0;`).join(`
`);let L="";p<2&&f>0?L="coords":L=s.map((Dt,_t)=>`coords.${S[_t+T]}`).join(", ");let P="return outputValue;",M=B.size(s)===1,lt=B.size(a)===1;if(f===1&&!M&&!lt)P=`
return vec4(outputValue.xy, outputValue.xy);
`;else if(M&&!lt)p===1?P=`
return vec4(outputValue.x, outputValue.x, 0., 0.);
`:P=`
return vec4(outputValue.x);
`;else if(d.length){let Dt=f-2,_t=f-1;d.indexOf(Dt)>-1&&d.indexOf(_t)>-1?P="return vec4(outputValue.x);":d.indexOf(Dt)>-1?P="return vec4(outputValue.x, outputValue.y, outputValue.x, outputValue.y);":d.indexOf(_t)>-1&&(P="return vec4(outputValue.xx, outputValue.zz);");}let wt=`
int lastDim = coords.${S[p-1]};
coords.${S[p-1]} = coords.${S[p-2]};
coords.${S[p-2]} = lastDim;
`,et=`
vec4 ${o}() {
${y} coords = getOutputCoords();
${wt}
${v}
vec4 outputValue = ${l}(${L});
${P}
}
`;return new k(et,["coordinates.getOutputCoords"])}getUnpackedSamplerAtOutputCoords(o,t,r,n){let s=[r.width,r.height],a=[t.width,t.height],u=t.unpackedShape.length,l=r.unpackedShape.length,f=t.unpackedShape,p=r.unpackedShape,d=An(n);if(u===l&&Me.arraysEqual(a,s)){let M=`
float ${o}() {
return sampleTexture(${n}, TexCoords);
}
`;return new k(M,["coordinates.sampleTexture"])}let y=Bt(l),T=kt.getBroadcastDims(f,p),v=l-u,S,L=ne();u===0?S="":l<2&&T.length>=1?S="coords = 0;":S=T.map(M=>`coords.${L[M+v]} = 0;`).join(`
`);let P="";l<2&&u>0?P="coords":P=t.unpackedShape.map((M,V)=>`coords.${L[V+v]}`).join(", ");let A=`
float ${o}() {
${y} coords = getOutputCoords();
${S}
return ${d}(${P});
}
`;return new k(A,["coordinates.getOutputCoords"])}getPackedSamplerFromInput(o,t,r){switch(r.unpackedShape.length){case 0:return this.getPackedSamplerScalar(o,t);case 1:return this.getPackedSampler1D(o,t,r);case 2:return this.getPackedSampler2D(o,t,r);case 3:return this.getPackedSampler3D(o,t,r);default:return this.getPackedSamplerND(o,t,r)}}getUnpackedSamplerFromInput(o,t,r){let n=r.unpackedShape;switch(n.length){case 0:return this.getUnpackedSamplerScalar(o,t,r);case 1:return this.getUnpackedSampler1D(o,t,r);case 2:return this.getUnpackedSampler2D(o,t,r);case 3:return this.getUnpackedSampler3D(o,t,r);case 4:return this.getUnpackedSampler4D(o,t,r);case 5:return this.getUnpackedSampler5D(o,t,r);case 6:return this.getUnpackedSampler6D(o,t,r);default:throw new Error(`Unsupported dimension ${n.length}-D`)}}getPackedSamplerScalar(o,t){let r=G(this.context.glContext.version),n=`
vec4 ${o}() {
return ${r.texture2D}(${t}, halfCR);
}
`;return new k(n)}getPackedSampler1D(o,t,r){let n=[r.width,r.height],s=[n[1],n[0]],a=G(this.context.glContext.version),l=`vec4 ${o}(int index) {
vec2 uv = packedUVfrom1D(
${s[0]}, ${s[1]}, index);
return ${a.texture2D}(${t}, uv);
}`;return new k(l,["coordinates.packedUVfrom1D"])}getPackedSampler2D(o,t,r){let n=r.unpackedShape,s=[r.width,r.height],a=G(this.context.glContext.version),u=s[0],l=s[1];if(s!=null&&Me.arraysEqual(n,s)){let T=`vec4 ${o}(int row, int col) {
vec2 uv = (vec2(col, row) + halfCR) / vec2(${l}.0, ${u}.0);
return ${a.texture2D}(${t}, uv);
}`;return new k(T)}let f=s,p=Math.ceil(n[1]/2),y=`vec4 ${o}(int row, int col) {
vec2 uv = packedUVfrom2D(${f[1]}, ${f[0]}, ${p}, row, col);
return ${a.texture2D}(${t}, uv);
}`;return new k(y,["coordinates.packedUVfrom2D"])}getPackedSampler3D(o,t,r){let n=r.unpackedShape,s=[r.width,r.height],a=[s[0],s[1]],u=G(this.context.glContext.version);if(n[0]===1){let v=n.slice(1),S=[1,2],L=lr(n,v),P=["b","row","col"],A=JSON.parse(JSON.stringify(r));A.unpackedShape=L;let M=this.getPackedSamplerFromInput(o,t,A),lt=`${M.routineBody}
vec4 ${o}(int b, int row, int col) {
return ${o}(${fr(P,S)});
} `;return new k(lt,M.dependencies)}let l=a[0],f=a[1],p=Math.ceil(n[2]/2),d=p*Math.ceil(n[1]/2),T=`vec4 ${o}(int b, int row, int col) {
vec2 uv = packedUVfrom3D(
${f}, ${l}, ${d}, ${p}, b, row, col);
return ${u.texture2D}(${t}, uv);}`;return new k(T,["coordinates.packedUVfrom3D"])}getPackedSamplerND(o,t,r){let n=r.unpackedShape,s=n.length,a=[r.width,r.height],u=G(this.context.glContext.version),l=[a[0],a[1]],f=l[1],p=l[0],d=Math.ceil(n[s-1]/2),y=d*Math.ceil(n[s-2]/2),T="int b, int row, int col",v=`b * ${y} + (row / 2) * ${d} + (col / 2)`;for(let P=2;P<s-1;P++)T=`int b${P}, `+T,y*=n[s-P-1],v=`b${P} * ${y} + `+v;let L=`vec4 ${o}(${T}) {
int index = ${v};
int texR = index / ${p};
int texC = index - texR * ${p};
vec2 uv = (vec2(texC, texR) + halfCR) / vec2(${p}, ${f});
return ${u.texture2D}(${t}, uv);
}`;return new k(L)}getUnpackedSamplerScalar(o,t,r){let[n,s]=[r.width,r.height];if(n===1&&s===1){let u=`
float ${o}() {
return sampleTexture(${t}, halfCR);
}
`;return new k(u,["coordinates.sampleTexture"])}let a=`
float ${o}() {
int offset_${t} = coordsToOffset(TexCoords, ${n}, ${s});
vec2 uv = uvFromFlat(${n}, ${s}, offset_${t});
return sampleTexture(${t}, uv);
}
`;return new k(a,["coordinates.uvFromFlat","coordinates.sampleTexture","coordinates.coordsToOffset"])}getUnpackedSampler1D(o,t,r){let n=r.width,s=r.height;if(s===1&&n===1){let u=`
float ${o}(int index) {
return sampleTexture(${t}, halfCR);
}
`;return new k(u,["coordinates.sampleTexture"])}if(s===1){let u=`
float ${o}(int index) {
vec2 uv = vec2((float(index) + 0.5) / ${n}.0, 0.5);
return sampleTexture(${t}, uv);
}
`;return new k(u,["coordinates.sampleTexture"])}if(n===1){let u=`
float ${o}(int index) {
vec2 uv = vec2(0.5, (float(index) + 0.5) / ${s}.0);
return sampleTexture(${t}, uv);
}
`;return new k(u,["coordinates.sampleTexture"])}let a=`
float ${o}(int index) {
vec2 uv = uvFromFlat(${n}, ${s}, index);
return sampleTexture(${t}, uv);
}
`;return new k(a,["coordinates.uvFromFlat","coordinates.sampleTexture"])}getUnpackedSampler2D(o,t,r){let n=r.unpackedShape,s=[r.height,r.width];if(s!=null&&Me.arraysEqual(n,s)){let y=s[1],T=s[0],v=`
float ${o}(int row, int col) {
vec2 uv = (vec2(row, col) + halfCR) / vec2(${y}.0, ${T}.0);
return sampleTexture(${t}, uv);
}
`;return new k(v,["coordinates.sampleTexture"])}let{newShape:a,keptDims:u}=hr(n),l=a;if(l.length<n.length){let y=lr(n,l),T=JSON.parse(JSON.stringify(r));T.unpackedShape=y;let v=["col","row"],S=`
${this.getUnpackedSamplerFromInput(o,t,T).routineBody}
float ${o}(int row, int col) {
return ${o}(${fr(v,u)});
}
`;return new k(S,["coordinates.sampleTexture"])}let f=s[1],p=s[0];if(p===1){let y=`
float ${o}(int row, int col) {
int offset_${t} = coordsToOffset(TexCoords, ${f}, ${p});
float index = dot(vec3(row, col, offset_${t}), vec3(${n[1]}, 1, 1));
vec2 uv = vec2(0.5, (index + 0.5) / ${f}.0);
return sampleTexture(${t}, uv);
}
`;return new k(y,["coordinates.sampleTexture","coordinates.coordsToOffset"])}if(f===1){let y=`
float ${o}(int row, int col) {
int offset_${t} = coordsToOffset(TexCoords, ${f}, ${p});
float index = dot(vec3(row, col, offset_${t}), vec3(${n[1]}, 1, 1));
vec2 uv = vec2((index + 0.5) / ${p}.0, 0.5);
return sampleTexture(${t}, uv);
}
`;return new k(y,["coordinates.sampleTexture","coordinates.coordsToOffset"])}let d=`
float ${o}(int row, int col) {
int index = col * ${n[1]} + row;
vec2 uv = uvFromFlat(${f}, ${p}, index);
return sampleTexture(${t}, uv);
}
`;return new k(d,["coordinates.uvFromFlat","coordinates.sampleTexture","coordinates.coordsToOffset"])}getUnpackedSampler3D(o,t,r){let n=r.unpackedShape,s=n[1]*n[2],a=n[2],{newShape:u,keptDims:l}=hr(n),f=u;if(f.length<n.length){let T=lr(n,f),v=["batch","col","row"],S=JSON.parse(JSON.stringify(r));S.unpackedShape=T;let L=this.getUnpackedSamplerFromInput(o,t,S),P=l.reverse(),A=`
${L.routineBody}
float ${o}(int batch, int row, int col) {
return ${o}(${fr(v,P)});
}
`;return new k(A,L.dependencies)}let p=r.width,d=r.height,y=`
float ${o}(int depth, int row, int col) {
// Explicitly use integer operations as dot() only works on floats.
int index = depth * ${s} + col * ${a} + row;
vec2 uv = uvFromFlat(${p}, ${d}, index);
return sampleTexture(${t}, uv);
}
`;return new k(y,["coordinates.uvFromFlat","coordinates.sampleTexture","coordinates.coordsToOffset"])}getUnpackedSampler4D(o,t,r){let n=r.unpackedShape,s=n[3],a=n[2]*s,u=n[1]*a,l=r.width,f=r.height,p=`
float ${o}(int row, int col, int depth, int depth2) {
int index = row * ${u} + col * ${a} +
depth2 * ${s} + depth;
vec2 uv = uvFromFlat(${l}, ${f}, index);
return sampleTexture(${t}, uv);
}
`;return new k(p,["coordinates.uvFromFlat","coordinates.sampleTexture"])}getUnpackedSampler5D(o,t,r){let n=r.unpackedShape,s=n[4],a=n[3]*s,u=n[2]*a,l=n[1]*u,{newShape:f,keptDims:p}=hr(n);if(f.length<n.length){let v=lr(n,f),S=["row","col","depth","depth2","depth3"],L=JSON.parse(JSON.stringify(r));L.unpackedShape=v;let P=`
${this.getUnpackedSamplerFromInput(o,t,L).routineBody}
float ${o}(int row, int col, int depth, int depth2, int depth3) {
return ${o}(${fr(S,p)});
}
`;return new k(P,["coordinates.sampleTexture","coordinates.uvFromFlat"])}let d=r.width,y=r.height,T=`
float ${o}(int row, int col, int depth, int depth2, int depth3) {
int index = row * ${l} + col * ${u} + depth * ${a} +
depth3 * ${s} + depth2;
vec2 uv = uvFromFlat(${d}, ${y}, index);
return sampleTexture(${t}, uv);
}
`;return new k(T,["coordinates.sampleTexture","coordinates.uvFromFlat"])}getUnpackedSampler6D(o,t,r){let n=r.unpackedShape,s=n[5],a=n[4]*s,u=n[3]*a,l=n[2]*u,f=n[1]*l,{newShape:p,keptDims:d}=hr(n);if(p.length<n.length){let S=lr(n,p),L=["row","col","depth","depth2","depth3","depth4"],P=JSON.parse(JSON.stringify(r));P.unpackedShape=S;let A=`
${this.getUnpackedSamplerFromInput(o,t,P).routineBody}
float ${o}(int row, int col, int depth,
int depth2, int depth3, int depth4) {
return ${o}(${fr(L,d)});
}
`;return new k(A,["coordinates.sampleTexture","coordinates.uvFromFlat"])}let y=r.width,T=r.height,v=`
float ${o}(int row, int col, int depth,
int depth2, int depth3, int depth4) {
int index = row * ${f} + col * ${l} + depth * ${u} +
depth2 * ${a} + depth3 * ${s} + depth4;
vec2 uv = uvFromFlat(${y}, ${T}, index);
return sampleTexture(${t}, uv);
}
`;return new k(v,["coordinates.uvFromFlat","coordinates.sampleTexture","coordinates.coordsToOffset"])}toVec(){let o=this.context.outputTextureLayout,t=o.shape.length,r=o.strides,n=o.width,s=o.height,a=[];for(let l=0;l<t-1;++l)a.push(`
c[${l}] = offset / ${r[l]};`),a.push(`
offset -= c[${l}] * ${r[l]};`);a.push(`
c[${t-1}] = offset;`);let u=`
void toVec(vec2 texCoords, out int c[${t}]) {
int offset = coordsToOffset(texCoords, ${n}, ${s});
${a.join("")}
}
void toVec(int offset, out int c[${t}]) {
${a.join("")}
}
`;return {toVec:new k(u,["coordinates.coordsToOffset"])}}valueFrom(){let o={};return this.context.programInfo.inputNames.forEach((t,r)=>{let n=this.context.inputTextureLayouts[r],a=(n.unpackedShape.length>0?n.unpackedShape:n.shape).length,u=`_${t}`;o[u]=new k(this.getValueFromSingle(t,a,n.width,n.height,false),[`shapeUtils.indicesToOffset${u}`,"coordinates.offsetToCoords","fragcolor.getColorAsFloat"]),u=u+"_T",o[u]=new k(this.getValueFromSingle(t,a,n.width,n.height,true),[`shapeUtils.indicesToOffset${u}`,"coordinates.offsetToCoords","fragcolor.getColorAsFloat"]);}),o}getValueFromSingle(o,t,r,n,s){let a=`_${o}`;s&&(a=a+"_T");let u=G(this.context.glContext.version);return `
float ${a}(int m[${t}]) {
int offset = indicesToOffset${a}(m);
vec2 coords = offsetToCoords(offset, ${r}, ${n});
float value = getColorAsFloat(${u.texture2D}(${o}, coords));
return value;
}
`}getPackedValueFrom(o,t,r,n,s){let a=`_${o}_Pack`;s&&(a=a+"_T");let u=G(this.context.glContext.version);return `
vec4 ${a}(int m[${t}]) {
int offset = indicesToOffset_${o}(m);
vec2 coords = offsetToCoords(offset, ${r}, ${n});
return ${u.texture2D}(${o}, coords);
}
`}};});var zn,pp=O(()=>{Te();zn=class i extends Ht{constructor(e){super(e);}getFunctions(){return {...this.encodeFloat32(),...this.decodeFloat32()}}getCustomTypes(){return {}}encodeFloat32(){return {encode:new k(`highp vec4 encode(highp float f) {
return vec4(f, 0.0, 0.0, 0.0);
}
`)}}decodeFloat32(){return {decode:new k(`highp float decode(highp vec4 rgba) {
return rgba.r;
}
`)}}encodeUint8(){let e=i.isLittleEndian()?"rgba.rgba=rgba.abgr;":"";return {encode:new k(`
highp vec4 encode(highp float f) {
highp float F = abs(f);
highp float Sign = step(0.0,-f);
highp float Exponent = floor(log2(F));
highp float Mantissa = (exp2(- Exponent) * F);
Exponent = floor(log2(F) + 127.0) + floor(log2(Mantissa));
highp vec4 rgba;
rgba[0] = 128.0 * Sign + floor(Exponent*exp2(-1.0));
rgba[1] = 128.0 * mod(Exponent,2.0) + mod(floor(Mantissa*128.0),128.0);
rgba[2] = floor(mod(floor(Mantissa*exp2(23.0 -8.0)),exp2(8.0)));
rgba[3] = floor(exp2(23.0)*mod(Mantissa,exp2(-15.0)));
${e}
rgba = rgba / 255.0; // values need to be normalized to [0,1]
return rgba;
}
`)}}decodeUint8(){let e=i.isLittleEndian()?"rgba.rgba=rgba.abgr;":"";return {decode:new k(`
highp float decode(highp vec4 rgba) {
rgba = rgba * 255.0; // values need to be de-normalized from [0,1] to [0,255]
${e}
highp float Sign = 1.0 - step(128.0,rgba[0])*2.0;
highp float Exponent = 2.0 * mod(rgba[0],128.0) + step(128.0,rgba[1]) - 127.0;
highp float Mantissa = mod(rgba[1],128.0)*65536.0 + rgba[2]*256.0 +rgba[3] + float(0x800000);
highp float Result = Sign * exp2(Exponent) * (Mantissa * exp2(-23.0 ));
return Result;
}
`)}}static isLittleEndian(){let e=new ArrayBuffer(4),o=new Uint32Array(e),t=new Uint8Array(e);if(o[0]=3735928559,t[0]===239)return true;if(t[0]===222)return false;throw new Error("unknown endianness")}};});var Wn,dp=O(()=>{Te();ut();Wn=class extends Ht{constructor(e){super(e);}getFunctions(){return {...this.setFragColor(),...this.getColorAsFloat()}}getCustomTypes(){return {}}setFragColor(){let e=G(this.context.glContext.version);return {setFragColor:new k(`
void setFragColor(float value) {
${e.output} = encode(value);
}
`,["encoding.encode"])}}getColorAsFloat(){return {getColorAsFloat:new k(`
float getColorAsFloat(vec4 color) {
return decode(color);
}
`,["encoding.decode"])}}};});var Hn,hp=O(()=>{Te();Hn=class i extends Ht{constructor(e){super(e);}getFunctions(){return {...this.bcastIndex(),...this.bcastMatmulIndex(),...this.offsetToIndices(),...this.indicesToOffset(),...this.incrementIndices()}}getCustomTypes(){return {}}bcastIndex(){let e=this.context.outputTextureLayout.shape.length,o={};return this.context.programInfo.inputNames.forEach((t,r)=>{let n=this.context.inputTextureLayouts[r].unpackedShape;if(n.length<=e){let s=n.length,a=e-s,u=`bcastIndices_${t}`,l="";for(let p=0;p<s;++p)l+=`
realIndices[${p}] = int( mod(float(bcastedIndices[${a+p}]), ${n[p]}.0) );
`;let f=`
void ${u} (int bcastedIndices[${e}], out int realIndices[${s}]) {
${l}
}
`;o[u]=new k(f);}}),o}bcastMatmulIndex(){let e=this.context.outputTextureLayout.shape.length,o={};return this.context.programInfo.inputNames.forEach((t,r)=>{let n=this.context.inputTextureLayouts[r].shape;if(!(n.length<2||n.length>e)){let s=n.length,a=e-s,u=`bcastMatmulIndices_${t}`,l="";for(let p=0;p<s-2;++p)l+=`
realIndices[${p}] = int( mod(float(bcastedIndices[${a+p}]), ${n[p]}.0) );
`;let f=`
void ${u}(int bcastedIndices[${e}], out int realIndices[${s}]) {
${l}
realIndices[${s-1}] = bcastedIndices[${e-1}];
realIndices[${s-2}] = bcastedIndices[${e-2}];
}
`;o[u]=new k(f);}}),o}indicesToOffset(){let e={};return this.context.programInfo.inputNames.forEach((o,t)=>{let r=this.context.inputTextureLayouts[t].shape,n=this.context.inputTextureLayouts[t].strides,s=r.length,a=`indicesToOffset_${o}`;e[a]=new k(i.indexToOffsetSingle(a,s,n)),a=`indicesToOffset_${o}_T`,e[a]=new k(i.indexToOffsetSingle(a,s,n.slice().reverse()));}),e}static indexToOffsetSingle(e,o,t){let r="";for(let n=o-1;n>=0;--n)r+=`
offset += indices[${n}] * ${t[n]};
`;return `
int ${e}(int indices[${o}]) {
int offset = 0;
${r}
return offset;
}
`}offsetToIndices(){let e={};return this.context.programInfo.inputNames.forEach((o,t)=>{let r=this.context.inputTextureLayouts[t].shape,n=this.context.inputTextureLayouts[t].strides,s=r.length,a=`offsetToIndices_${o}`;e[a]=new k(i.offsetToIndicesSingle(a,s,n)),a=`offsetToIndices_${o}_T`,e[a]=new k(i.offsetToIndicesSingle(a,s,n.slice().reverse()));}),e}static offsetToIndicesSingle(e,o,t){let r=[];for(let n=0;n<o-1;++n)r.push(`
indices[${n}] = offset / ${t[n]};`),r.push(`
offset -= indices[${n}] * ${t[n]};`);return r.push(`
indices[${o-1}] = offset;`),`
void ${e}(int offset, out int indices[${o}]) {
${r.join("")}
}
`}incrementIndices(){let e={};return this.context.programInfo.inputNames.forEach((o,t)=>{let r=this.context.inputTextureLayouts[t].shape,n=r.length,s=`incrementIndices_${o}`,a="";for(let l=0;l<n;++l)a+=`
shape[${l}] = ${r[l]};`;let u=`
void ${s}(int axis, out int indices[${n}]) {
int shape[${n}];
${a};
for(int i = ${n} -1 ; i >= 0; --i) {
if(i > axis) continue;
indices[i] += 1;
if(indices[i] < shape[i]) {
break;
}
indices[i] = 0;
}
}
`;e[s]=new k(u);}),e}};});var qn,mp=O(()=>{Te();qn=class extends Ht{constructor(e){super(e);}getCustomTypes(){return {}}getFunctions(){return {...this.binaryVecFunctions(),...this.copyVec(),...this.setVecItem(),...this.getVecItem()}}binaryVecFunctions(){let o=this.context.outputTextureLayout.shape.length,t={add:"+=",sub:"-=",mul:"*=",div:"/="},r={};for(let n in t){let s=`${n}Vec`,a="";for(let l=0;l<o;++l)a+=`
dest[${l}] ${t[n]} src[${l}];
`;let u=`
void ${s}(int src[${o}], out int dest[${o}]) {
${a}
}
`;r[s]=new k(u);}return r}copyVec(){let o=this.context.outputTextureLayout.shape.length,t="";for(let n=0;n<o;++n)t+=`
dest[${n}] = src[${n}];
`;let r=`
void copyVec(int src[${o}], out int dest[${o}]) {
${t}
}
`;return {copyVec:new k(r)}}setVecItem(){let o=this.context.outputTextureLayout.shape.length,t=`
if(index < 0)
index =${o} + index;
if (index == 0)
m[0] = value;
`;for(let n=1;n<o-1;++n)t+=`
else if (index == ${n})
m[${n}] = value;
`;t+=`
else
m[${o-1}] = value;
`;let r=`
void setVecItem(out int m[${o}], int index, int value) {
${t}
}
`;return {setVecItem:new k(r)}}getVecItem(){let o=this.context.outputTextureLayout.shape.length,t=`
if(index < 0)
index = ${o} + index;
if (index == 0)
return m[0];
`;for(let n=1;n<o-1;++n)t+=`
else if (index == ${n})
return m[${n}];
`;t+=`
else
return m[${o-1}];
`;let r=`
int getVecItem(int m[${o}], int index) {
${t}
}
`;return {getVecItem:new k(r)}}};});var Ri,bp=O(()=>{cp();pp();dp();hp();mp();Ri={encoding:zn,fragcolor:Wn,vec:qn,shapeUtils:Hn,coordinates:Vn};});var jn,gp=O(()=>{Te();lp();bp();ut();jn=class{constructor(e,o,t,r){this.libs={};this.glslLibRoutineDependencyGraph={};this.context=new Ln(e,o,t,r),Object.keys(Ri).forEach(s=>{let a=new Ri[s](this.context);this.libs[s]=a;});let n=this.glslLibRoutineDependencyGraph;for(let s in this.libs){let u=this.libs[s].getFunctions();for(let l in u){let f=s+"."+l,p;n[f]?(p=n[f],p.routineBody=u[l].routineBody):(p=new Nr(f,u[l].routineBody),n[f]=p);let d=u[l].dependencies;if(d)for(let y=0;y<d.length;++y)if(n[d[y]])p.addDependency(n[d[y]]);else {let T=new Nr(d[y]);n[d[y]]=T,p.addDependency(T);}}}}preprocess(){let e=this.context.programInfo,o=e.shaderSource;return this.context.programInfo.hasMain||(o=`${o}
${Ju(this.context.glContext.version,this.context.outputTextureLayout.shape.length)}`),o=up(o),`${Ku(this.context.glContext.version)}
${this.getUniforms(e.inputNames,e.variables)}
${this.getImports(o)}
${o}`}getImports(e){let o=this.selectGlslLibRoutinesToBeIncluded(e);if(o.length===0)return "";let t="";for(let r=0;r<o.length;++r)if(o[r].routineBody)t+=o[r].routineBody+`
`;else throw new Error(`Missing body for the Glsl Library routine: ${o[r].name}`);return t}selectGlslLibRoutinesToBeIncluded(e){let o=[];return Object.keys(this.glslLibRoutineDependencyGraph).forEach(t=>{let r=t.split(".")[1];e.indexOf(r)!==-1&&o.push(this.glslLibRoutineDependencyGraph[t]);}),$n.returnOrderedNodes(o)}getUniforms(e,o){let t=[];if(e)for(let r of e)t.push(`uniform sampler2D ${r};`);if(o)for(let r of o)t.push(`uniform ${r.type} ${r.name}${r.arrayLength?`[${r.arrayLength}]`:""};`);return t.join(`
`)}};});var Xn,yp=O(()=>{Yt();Ut();gp();ut();Xn=class{constructor(e,o,t){this.profiler=e;this.glContext=o;this.textureLayoutStrategy=t;this.repo=new Map,this.attributesBound=false;}getArtifact(e){return this.repo.get(e)}setArtifact(e,o){this.repo.set(e,o);}run(e,o,t){this.profiler.event("op",`ProgramManager.run ${e.programInfo.name??"unknown kernel"}`,()=>{let r=this.glContext.gl,n=e.program;r.useProgram(n);try{this.bindOutput(t),this.attributesBound||this.bindAttributes(e.attribLocations),this.bindUniforms(e.uniformLocations,e.programInfo.variables??[],o);}catch(s){throw tt.error("ProgramManager",e.programInfo.shaderSource),s}this.profiler.event("backend","GlContext.draw()",()=>{this.glContext.draw();});},this.glContext);}dispose(){this.vertexShader&&this.glContext.deleteShader(this.vertexShader),this.repo.forEach(e=>this.glContext.deleteProgram(e.program));}build(e,o,t){return this.profiler.event("backend","ProgramManager.build",()=>{let r=new jn(this.glContext,e,o,t),n=r.preprocess(),s=this.compile(n);return {programInfo:e,program:s,uniformLocations:this.getUniformLocations(s,r.context.programInfo.inputNames,r.context.programInfo.variables),attribLocations:this.getAttribLocations(s)}})}compile(e){if(!this.vertexShader){tt.verbose("ProrgramManager","Compiling and caching Vertex shader for the first time");let r=Xu(this.glContext.version);this.vertexShader=this.glContext.compileShader(r,this.glContext.gl.VERTEX_SHADER);}z.debug&&tt.verbose("ProrgramManager",`FragShader:
${e}
`);let o=this.glContext.compileShader(e,this.glContext.gl.FRAGMENT_SHADER),t=this.glContext.createProgram(this.vertexShader,o);return this.glContext.deleteShader(o),t}bindOutput(e){let o=e.width,t=e.height;tt.verbose("ProrgramManager",`Binding output texture to Framebuffer: w/h=${o}/${t}, shape=${e.shape}, type=${e.tensor.type}`),this.glContext.attachFramebuffer(e.texture,o,t);}bindAttributes(e){let o=e.position,t=e.textureCoord;this.glContext.setVertexAttributes(o,t),this.attributesBound=true;}bindUniforms(e,o,t){let r=this.glContext.gl,n=0;for(let{name:s,type:a,location:u,arrayLength:l}of e){let f=o.find(p=>p.name===s)?.data;if(a!=="sampler2D"&&!f)throw new Error(`variable '${s}' does not have data defined in program info`);switch(a){case "sampler2D":this.bindTexture(t[n],u,n),n++;break;case "float":l?r.uniform1fv(u,f):r.uniform1f(u,f);break;case "int":l?r.uniform1iv(u,f):r.uniform1i(u,f);break;default:throw new Error(`Uniform not implemented: ${a}`)}}}bindTexture(e,o,t){this.glContext.bindTextureToUniform(e.texture,t,o);}getAttribLocations(e){return {position:this.getAttribLocation(e,"position"),textureCoord:this.getAttribLocation(e,"textureCoord")}}getUniformLocations(e,o,t){let r=[];if(o)for(let n of o)r.push({name:n,type:"sampler2D",location:this.getUniformLocation(e,n)});if(t)for(let n of t)r.push({...n,location:this.getUniformLocation(e,n.name)});return r}getUniformLocation(e,o){let r=this.glContext.gl.getUniformLocation(e,o);if(r===null)throw new Error(`Uniform ${o} not found.`);return r}getAttribLocation(e,o){return this.glContext.gl.getAttribLocation(e,o)}};});var Kn,xp=O(()=>{Ut();Fr();Kn=class{constructor(e,o,t,r){this.glContext=e;this.layoutStrategy=o;this.profiler=t;this.config=r;this.pendingRead=new Map;r.reuseTextures&&(this.inUseTextures=new Map,this.idleTextures=new Map,this.textureLookup=new Map);}createTextureFromLayout(e,o,t,r){let n=this.toEncoderType(e),s=this.glContext.getEncoder(n,o.channels||1,r);if(o.isPacked&&r===1)throw new Error("not implemented");let a=o.width,u=o.height,l,f;if(this.config.reuseTextures){l=`${a}x${u}_${s.format}_${s.internalFormat}_${s.textureType}`,f=this.inUseTextures.get(l),f||(f=[],this.inUseTextures.set(l,f));let d=this.idleTextures.get(l);if(d&&d.length>0){let y=d.pop();return f.push(y),r===1&&this.glContext.updateTexture(y,a,u,s,this.toTextureData(e,t)),y}}tt.verbose("TextureManager",`Creating new texture of size ${o.width}x${o.height}`);let p=this.glContext.allocateTexture(a,u,s,this.toTextureData(e,t));return this.config.reuseTextures&&(f.push(p),this.textureLookup.set(p,l)),p}readTexture(e,o,t){return t||(t=1),this.profiler.event("backend","TextureManager.readTexture",()=>{let r=e.shape.reduce((s,a)=>s*a)*t,n=this.glContext.readTexture(e.texture,e.width,e.height,r,this.toEncoderType(o),t);return this.toTensorData(o,n)})}async readTextureAsync(e,o,t){let r=e.tensor.dataId;if(t||(t=1),this.pendingRead.has(r)){let n=this.pendingRead.get(r);return new Promise(s=>n?.push(s))}return this.profiler.event("backend","TextureManager.readTextureAsync",async()=>{this.pendingRead.set(r,[]);let n=e.shape.reduce((l,f)=>l*f)*t;await this.glContext.createAndWaitForFence();let s=this.glContext.readTexture(e.texture,e.width,e.height,n,this.toEncoderType(o),t),a=this.toTensorData(o,s),u=this.pendingRead.get(r);return this.pendingRead.delete(r),u?.forEach(l=>l(a)),a})}readUint8TextureAsFloat(e){return this.profiler.event("backend","TextureManager.readUint8TextureAsFloat",()=>{let o=e.shape.reduce((r,n)=>r*n),t=this.glContext.readTexture(e.texture,e.width,e.height,o*4,"byte",4);return new Float32Array(t.buffer,t.byteOffset,o)})}releaseTexture(e,o){let t;if(this.config.reuseTextures&&(t=this.textureLookup.get(e.texture),t)){o&&this.textureLookup.delete(t);let r=this.inUseTextures.get(t);if(r){let n=r.indexOf(e.texture);if(n!==-1){r.splice(n,1);let s=this.idleTextures.get(t);s||(s=[],this.idleTextures.set(t,s)),s.push(e.texture);}}}(!t||o)&&(tt.verbose("TextureManager",`Deleting texture of size ${e.width}x${e.height}`),this.glContext.deleteTexture(e.texture));}toTensorData(e,o){switch(e){case "int16":return o instanceof Int16Array?o:Int16Array.from(o);case "int32":return o instanceof Int32Array?o:Int32Array.from(o);case "int8":return o instanceof Int8Array?o:Int8Array.from(o);case "uint16":return o instanceof Uint16Array?o:Uint16Array.from(o);case "uint32":return o instanceof Uint32Array?o:Uint32Array.from(o);case "uint8":case "bool":return o instanceof Uint8Array?o:Uint8Array.from(o);case "float32":return o instanceof Float32Array?o:Float32Array.from(o);case "float64":return o instanceof Float64Array?o:Float64Array.from(o);default:throw new Error(`TensorData type ${e} is not supported`)}}toTextureData(e,o){if(o)return o instanceof Float32Array?o:new Float32Array(o)}toEncoderType(e){return "float"}clearActiveTextures(){this.glContext.clearActiveTextures();}};});var Jn,Tp=O(()=>{Ut();Bs();cl();ap();yp();Ni();xp();Jn=class{constructor(e,o){this.backend=e;this.context=o;this.layoutStrategy=new Un(e.glContext.maxTextureSize),this.programManager=new Xn(this.context.profiler,e.glContext,this.layoutStrategy),this.textureManager=new Kn(e.glContext,this.layoutStrategy,this.context.profiler,{reuseTextures:e.textureCacheMode==="full"}),this.packedTextureDataCache=new Map,this.unpackedTextureDataCache=new Map,this.pack=e.pack,this.pack2unpackMap=new Map,this.unpack2packMap=new Map;}createInferenceHandler(){return new Dn(this)}onGraphInitialized(e){let o=e.getValues().filter(t=>t.from===-1&&t.tensor).map(t=>t.tensor.dataId);this.initializers=new Set(o);}isInitializer(e){return this.initializers?this.initializers.has(e):false}addInitializer(e){this.initializers.add(e);}getTextureData(e,o){return o?this.packedTextureDataCache.get(e):this.unpackedTextureDataCache.get(e)}setTextureData(e,o,t=false){tt.verbose("WebGLSessionHandler","Storing Texture data in cache"),t?this.packedTextureDataCache.set(e,o):this.unpackedTextureDataCache.set(e,o);}dispose(){this.programManager.dispose(),this.textureManager.clearActiveTextures(),this.packedTextureDataCache.forEach(e=>this.textureManager.releaseTexture(e,true)),this.packedTextureDataCache=new Map,this.unpackedTextureDataCache.forEach(e=>this.textureManager.releaseTexture(e,true)),this.unpackedTextureDataCache=new Map;}resolve(e,o,t){let r=ks(e,o,ip);return {impl:r.opImpl,context:r.opInit?r.opInit(e,t):e}}};});function bg(i){let e=0;for(;e<i.length&&i[e]();++e);return e-1}var Mr,wp=O(()=>{Yt();Fr();Fr();pe();Mr=class{constructor(e,o){this.frameBufferBound=false;this.itemsToPoll=[];this.gl=e,this.version=o,this.getExtensions(),this.vertexbuffer=this.createVertexbuffer(),this.framebuffer=this.createFramebuffer(),this.queryVitalParameters();}allocateTexture(e,o,t,r){let n=this.gl,s=n.createTexture();n.bindTexture(n.TEXTURE_2D,s),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,n.NEAREST),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,n.NEAREST),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,n.CLAMP_TO_EDGE);let a=r?t.encode(r,e*o):null;return n.texImage2D(n.TEXTURE_2D,0,t.internalFormat,e,o,0,t.format,t.textureType,a),this.checkError(),s}updateTexture(e,o,t,r,n){let s=this.gl;s.bindTexture(s.TEXTURE_2D,e);let a=r.encode(n,o*t);s.texSubImage2D(s.TEXTURE_2D,0,0,0,o,t,r.format,r.textureType,a),this.checkError();}attachFramebuffer(e,o,t){let r=this.gl;r.bindTexture(r.TEXTURE_2D,e),r.bindFramebuffer(r.FRAMEBUFFER,this.framebuffer),r.framebufferTexture2D(r.FRAMEBUFFER,r.COLOR_ATTACHMENT0,r.TEXTURE_2D,e,0),this.checkError(),r.viewport(0,0,o,t),r.scissor(0,0,o,t);}readTexture(e,o,t,r,n,s){let a=this.gl;s||(s=1),this.frameBufferBound||this.attachFramebuffer(e,o,t);let u=this.getEncoder(n,s),l=u.allocate(o*t);return a.bindTexture(a.TEXTURE_2D,e),a.framebufferTexture2D(a.FRAMEBUFFER,a.COLOR_ATTACHMENT0,a.TEXTURE_2D,e,0),a.readPixels(0,0,o,t,a.RGBA,u.textureType,l),this.checkError(),u.decode(l,r)}isFramebufferReady(){return true}getActiveTexture(){let e=this.gl;return `TEXTURE${e.getParameter(this.gl.ACTIVE_TEXTURE)-e.TEXTURE0}`}getTextureBinding(){return this.gl.getParameter(this.gl.TEXTURE_BINDING_2D)}getFramebufferBinding(){return this.gl.getParameter(this.gl.FRAMEBUFFER_BINDING)}setVertexAttributes(e,o){let t=this.gl;t.vertexAttribPointer(e,3,t.FLOAT,false,20,0),t.enableVertexAttribArray(e),o!==-1&&(t.vertexAttribPointer(o,2,t.FLOAT,false,20,12),t.enableVertexAttribArray(o)),this.checkError();}createProgram(e,o){let t=this.gl,r=t.createProgram();return t.attachShader(r,e),t.attachShader(r,o),t.linkProgram(r),r}compileShader(e,o){let t=this.gl,r=t.createShader(o);if(!r)throw new Error(`createShader() returned null with type ${o}`);if(t.shaderSource(r,e),t.compileShader(r),t.getShaderParameter(r,t.COMPILE_STATUS)===false)throw new Error(`Failed to compile shader: ${t.getShaderInfoLog(r)}
Shader source:
${e}`);return r}deleteShader(e){this.gl.deleteShader(e);}bindTextureToUniform(e,o,t){let r=this.gl;r.activeTexture(r.TEXTURE0+o),this.checkError(),r.bindTexture(r.TEXTURE_2D,e),this.checkError(),r.uniform1i(t,o),this.checkError();}draw(){this.gl.drawArrays(this.gl.TRIANGLE_STRIP,0,4),this.checkError();}checkError(){if(z.debug){let e=this.gl,o=e.getError(),t="";switch(o){case e.NO_ERROR:return;case e.INVALID_ENUM:t="INVALID_ENUM";break;case e.INVALID_VALUE:t="INVALID_VALUE";break;case e.INVALID_OPERATION:t="INVALID_OPERATION";break;case e.INVALID_FRAMEBUFFER_OPERATION:t="INVALID_FRAMEBUFFER_OPERATION";break;case e.OUT_OF_MEMORY:t="OUT_OF_MEMORY";break;case e.CONTEXT_LOST_WEBGL:t="CONTEXT_LOST_WEBGL";break;default:t=`Unknown WebGL Error: ${o.toString(16)}`;}throw new Error(t)}}deleteTexture(e){this.gl.deleteTexture(e);}deleteProgram(e){this.gl.deleteProgram(e);}getEncoder(e,o,t=0){if(this.version===2)return new Pn(this.gl,o);switch(e){case "float":return t===1||this.isRenderFloat32Supported?new Br(this.gl,o):new Br(this.gl,o,this.textureHalfFloatExtension.HALF_FLOAT_OES);case "int":throw new Error("not implemented");case "byte":return new En(this.gl,o);default:throw new Error(`Invalid dataType: ${e}`)}}clearActiveTextures(){let e=this.gl;for(let o=0;o<this.maxTextureImageUnits;++o)e.activeTexture(e.TEXTURE0+o),e.bindTexture(e.TEXTURE_2D,null);}dispose(){if(this.disposed)return;let e=this.gl;e.bindFramebuffer(e.FRAMEBUFFER,null),e.deleteFramebuffer(this.framebuffer),e.bindBuffer(e.ARRAY_BUFFER,null),e.deleteBuffer(this.vertexbuffer),e.bindBuffer(e.ELEMENT_ARRAY_BUFFER,null),e.finish(),this.disposed=true;}createDefaultGeometry(){return new Float32Array([-1,1,0,0,1,-1,-1,0,0,0,1,1,0,1,1,1,-1,0,1,0])}createVertexbuffer(){let e=this.gl,o=e.createBuffer();if(!o)throw new Error("createBuffer() returned null");let t=this.createDefaultGeometry();return e.bindBuffer(e.ARRAY_BUFFER,o),e.bufferData(e.ARRAY_BUFFER,t,e.STATIC_DRAW),this.checkError(),o}createFramebuffer(){let e=this.gl.createFramebuffer();if(!e)throw new Error("createFramebuffer returned null");return e}queryVitalParameters(){let e=this.gl;if(this.isFloatTextureAttachableToFrameBuffer=this.checkFloatTextureAttachableToFrameBuffer(),this.isRenderFloat32Supported=this.checkRenderFloat32(),this.isFloat32DownloadSupported=this.checkFloat32Download(),this.version===1&&!this.textureHalfFloatExtension&&!this.isRenderFloat32Supported)throw new Error("both float32 and float16 TextureType are not supported");this.isBlendSupported=!this.isRenderFloat32Supported||this.checkFloat32Blend(),this.maxTextureSize=e.getParameter(e.MAX_TEXTURE_SIZE),this.maxTextureImageUnits=e.getParameter(e.MAX_TEXTURE_IMAGE_UNITS),this.version;}getExtensions(){this.version===2?(this.colorBufferFloatExtension=this.gl.getExtension("EXT_color_buffer_float"),this.disjointTimerQueryWebgl2Extension=this.gl.getExtension("EXT_disjoint_timer_query_webgl2")):(this.textureFloatExtension=this.gl.getExtension("OES_texture_float"),this.textureHalfFloatExtension=this.gl.getExtension("OES_texture_half_float"));}checkFloatTextureAttachableToFrameBuffer(){let e=this.gl,o=e.createTexture();e.bindTexture(e.TEXTURE_2D,o);let t=this.version===2?e.RGBA32F:e.RGBA;e.texImage2D(e.TEXTURE_2D,0,t,1,1,0,e.RGBA,e.FLOAT,null);let r=e.createFramebuffer();e.bindFramebuffer(e.FRAMEBUFFER,r),e.framebufferTexture2D(e.FRAMEBUFFER,e.COLOR_ATTACHMENT0,e.TEXTURE_2D,o,0);let n=e.checkFramebufferStatus(e.FRAMEBUFFER)===e.FRAMEBUFFER_COMPLETE;return e.bindTexture(e.TEXTURE_2D,null),e.bindFramebuffer(e.FRAMEBUFFER,null),e.deleteTexture(o),e.deleteFramebuffer(r),n}checkRenderFloat32(){if(this.version===2){if(!this.colorBufferFloatExtension)return false}else if(!this.textureFloatExtension)return false;return this.isFloatTextureAttachableToFrameBuffer}checkFloat32Download(){if(this.version===2){if(!this.colorBufferFloatExtension)return false}else if(!this.textureFloatExtension||!this.gl.getExtension("WEBGL_color_buffer_float"))return false;return this.isFloatTextureAttachableToFrameBuffer}checkFloat32Blend(){let e=this.gl,o,t,r,n,s;try{o=e.createTexture(),t=e.createFramebuffer(),e.bindTexture(e.TEXTURE_2D,o);let a=this.version===2?e.RGBA32F:e.RGBA;return e.texImage2D(e.TEXTURE_2D,0,a,1,1,0,e.RGBA,e.FLOAT,null),e.bindFramebuffer(e.FRAMEBUFFER,t),e.framebufferTexture2D(e.FRAMEBUFFER,e.COLOR_ATTACHMENT0,e.TEXTURE_2D,o,0),e.enable(e.BLEND),r=e.createShader(e.VERTEX_SHADER),!r||(e.shaderSource(r,"void main(){}"),e.compileShader(r),n=e.createShader(e.FRAGMENT_SHADER),!n)||(e.shaderSource(n,"precision highp float;void main(){gl_FragColor=vec4(0.5);}"),e.compileShader(n),s=e.createProgram(),!s)?!1:(e.attachShader(s,r),e.attachShader(s,n),e.linkProgram(s),e.useProgram(s),e.drawArrays(e.POINTS,0,1),e.getError()===e.NO_ERROR)}finally{e.disable(e.BLEND),s&&e.deleteProgram(s),r&&e.deleteShader(r),n&&e.deleteShader(n),t&&(e.bindFramebuffer(e.FRAMEBUFFER,null),e.deleteFramebuffer(t)),o&&(e.bindTexture(e.TEXTURE_2D,null),e.deleteTexture(o));}}beginTimer(){if(this.version===2&&this.disjointTimerQueryWebgl2Extension){let e=this.gl,o=this.disjointTimerQueryWebgl2Extension,t=e.createQuery();return e.beginQuery(o.TIME_ELAPSED_EXT,t),t}else throw new Error("WebGL1 profiling currently not supported.")}endTimer(){if(this.version===2&&this.disjointTimerQueryWebgl2Extension){let e=this.gl,o=this.disjointTimerQueryWebgl2Extension;e.endQuery(o.TIME_ELAPSED_EXT);return}else throw new Error("WebGL1 profiling currently not supported")}isTimerResultAvailable(e){let o=false,t=false;if(this.version===2&&this.disjointTimerQueryWebgl2Extension){let r=this.gl,n=this.disjointTimerQueryWebgl2Extension;o=r.getQueryParameter(e,r.QUERY_RESULT_AVAILABLE),t=r.getParameter(n.GPU_DISJOINT_EXT);}else throw new Error("WebGL1 profiling currently not supported");return o&&!t}getTimerResult(e){let o=0;if(this.version===2){let t=this.gl;o=t.getQueryParameter(e,t.QUERY_RESULT),t.deleteQuery(e);}else throw new Error("WebGL1 profiling currently not supported");return o/1e6}async waitForQueryAndGetTime(e){return await li(()=>this.isTimerResultAvailable(e)),this.getTimerResult(e)}async createAndWaitForFence(){let e=this.createFence(this.gl);return this.pollFence(e)}createFence(e){let o,t=e,r=t.fenceSync(t.SYNC_GPU_COMMANDS_COMPLETE,0);return e.flush(),r===null?o=()=>true:o=()=>{let n=t.clientWaitSync(r,0,0);return n===t.ALREADY_SIGNALED||n===t.CONDITION_SATISFIED},{query:r,isFencePassed:o}}async pollFence(e){return new Promise(o=>{this.addItemToPoll(()=>e.isFencePassed(),()=>o());})}pollItems(){let e=bg(this.itemsToPoll.map(o=>o.isDoneFn));for(let o=0;o<=e;++o){let{resolveFn:t}=this.itemsToPoll[o];t();}this.itemsToPoll=this.itemsToPoll.slice(e+1);}async addItemToPoll(e,o){this.itemsToPoll.push({isDoneFn:e,resolveFn:o}),!(this.itemsToPoll.length>1)&&await li(()=>(this.pollItems(),this.itemsToPoll.length===0));}};});function Gi(i){let e;if((!i||i==="webgl2")&&"webgl2"in mr?e=mr.webgl2:(!i||i==="webgl")&&"webgl"in mr&&(e=mr.webgl),!e)try{let t=yg();e=vp(t,i);}catch{let r=gg();e=vp(r,i);}i=i||e.version===1?"webgl":"webgl2";let o=e.gl;return mr[i]=e,o.isContextLost()?(delete mr[i],Gi(i)):(o.disable(o.DEPTH_TEST),o.disable(o.STENCIL_TEST),o.disable(o.BLEND),o.disable(o.DITHER),o.disable(o.POLYGON_OFFSET_FILL),o.disable(o.SAMPLE_COVERAGE),o.enable(o.SCISSOR_TEST),o.enable(o.CULL_FACE),o.cullFace(o.BACK),e)}function vp(i,e){let o={alpha:false,depth:false,antialias:false,stencil:false,preserveDrawingBuffer:false,premultipliedAlpha:false,failIfMajorPerformanceCaveat:false},t,r=o;if((!e||e==="webgl2")&&(t=i.getContext("webgl2",r),t))try{return new Mr(t,2)}catch(n){tt.warning("GlContextFactory",`failed to create WebGLContext using contextId 'webgl2'. Error: ${n}`);}if((!e||e==="webgl")&&(t=i.getContext("webgl",r)||i.getContext("experimental-webgl",r),t))try{return new Mr(t,1)}catch(n){tt.warning("GlContextFactory",`failed to create WebGLContext using contextId 'webgl' or 'experimental-webgl'. Error: ${n}`);}throw new Error("WebGL is not supported")}function gg(){if(typeof document>"u")throw new TypeError("failed to create canvas: document is not supported");let i=document.createElement("canvas");return i.width=1,i.height=1,i}function yg(){if(typeof OffscreenCanvas>"u")throw new TypeError("failed to create offscreen canvas: OffscreenCanvas is not supported");return new OffscreenCanvas(1,1)}var mr,Ip=O(()=>{Ut();wp();mr={};});var Yn,_p=O(()=>{Yt();Ut();Tp();Ip();Yn=class{get contextId(){return z.webgl.contextId}set contextId(e){z.webgl.contextId=e;}get matmulMaxBatchSize(){return z.webgl.matmulMaxBatchSize}set matmulMaxBatchSize(e){z.webgl.matmulMaxBatchSize=e;}get textureCacheMode(){return z.webgl.textureCacheMode}set textureCacheMode(e){z.webgl.textureCacheMode=e;}get pack(){return z.webgl.pack}set pack(e){z.webgl.pack=e;}get async(){return z.webgl.async}set async(e){z.webgl.async=e;}initialize(){try{return this.glContext=Gi(this.contextId),typeof this.matmulMaxBatchSize!="number"&&(this.matmulMaxBatchSize=16),typeof this.textureCacheMode!="string"&&(this.textureCacheMode="full"),typeof this.pack!="boolean"&&(this.pack=!1),typeof this.async!="boolean"&&(this.async=!1),tt.setWithEnv(z),z.webgl.context||Object.defineProperty(z.webgl,"context",{value:this.glContext.gl}),tt.verbose("WebGLBackend",`Created WebGLContext: ${typeof this.glContext} with matmulMaxBatchSize: ${this.matmulMaxBatchSize}; textureCacheMode: ${this.textureCacheMode}; pack: ${this.pack}; async: ${this.async}.`),!0}catch(e){return tt.warning("WebGLBackend",`Unable to initialize WebGLBackend. ${e}`),false}}createSessionHandler(e){return new Jn(this,e)}dispose(){this.glContext.dispose();}};});async function Mi(i){if(i){let e=typeof i=="string"?[i]:i;for(let o of e){let t=Op.get(o);if(t)return t;let r=await Tg(o);if(r)return r}}else return Mi(["webgl"]);throw new Error("no available backend to use")}async function Tg(i){let e=xg;if(typeof e[i]<"u"&&wg(e[i])){let o=e[i],t=o.initialize();if(typeof t=="object"&&"then"in t&&(t=await t),t)return Op.set(i,o),o}}function wg(i){let e=i;return "initialize"in e&&typeof e.initialize=="function"&&"createSessionHandler"in e&&typeof e.createSessionHandler=="function"&&"dispose"in e&&typeof e.dispose=="function"}var Op,xg,Sp=O(()=>{_p();Op=new Map,xg={webgl:new Yn};});var Ui,Zn,Ap=O(()=>{Ut();Ui=class{constructor(e,o){this.op=e;this.node=o;}},Zn=class{constructor(e,o,t){this.graph=e;this.profiler=t;this.initialize(o);}initialize(e){this.profiler.event("session","ExecutionPlan.initialize",()=>{let o=this.graph.getNodes();if(o.length!==e.length)throw new Error("The size of nodes and OPs do not match.");this._ops=e.map((t,r)=>new Ui(t,o[r])),this.reset(),this._starter=[],this._ops.forEach((t,r)=>{let n=true;for(let s of t.node.inputs)if(!this._values[s]&&this.graph.getInputIndices().indexOf(s)===-1){n=false;break}n&&this._starter.push(r);});});}reset(){this._values=this.graph.getValues().map(e=>e.tensor);}async execute(e,o){return this.profiler.event("session","ExecutionPlan.execute",async()=>{this.reset();let t=e.createInferenceHandler(),r=this.graph.getInputIndices();if(o.length!==r.length)throw new Error(`number of input tensors don't match the number of inputs to the model: actual: ${o.length} expected: ${r.length}`);o.forEach((f,p)=>{let d=r[p];this._values[d]=f;});let n=this._starter.slice(0),s=this.graph.getValues(),a=this.graph.getNodes(),u=0;for(;u<n.length;){let f=n[u++],p=this._ops[f],d=p.node.inputs.map(S=>this._values[S]);if(d.indexOf(void 0)!==-1)throw new Error(`unresolved input detected: op: ${p.node}`);let y=d;tt.verbose("ExecPlan",`Running op:${p.node.name} (${y.map((S,L)=>`'${p.node.inputs[L]}': ${S.type}[${S.dims.join(",")}]`).join(", ")})`);let T=await this.profiler.event("node",p.node.name,async()=>p.op.impl(t,y,p.op.context));if(T.length!==p.node.outputs.length)throw new Error("the size of output does not match model definition.");T.forEach((S,L)=>{let P=p.node.outputs[L];if(this._values[P])throw new Error(`output [${P}] already has value: op:${p.node.name}`);this._values[P]=S;});let v=new Set;T.forEach((S,L)=>{let P=p.node.outputs[L];for(let A of s[P].to){let M=a[A],V=true;for(let lt of M.inputs)if(!this._values[lt]){V=false;break}V&&v.add(A);}}),n.push(...v);}let l=[];for(let f=0;f<this.graph.getOutputIndices().length;f++){let p=this.graph.getOutputIndices()[f],d=this._values[p];if(d===void 0)throw new Error(`required output [${p}] does not have value`);p===0?await d.getData():d.data,l.push(d);}return tt.verbose("ExecPlan","disposing of inferenceHandler"),t.dispose(),l})}};});var q,Xt,Ur,Pp=O(()=>{Pr();q=rr(sr());We();Y();Xt=F.experimental.fbs,Ur=class i{constructor(e){if(this._attributes=new Map,e!=null){for(let o of e)o instanceof q.onnx.AttributeProto?this._attributes.set(o.name,[i.getValue(o),i.getType(o)]):o instanceof Xt.Attribute&&this._attributes.set(o.name(),[i.getValue(o),i.getType(o)]);if(this._attributes.size<e.length)throw new Error("duplicated attribute names")}}set(e,o,t){this._attributes.set(e,[t,o]);}delete(e){this._attributes.delete(e);}getFloat(e,o){return this.get(e,"float",o)}getInt(e,o){return this.get(e,"int",o)}getString(e,o){return this.get(e,"string",o)}getTensor(e,o){return this.get(e,"tensor",o)}getFloats(e,o){return this.get(e,"floats",o)}getInts(e,o){return this.get(e,"ints",o)}getStrings(e,o){return this.get(e,"strings",o)}getTensors(e,o){return this.get(e,"tensors",o)}get(e,o,t){let r=this._attributes.get(e);if(r===void 0){if(t!==void 0)return t;throw new Error(`required attribute not found: ${e}`)}if(r[1]!==o)throw new Error(`type mismatch: expected ${o} but got ${r[1]}`);return r[0]}static getType(e){let o=e instanceof q.onnx.AttributeProto?e.type:e.type();switch(o){case q.onnx.AttributeProto.AttributeType.FLOAT:return "float";case q.onnx.AttributeProto.AttributeType.INT:return "int";case q.onnx.AttributeProto.AttributeType.STRING:return "string";case q.onnx.AttributeProto.AttributeType.TENSOR:return "tensor";case q.onnx.AttributeProto.AttributeType.FLOATS:return "floats";case q.onnx.AttributeProto.AttributeType.INTS:return "ints";case q.onnx.AttributeProto.AttributeType.STRINGS:return "strings";case q.onnx.AttributeProto.AttributeType.TENSORS:return "tensors";default:throw new Error(`attribute type is not supported yet: ${q.onnx.AttributeProto.AttributeType[o]}`)}}static getValue(e){let o=e instanceof q.onnx.AttributeProto?e.type:e.type();if(o===q.onnx.AttributeProto.AttributeType.GRAPH||o===q.onnx.AttributeProto.AttributeType.GRAPHS)throw new Error("graph attribute is not supported yet");let t=this.getValueNoCheck(e);if(o===q.onnx.AttributeProto.AttributeType.INT&&Rt.isLong(t))return Rt.longToNumber(t);if(o===q.onnx.AttributeProto.AttributeType.INTS){let r=t,n=new Array(r.length);for(let s=0;s<r.length;s++){let a=r[s];n[s]=Rt.longToNumber(a);}return n}if(o===q.onnx.AttributeProto.AttributeType.TENSOR)return e instanceof q.onnx.AttributeProto?bt.fromProto(t):bt.fromOrtTensor(t);if(o===q.onnx.AttributeProto.AttributeType.TENSORS){if(e instanceof q.onnx.AttributeProto)return t.map(n=>bt.fromProto(n));if(e instanceof Xt.Attribute)return t.map(n=>bt.fromOrtTensor(n))}return o===q.onnx.AttributeProto.AttributeType.STRING&&e instanceof q.onnx.AttributeProto?kr(t):o===q.onnx.AttributeProto.AttributeType.STRINGS&&e instanceof q.onnx.AttributeProto?t.map(kr):t}static getValueNoCheck(e){return e instanceof q.onnx.AttributeProto?this.getValueNoCheckFromOnnxFormat(e):this.getValueNoCheckFromOrtFormat(e)}static getValueNoCheckFromOnnxFormat(e){switch(e.type){case q.onnx.AttributeProto.AttributeType.FLOAT:return e.f;case q.onnx.AttributeProto.AttributeType.INT:return e.i;case q.onnx.AttributeProto.AttributeType.STRING:return e.s;case q.onnx.AttributeProto.AttributeType.TENSOR:return e.t;case q.onnx.AttributeProto.AttributeType.GRAPH:return e.g;case q.onnx.AttributeProto.AttributeType.FLOATS:return e.floats;case q.onnx.AttributeProto.AttributeType.INTS:return e.ints;case q.onnx.AttributeProto.AttributeType.STRINGS:return e.strings;case q.onnx.AttributeProto.AttributeType.TENSORS:return e.tensors;case q.onnx.AttributeProto.AttributeType.GRAPHS:return e.graphs;default:throw new Error(`unsupported attribute type: ${q.onnx.AttributeProto.AttributeType[e.type]}`)}}static getValueNoCheckFromOrtFormat(e){switch(e.type()){case Xt.AttributeType.FLOAT:return e.f();case Xt.AttributeType.INT:return e.i();case Xt.AttributeType.STRING:return e.s();case Xt.AttributeType.TENSOR:return e.t();case Xt.AttributeType.GRAPH:return e.g();case Xt.AttributeType.FLOATS:return e.floatsArray();case Xt.AttributeType.INTS:{let o=[];for(let t=0;t<e.intsLength();t++)o.push(e.ints(t));return o}case Xt.AttributeType.STRINGS:{let o=[];for(let t=0;t<e.stringsLength();t++)o.push(e.strings(t));return o}case Xt.AttributeType.TENSORS:{let o=[];for(let t=0;t<e.tensorsLength();t++)o.push(e.tensors(t));return o}default:throw new Error(`unsupported attribute type: ${Xt.AttributeType[e.type()]}`)}}};});var zi,Qn,Wi,me,to,Vi,Ep=O(()=>{Pp();Pr();zi=rr(sr());We();Y();Qn=F.experimental.fbs,Wi={from:(i,e)=>new Vi(i,e)},me=class{constructor(e){this._from=void 0,this._to=[],this.tensor=void 0,this.type=void 0,e&&(this.type=At.tensorValueTypeFromProto(e.type.tensorType));}get from(){return this._from}get to(){return this._to}},to=class{constructor(e,o){e instanceof zi.onnx.NodeProto?(this.name=e.name,this.opType=e.opType,this.attributes=new Ur(e.attribute)):e instanceof Qn.Node&&(this.name=o??e.name(),this.opType=e.opType(),this.attributes=new Ur(At.tensorAttributesFromORTFormat(e))),this.inputs=[],this.outputs=[],this.executeNode=true;}},Vi=class{constructor(e,o){if(!e)throw new TypeError("graph is empty");this.buildGraph(e),this.transformGraph(o),this.checkIsAcyclic();}getInputIndices(){return this._allInputIndices}getInputNames(){return this._allInputNames}getOutputIndices(){return this._allOutputIndices}getOutputNames(){return this._allOutputNames}getValues(){return this._allData}getNodes(){return this._nodes}buildGraph(e){if(e instanceof zi.onnx.GraphProto)this.buildGraphFromOnnxFormat(e);else if(e instanceof Qn.Graph)this.buildGraphFromOrtFormat(e);else throw new TypeError("Graph type is not supported.")}buildGraphFromOnnxFormat(e){let o=new Map;this._allData=[],this._allInputIndices=[],this._allInputNames=[],this._allOutputIndices=[],this._allOutputNames=[],this._nodes=[];let t=new Map;if(!e.input)throw new Error("missing information in graph: input");let r=[];for(let n of e.input){if(o.has(n.name))throw new Error(`duplicated input name: ${n.name}`);let s=this._allData.push(new me(n))-1;o.set(n.name,s),r.push(n.name);}if(!e.initializer)throw new Error("missing information in graph: initializer");for(let n of e.initializer){let s=o.get(n.name);if(s===void 0){let a=new me;a.type={shape:{dims:At.tensorDimsFromProto(n.dims)},tensorType:At.tensorDataTypeFromProto(n.dataType)},s=this._allData.push(a)-1,o.set(n.name,s);}this._allData[s]._from=-1,this._allData[s].tensor=bt.fromProto(n);}for(let n=0;n<this._allData.length;n++)this._allData[n].tensor||(this._allInputIndices.push(n),this._allInputNames.push(r[n]));if(!e.output)throw new Error("missing information in graph: output");for(let n of e.output){if(o.has(n.name))throw new Error(`duplicated output name: ${n.name}`);let s=this._allData.push(new me(n))-1;o.set(n.name,s),this._allOutputIndices.push(s),this._allOutputNames.push(n.name);}if(!e.node)throw new Error("missing information in graph: node");for(let n of e.node){if(!n.name)for(let a=0;;a++){let u=`unnamed_${n.opType}_${a}`;if(!t.has(u)){n.name=u;break}}if(t.has(n.name))throw new Error(`duplicated node name: ${n.name}`);let s=this._nodes.push(new to(n))-1;t.set(n.name,s);}for(let n=0;n<this._nodes.length;n++){let s=this._nodes[n],a=e.node[n];if(!a.output)throw new Error(`missing output for node: ${a.name}`);for(let u of a.output){let l=o.get(u);if(typeof l>"u"&&(l=this._allData.push(new me)-1,o.set(u,l)),s.outputs.push(l),this._allData[l]._from!==void 0)throw new Error(`multiple nodes output to one data value: ${l}`);if(this._allData[l]._from=n,a.opType==="Constant"){if(!a.attribute||a.attribute.length!==1||!a.attribute[0].t)throw new Error("missing attributes or missing tensor value in attributes for this Constant operator");if(!a.output||a.output.length!==1)throw new Error("missing output or incorrect number of outputs for this Constant operator");s.outputs.pop(),s.executeNode=false,this._allData[l]._from=-1,this._allData[l].tensor=bt.fromProto(a.attribute[0].t);}}}for(let n=0;n<this._nodes.length;n++){let s=this._nodes[n],a=e.node[n];if(!a.input)throw new Error(`missing input for node: ${a.name}`);for(let u of a.input){let l=o.get(u);if(typeof l>"u"){if(u===""&&(a.input.length===3||a.input.length===4)&&a.opType==="Resize")continue;throw new Error(`unrecognized input '${u}' for node: ${a.name}`)}s.inputs.push(l),this._allData[l]._to.push(n);}}return true}buildGraphFromOrtFormat(e){let o=new Map;this._allData=[],this._allInputIndices=[],this._allInputNames=[],this._allOutputIndices=[],this._allOutputNames=[],this._nodes=[];let t=new Map,r=[];for(let n=0;n<e.inputsLength();n++){let s=e.inputs(n);if(o.has(s))throw new Error(`duplicated input name: ${s}`);for(let a=0;a<e.nodeArgsLength();a++)if(e.nodeArgs(a)?.name()===s){let u=new me;if(e.nodeArgs(a)?.type()?.valueType()!==Qn.TypeInfoValue.tensor_type)throw new Error("Unexpected value type for the nodeArg.");let f=e.nodeArgs(a).type().value(new Qn.TensorTypeAndShape),p=At.tensorDataTypeFromProto(f.elemType()),d=f.shape(),y=[];for(let v=0;v<d.dimLength();v++)y.push(Rt.longToNumber(d.dim(v).value().dimValue()));u.type={shape:{dims:y},tensorType:p};let T=this._allData.push(u)-1;o.set(s,T),r.push(s);}}for(let n=0;n<e.initializersLength();n++){let s=e.initializers(n),a=o.get(s.name());if(a===void 0){let u=new me,l=At.tensorDimsFromORTFormat(s),f=At.tensorDataTypeFromProto(s.dataType());u.type={shape:{dims:l},tensorType:f},a=this._allData.push(u)-1,o.set(s.name(),a);}this._allData[a]._from=-1,this._allData[a].tensor=bt.fromOrtTensor(s);}for(let n=0;n<this._allData.length;n++)this._allData[n].tensor||(this._allInputIndices.push(n),this._allInputNames.push(r[n]));for(let n=0;n<e.outputsLength();n++){let s=e.outputs(n);if(o.has(s))throw new Error(`duplicated output name: ${s}`);let a=this._allData.push(new me)-1;o.set(s,a),this._allOutputIndices.push(a),this._allOutputNames.push(s);}if(!e.nodes)throw new Error("missing information in graph: node");for(let n=0;n<e.nodesLength();n++){let s=e.nodes(n),a=s.name();if(!a)for(let l=0;a=`unnamed_${s.opType()}_${l}`,!!t.has(a);l++);if(t.has(a))throw new Error(`duplicated node name: ${a}`);let u=this._nodes.push(new to(s,a))-1;t.set(a,u);}for(let n=0;n<this._nodes.length;n++){let s=this._nodes[n],a=e.nodes(n);if(a==null)throw new Error(`No node exists at index ${n}`);if(a?.outputsLength()===0)throw new Error(`missing output for node: ${a.name}`);for(let u=0;u<a?.outputsLength();u++){let l=a?.outputs(u),f=o.get(l);if(typeof f>"u"&&(f=this._allData.push(new me)-1,o.set(l,f)),s.outputs.push(f),this._allData[f]._from!==void 0)throw new Error(`multiple nodes output to one data value: ${f}`);if(this._allData[f]._from=n,a.opType()==="Constant"){if(a.attributesLength()!==1||!a.attributes(0).t())throw new Error("missing attributes or missing tensor value in attributes for this Constant operator");if(a.outputsLength()!==1)throw new Error("missing output or incorrect number of outputs for this Constant operator");s.outputs.pop(),s.executeNode=false,this._allData[f]._from=-1,this._allData[f].tensor=bt.fromOrtTensor(a.attributes(0).t());}}}for(let n=0;n<this._nodes.length;n++){let s=this._nodes[n],a=e.nodes(n);if(a.inputsLength()===0)throw new Error(`missing input for node: ${a.name}`);for(let u=0;u<a.inputsLength();u++){let l=a.inputs(u),f=o.get(l);if(typeof f>"u")throw new Error(`unrecognized input '${l}' for node: ${a.name()}`);s.inputs.push(f),this._allData[f]._to.push(n);}}}checkIsAcyclic(){let e=new Set;this._allInputIndices.forEach(r=>{this._allData[r]._to.forEach(s=>{e.add(s);});});let o=Array.from(e),t=new Array(this._nodes.length).fill("white");for(;o.length>0;){let r=o.pop();t[r]==="gray"?t[r]="black":(o.push(r),t[r]="gray",this._nodes[r].outputs.forEach(n=>{let s=this._allData[n];if(typeof s.tensor<"u")throw new Error("node outputs should not be initialized");if(s._from!==r)throw new Error("from property of the Value object doesn't match index of Node being processed");s._to.forEach(a=>{if(t[a]==="gray")throw new Error("model graph is cyclic");t[a]==="white"&&o.push(a);});}));}}transformGraph(e){this.removeAllIdentityNodes(),this.removeAllDropoutNodes(),this.fuseConvActivationNodes(),e&&e.transformGraph(this),this.finalizeGraph();}finalizeGraph(){let e=0,o=new Array(this._nodes.length,0),t=0;for(let r=0;r<this._nodes.length;r++)o[r]=t,this._nodes[r].executeNode?(t!==r&&(this._nodes[t]=this._nodes[r]),t++):this._nodes[r].outputs.forEach(n=>{this._allData[n]._from=-2;});this._nodes.splice(t,this._nodes.length-t);for(let r=0;r<this._allData.length;r++){let n=this._allData[r];n._from!==void 0&&n._from!==-1&&n._from!==-2&&(n._from=o[n._from]);for(let s=0;s<n._to.length;s++)if(n._to[s]>=0)n._to[s]=o[n._to[s]];else throw new Error("Trying to update a removed node")}e=0;for(let r=0;r<this._allData.length;r++){if(this._allData[r].from===-2&&this._allOutputIndices.indexOf(r+e)===-1){e++,this._allData.splice(r,1),r--;continue}if(e>0){let n=-1;this._allData[r].from!==void 0&&this._allData[r].from!==-1?(n=this._nodes[this._allData[r].from].outputs.indexOf(r+e),n!==-1&&(this._nodes[this._allData[r].from].outputs[n]=r)):(n=this._allInputIndices.indexOf(r+e),n!==-1&&(this._allInputIndices[n]=r)),this._allData[r].to.forEach(s=>{n=this._nodes[s].inputs.indexOf(r+e),n!==-1&&(this._nodes[s].inputs[n]=r);}),this._allData[r].to.length===0&&(n=this._allOutputIndices.indexOf(r+e),n!==-1&&(this._allOutputIndices[n]=r));}}}deleteNode(e){let o=this._nodes[e];if(o.outputs.length>1){for(let a=1;a<o.outputs.length;a++)if(this._allData[o.outputs[a]].to.length>0)throw new Error("Node deletion with more than one output connected to other nodes is not supported. ")}o.executeNode=false;let t=o.inputs[0],r=o.outputs[0],n=this._allData[r].to;for(let a=0;a<o.inputs.length;a++){let u=this._allData[o.inputs[a]].to.indexOf(e);if(u===-1)throw new Error("The Value object doesn't have the current Node in it's 'to' property ");this._allData[o.inputs[a]].to.splice(u,1);}this._allData[r]._to=[];let s=this._allOutputIndices.indexOf(r);if(s!==-1&&(this._allOutputIndices[s]=t),n&&n.length>0)for(let a of n){let u=this._nodes[a].inputs.indexOf(r);if(u===-1)throw new Error("The Node object doesn't have the output Value in it's 'inputs' property ");this._nodes[a].inputs[u]=t,this._allData[t].to.push(a);}}removeAllDropoutNodes(){let e=0;for(let o of this._nodes){if(o.opType==="Dropout"){if(o.inputs.length!==1)throw new Error("Dropout nodes should only contain one input. ");if(o.outputs.length!==1&&o.outputs.length!==2)throw new Error("Dropout nodes should contain either 1 or 2 output(s)");if(o.outputs.length===2&&this._allData[o.outputs[1]]._to.length!==0)throw new Error("Dropout nodes's second output should not be referenced by other nodes");this.deleteNode(e);}e++;}}removeAllIdentityNodes(){let e=0;for(let o of this._nodes)o.opType==="Identity"&&this.deleteNode(e),e++;}isActivation(e){switch(e.opType){case "Relu":case "Sigmoid":case "Clip":return true;default:return false}}fuseConvActivationNodes(){for(let e of this._nodes)if(e.opType==="Conv"){let o=this._allData[e.outputs[0]]._to;if(o.length===1&&this.isActivation(this._nodes[o[0]])){let t=this._nodes[o[0]];if(t.opType==="Clip")if(t.inputs.length===1)try{e.attributes.set("activation_params","floats",[t.attributes.getFloat("min"),t.attributes.getFloat("max")]);}catch{e.attributes.set("activation_params","floats",[Ve,ze]);}else if(t.inputs.length>=3&&this._allData[t.inputs[1]].tensor!==void 0&&this._allData[t.inputs[2]].tensor!==void 0)e.attributes.set("activation_params","floats",[this._allData[t.inputs[1]].tensor.floatData[0],this._allData[t.inputs[2]].tensor.floatData[0]]);else continue;e.attributes.set("activation","string",t.opType),this.deleteNode(o[0]);}}}};});var Dp,vg,eo,Lp=O(()=>{wn();Ep();Pr();Dp=rr(sr());Y();vg=F.experimental.fbs,eo=class{constructor(){}load(e,o,t){let r;if(!t)try{this.loadFromOnnxFormat(e,o);return}catch(n){if(t!==void 0)throw n;r=n;}try{this.loadFromOrtFormat(e,o);}catch(n){throw t!==void 0?n:new Error(`Failed to load model as ONNX format: ${r}
as ORT format: ${n}`)}}loadFromOnnxFormat(e,o){let t=Dp.onnx.ModelProto.decode(e);if(Rt.longToNumber(t.irVersion)<3)throw new Error("only support ONNX model with IR_VERSION>=3");this._opsets=t.opsetImport.map(n=>({domain:n.domain,version:Rt.longToNumber(n.version)})),this._graph=Wi.from(t.graph,o);}loadFromOrtFormat(e,o){let t=new w.ByteBuffer(e),r=vg.InferenceSession.getRootAsInferenceSession(t).model();if(Rt.longToNumber(r.irVersion())<3)throw new Error("only support ONNX model with IR_VERSION>=3");this._opsets=[];for(let s=0;s<r.opsetImportLength();s++){let a=r.opsetImport(s);this._opsets.push({domain:a?.domain(),version:Rt.longToNumber(a.version())});}this._graph=Wi.from(r.graph(),o);}get graph(){return this._graph}get opsets(){return this._opsets}};});var ro,$p=O(()=>{Sp();Ap();Ut();Lp();ro=class{constructor(e={}){this._initialized=false,this.backendHint=e.backendHint,this.profiler=xn.create(e.profiler),this.context={profiler:this.profiler,graphInputTypes:[],graphInputDims:[]};}get inputNames(){return this._model.graph.getInputNames()}get outputNames(){return this._model.graph.getOutputNames()}startProfiling(){this.profiler.start();}endProfiling(){this.profiler.stop();}async loadModel(e,o,t){await this.profiler.event("session","Session.loadModel",async()=>{let r=await Mi(this.backendHint);if(this.sessionHandler=r.createSessionHandler(this.context),this._model=new eo,typeof e=="string"){let n=e.endsWith(".ort");{let a=await(await fetch(e)).arrayBuffer();this.initialize(new Uint8Array(a),n);}}else if(ArrayBuffer.isView(e))this.initialize(e);else {let n=new Uint8Array(e,o||0,t||e.byteLength);this.initialize(n);}});}initialize(e,o){if(this._initialized)throw new Error("already initialized");this.profiler.event("session","Session.initialize",()=>{let t=this.sessionHandler.transformGraph?this.sessionHandler:void 0;this._model.load(e,t,o),this.sessionHandler.onGraphInitialized&&this.sessionHandler.onGraphInitialized(this._model.graph),this.initializeOps(this._model.graph),this._executionPlan=new Zn(this._model.graph,this._ops,this.profiler);}),this._initialized=true;}async run(e){if(!this._initialized)throw new Error("session not initialized yet");return this.profiler.event("session","Session.run",async()=>{let o=this.normalizeAndValidateInputs(e),t=await this._executionPlan.execute(this.sessionHandler,o);return this.createOutput(t)})}normalizeAndValidateInputs(e){let o=this._model.graph.getInputNames();if(Array.isArray(e)){if(e.length!==o.length)throw new Error(`incorrect input array length: expected ${o.length} but got ${e.length}`)}else {if(e.size!==o.length)throw new Error(`incorrect input map size: expected ${o.length} but got ${e.size}`);let t=new Array(e.size),r=0;for(let n=0;n<o.length;++n){let s=e.get(o[n]);if(!s)throw new Error(`missing input tensor for: '${name}'`);t[r++]=s;}e=t;}if(!this.context.graphInputTypes||this.context.graphInputTypes.length===0||!this.context.graphInputDims||this.context.graphInputDims.length===0){let t=this._model.graph.getInputIndices(),r=this._model.graph.getValues(),n=new Array(t.length);for(let s=0;s<t.length;++s){let a=r[t[s]];n[s]=a.type.shape.dims,this.context.graphInputTypes.push(a.type.tensorType),this.context.graphInputDims.push(e[s].dims);}this.validateInputTensorDims(n,e,true);}else this.validateInputTensorDims(this.context.graphInputDims,e,false);return this.validateInputTensorTypes(this.context.graphInputTypes,e),e}validateInputTensorTypes(e,o){for(let t=0;t<o.length;t++){let r=e[t],n=o[t].type;if(r!==n)throw new Error(`input tensor[${t}] check failed: expected type '${r}' but got ${n}`)}}validateInputTensorDims(e,o,t){for(let r=0;r<o.length;r++){let n=e[r],s=o[r].dims;if(!this.compareTensorDims(n,s,t))throw new Error(`input tensor[${r}] check failed: expected shape '[${n.join(",")}]' but got [${s.join(",")}]`)}}compareTensorDims(e,o,t){if(e.length!==o.length)return false;for(let r=0;r<e.length;++r)if(e[r]!==o[r]&&(!t||e[r]!==0))return false;return true}createOutput(e){let o=this._model.graph.getOutputNames();if(e.length!==o.length)throw new Error("expected number of outputs do not match number of generated outputs");let t=new Map;for(let r=0;r<o.length;++r)t.set(o[r],e[r]);return t}initializeOps(e){let o=e.getNodes();this._ops=new Array(o.length);for(let t=0;t<o.length;t++)this._ops[t]=this.sessionHandler.resolve(o[t],this._model.opsets,e);}};});var no,kp=O(()=>{Yt();We();no=class{constructor(e){this.session=e;this.inputNames=this.session.inputNames,this.outputNames=this.session.outputNames;}async dispose(){}async run(e,o,t){let r=new Map;for(let a in e)if(Object.hasOwnProperty.call(e,a)){let u=e[a];r.set(a,new bt(u.dims,u.type,void 0,void 0,u.data));}let n=await this.session.run(r),s={};return n.forEach((a,u)=>{s[u]=new yt(a.type,a.data,a.dims);}),s}startProfiling(){this.session.startProfiling();}endProfiling(){this.session.endProfiling();}};});var Bp={};Or(Bp,{onnxjsBackend:()=>Ig});var Hi,Ig,Fp=O(()=>{$p();kp();Hi=class{async init(){}async createInferenceSessionHandler(e,o){let t=new ro(o);return typeof e=="string"?await t.loadModel(e):await t.loadModel(e),new no(t)}},Ig=new Hi;});var oo=O(()=>{});var Rp={};Or(Rp,{default:()=>_g});var Cp,Np,_g,Gp=O(()=>{qi();Ke();Vr();Cp="ort-wasm-proxy-worker",Np=globalThis.self?.name===Cp;Np&&(self.onmessage=i=>{let{type:e,in:o}=i.data;try{switch(e){case "init-wasm":io(o.wasm).then(()=>{ao(o).then(()=>{postMessage({type:e});},t=>{postMessage({type:e,err:t});});},t=>{postMessage({type:e,err:t});});break;case "init-ep":{let{epName:t,env:r}=o;so(r,t).then(()=>{postMessage({type:e});},n=>{postMessage({type:e,err:n});});break}case "copy-from":{let{buffer:t}=o,r=zr(t);postMessage({type:e,out:r});break}case "create":{let{model:t,options:r}=o;uo(t,r).then(n=>{postMessage({type:e,out:n});},n=>{postMessage({type:e,err:n});});break}case "release":lo(o),postMessage({type:e});break;case "run":{let{sessionId:t,inputIndices:r,inputs:n,outputIndices:s,options:a}=o;fo(t,r,n,s,new Array(s.length).fill(null),a).then(u=>{u.some(l=>l[3]!=="cpu")?postMessage({type:e,err:"Proxy does not support non-cpu tensor location."}):postMessage({type:e,out:u},po([...n,...u]));},u=>{postMessage({type:e,err:u});});break}case "end-profiling":co(o),postMessage({type:e});break;default:}}catch(t){postMessage({type:e,err:t});}});_g=Np?null:i=>new Worker(i??br,{type:"module",name:Cp});});var Up={};Or(Up,{default:()=>Og});var ji,Mp,Og,Vp=O(()=>{Mp=(ji=(_documentCurrentScript && _documentCurrentScript.tagName.toUpperCase() === 'SCRIPT' && _documentCurrentScript.src || new URL('main.js', document.baseURI).href),async function(i={}){function e(){return C.buffer!=oe.buffer&&it(),oe}function o(){return C.buffer!=oe.buffer&&it(),be}function t(){return C.buffer!=oe.buffer&&it(),Z}function r(){return C.buffer!=oe.buffer&&it(),ge}function n(){return C.buffer!=oe.buffer&&it(),ae}var s,a,u=Object.assign({},i),l=new Promise((c,m)=>{s=c,a=m;}),f=typeof window=="object",p=typeof importScripts=="function",d=p&&self.name=="em-pthread";u.mountExternalData=(c,m)=>{c.startsWith("./")&&(c=c.substring(2)),(u.Ua||(u.Ua=new Map)).set(c,m);},u.unmountExternalData=()=>{delete u.Ua;};var y,T,v=globalThis.SharedArrayBuffer??new WebAssembly.Memory({initial:0,maximum:0,shared:true}).buffer.constructor,S=Object.assign({},u),L="./this.program",P=(c,m)=>{throw m},A="";(f||p)&&(p?A=self.location.href:typeof document<"u"&&document.currentScript&&(A=document.currentScript.src),ji&&(A=ji),A=A.startsWith("blob:")?"":A.substr(0,A.replace(/[?#].*/,"").lastIndexOf("/")+1),p&&(T=c=>{var m=new XMLHttpRequest;return m.open("GET",c,false),m.responseType="arraybuffer",m.send(null),new Uint8Array(m.response)}),y=(c,m,g)=>{var x=new XMLHttpRequest;x.open("GET",c,true),x.responseType="arraybuffer",x.onload=()=>{x.status==200||x.status==0&&x.response?m(x.response):g();},x.onerror=g,x.send(null);});var M,V=console.log.bind(console),lt=console.error.bind(console),wt=V,et=lt;if(Object.assign(u,S),S=null,d){let c=function(m){try{var g=m.data,x=g.cmd;if(x==="load"){let I=[];self.onmessage=E=>I.push(E),self.startWorker=()=>{postMessage({cmd:"loaded"});for(let E of I)c(E);self.onmessage=c;};for(let E of g.handlers)u[E]&&!u[E].proxy||(u[E]=(...R)=>{postMessage({Za:"callHandler",kb:E,args:R});},E=="print"&&(wt=u[E]),E=="printErr"&&(et=u[E]));C=g.wasmMemory,it(),Dt(g.wasmModule);}else if(x==="run"){$o(g.pthread_ptr,0,0,1,0,0),Ao(g.pthread_ptr),md(),aa(),_t||=!0;try{bd(g.start_routine,g.arg);}catch(I){if(I!="unwind")throw I}}else x==="cancel"?er()&&nn(-1):g.target!=="setimmediate"&&(x==="checkMailbox"?_t&&tn():x&&(et(`worker: received unknown command ${x}`),et(g)));}catch(I){throw Ha(),I}};var Dt,_t=false;et=function(...m){m=m.join(" "),console.error(m);},self.alert=function(...m){postMessage({Za:"alert",text:m.join(" "),nb:er()});},u.instantiateWasm=(m,g)=>new Promise(x=>{Dt=I=>{I=new WebAssembly.Instance(I,Yr()),g(I),x();};}),self.onunhandledrejection=m=>{throw m.reason||m},self.onmessage=c;}u.wasmBinary&&(M=u.wasmBinary);var C,Kr,we,oe,be,Z,ge,ie,ae,se=false;function it(){var c=C.buffer;u.HEAP8=oe=new Int8Array(c),u.HEAP16=new Int16Array(c),u.HEAPU8=be=new Uint8Array(c),u.HEAPU16=new Uint16Array(c),u.HEAP32=Z=new Int32Array(c),u.HEAPU32=ge=new Uint32Array(c),u.HEAPF32=new Float32Array(c),u.HEAPF64=ae=new Float64Array(c),u.HEAP64=ie=new BigInt64Array(c),u.HEAPU64=new BigUint64Array(c);}if(!d){if(!((C=new WebAssembly.Memory({initial:256,maximum:65536,shared:true})).buffer instanceof v))throw et("requested a shared WebAssembly.Memory but the returned buffer is not a SharedArrayBuffer, indicating that while the browser has SharedArrayBuffer it does not have WebAssembly threads support - you may need to set a flag"),Error("bad memory");it();}var Lt=[],Jr=[],Ye=[],ue=0,De=null;function le(){if(--ue==0&&(De)){var c=De;De=null,c();}}function Mt(c){throw et(c="Aborted("+c+")"),se=true,we=1,c=new WebAssembly.RuntimeError(c+". Build with -sASSERTIONS for more info."),a(c),c}var ve,gt=c=>c.startsWith("data:application/octet-stream;base64,"),Ot=c=>c.startsWith("file://");function Jt(c){if(c==ve&&M)return new Uint8Array(M);if(T)return T(c);throw "both async and sync fetching of the wasm failed"}function wr(c,m,g){return function(x){if(!M&&(f||p)){if(typeof fetch=="function"&&!Ot(x))return fetch(x,{credentials:"same-origin"}).then(I=>{if(!I.ok)throw `failed to load wasm binary file at '${x}'`;return I.arrayBuffer()}).catch(()=>Jt(x));if(y)return new Promise((I,E)=>{y(x,R=>I(new Uint8Array(R)),E);})}return Promise.resolve().then(()=>Jt(x))}(c).then(x=>WebAssembly.instantiate(x,m)).then(g,x=>{et(`failed to asynchronously prepare wasm: ${x}`),Mt(x);})}function Yr(){return {a:{j:hd,b:yd,E:ca,g:ha,V:ma,A:ya,C:xa,W:Ta,T:wa,L:va,S:Ia,o:_a,B:Oa,y:Sa,U:Aa,z:Pa,_:xd,Z:Td,P:wd,w:vd,F:Id,k:_d,O:Ao,Y:Od,I:Sd,J:Ad,K:Pd,G:La,H:$a,v:Ed,q:Dd,l:Ld,p:$d,e:kd,X:Bd,x:Fd,d:ka,f:Cd,i:Nd,u:Rd,t:Gd,s:Md,Q:Ca,R:Na,D:So,h:Ra,n:Ga,M:Ma,m:Ua,a:C,r:Oo,N:Wa,c:zd}}}var ea={837620:(c,m,g,x,I)=>{if(u===void 0||!u.Ua)return 1;if((c=Ir(c>>>0)).startsWith("./")&&(c=c.substring(2)),!(c=u.Ua.get(c)))return 2;if(x>>>=0,(m>>>=0)+(g>>>=0)>c.byteLength)return 3;try{let E=c.subarray(m,m+g);switch(I){case 0:o().set(E,x>>>0);break;case 1:u.mb(x,E);break;default:return 4}return 0}catch{return 4}},838303:()=>typeof wasmOffsetConverter<"u"};function hd(){return typeof wasmOffsetConverter<"u"}function Io(c){this.name="ExitStatus",this.message=`Program terminated with exit(${c})`,this.status=c;}var _o=c=>{c.terminate(),c.onmessage=()=>{};},ra=c=>{Ie.length==0&&(ua(),sa(Ie[0]));var m=Ie.pop();if(!m)return 6;Le.push(m),fe[c.Ra]=m,m.Ra=c.Ra;var g={cmd:"run",start_routine:c.cb,arg:c.ab,pthread_ptr:c.Ra};return m.postMessage(g,c.ib),0},vr=0,st=(c,m,...g)=>{for(var x=2*g.length,I=Fo(),E=Bo(8*x),R=E>>>3,at=0;at<g.length;at++){var Pt=g[at];typeof Pt=="bigint"?(ie[R+2*at]=1n,ie[R+2*at+1]=Pt):(ie[R+2*at]=0n,n()[R+2*at+1>>>0]=Pt);}return c=qa(c,0,x,E,m),on(I),c};function Oo(c){if(d)return st(0,1,c);if(we=c,!(0<vr)){for(var m of Le)_o(m);for(m of Ie)_o(m);Ie=[],Le=[],fe=[],se=true;}P(c,new Io(c));}function na(c){if(d)return st(1,0,c);So(c);}var So=c=>{if(we=c,d)throw na(c),"unwind";Oo(c);},Ie=[],Le=[],oa=[],fe={},ia=c=>{var m=c.Ra;delete fe[m],Ie.push(c),Le.splice(Le.indexOf(c),1),c.Ra=0,ko(m);};function aa(){oa.forEach(c=>c());}var sa=c=>new Promise(m=>{c.onmessage=I=>{var E=(I=I.data).cmd;if(I.targetThread&&I.targetThread!=er()){var R=fe[I.targetThread];R?R.postMessage(I,I.transferList):et(`Internal error! Worker sent a message "${E}" to target pthread ${I.targetThread}, but that thread no longer exists!`);}else E==="checkMailbox"?tn():E==="spawnThread"?ra(I):E==="cleanupThread"?ia(fe[I.thread]):E==="killThread"?(I=I.thread,E=fe[I],delete fe[I],_o(E),ko(I),Le.splice(Le.indexOf(E),1),E.Ra=0):E==="cancelThread"?fe[I.thread].postMessage({cmd:"cancel"}):E==="loaded"?(c.loaded=true,m(c)):E==="alert"?alert(`Thread ${I.threadId}: ${I.text}`):I.target==="setimmediate"?c.postMessage(I):E==="callHandler"?u[I.handler](...I.args):E&&et(`worker sent an unknown command ${E}`);},c.onerror=I=>{throw et(`worker sent an error! ${I.filename}:${I.lineno}: ${I.message}`),I};var g,x=[];for(g of [])u.hasOwnProperty(g)&&x.push(g);c.postMessage({cmd:"load",handlers:x,wasmMemory:C,wasmModule:Kr});});function ua(){var c=new Worker(new URL((_documentCurrentScript && _documentCurrentScript.tagName.toUpperCase() === 'SCRIPT' && _documentCurrentScript.src || new URL('main.js', document.baseURI).href)),{type:"module",workerData:"em-pthread",name:"em-pthread"});Ie.push(c);}var la,Zr=c=>{for(;0<c.length;)c.shift()(u);},md=()=>{var c=er(),m=r()[c+52>>>2>>>0];c=r()[c+56>>>2>>>0],Xa(m,m-c),on(m);},Qr=[],bd=(c,m)=>{vr=0;var g=Qr[c];g||(c>=Qr.length&&(Qr.length=c+1),Qr[c]=g=la.get(c)),c=g(m),0<vr?we=c:nn(c);};class gd{constructor(m){this.Xa=m-24;}}function yd(c,m,g){var x=new gd(c>>>=0);throw m>>>=0,g>>>=0,r()[x.Xa+16>>>2>>>0]=0,r()[x.Xa+4>>>2>>>0]=m,r()[x.Xa+8>>>2>>>0]=g,c}function fa(c,m,g,x){return d?st(2,1,c,m,g,x):ca(c,m,g,x)}function ca(c,m,g,x){if(c>>>=0,m>>>=0,g>>>=0,x>>>=0,v===void 0)return et("Current environment does not support SharedArrayBuffer, pthreads are not available!"),6;var I=[];return d&&I.length===0?fa(c,m,g,x):(c={cb:g,Ra:c,ab:x,ib:I},d?(c.Za="spawnThread",postMessage(c,I),0):ra(c))}var pa=typeof TextDecoder<"u"?new TextDecoder("utf8"):void 0,da=(c,m,g)=>{var x=(m>>>=0)+g;for(g=m;c[g]&&!(g>=x);)++g;if(16<g-m&&c.buffer&&pa)return pa.decode(c.buffer instanceof v?c.slice(m,g):c.subarray(m,g));for(x="";m<g;){var I=c[m++];if(128&I){var E=63&c[m++];if((224&I)==192)x+=String.fromCharCode((31&I)<<6|E);else {var R=63&c[m++];65536>(I=(240&I)==224?(15&I)<<12|E<<6|R:(7&I)<<18|E<<12|R<<6|63&c[m++])?x+=String.fromCharCode(I):(I-=65536,x+=String.fromCharCode(55296|I>>10,56320|1023&I));}}else x+=String.fromCharCode(I);}return x},Ir=(c,m)=>(c>>>=0)?da(o(),c,m):"";function ha(c,m,g){return d?st(3,1,c,m,g):0}function ma(c,m){if(d)return st(4,1,c,m)}var ba=c=>{for(var m=0,g=0;g<c.length;++g){var x=c.charCodeAt(g);127>=x?m++:2047>=x?m+=2:55296<=x&&57343>=x?(m+=4,++g):m+=3;}return m},ga=(c,m,g,x)=>{if(!(0<x))return 0;var I=g>>>=0;x=g+x-1;for(var E=0;E<c.length;++E){var R=c.charCodeAt(E);if(55296<=R&&57343>=R&&(R=65536+((1023&R)<<10)|1023&c.charCodeAt(++E)),127>=R){if(g>=x)break;m[g++>>>0]=R;}else {if(2047>=R){if(g+1>=x)break;m[g++>>>0]=192|R>>6;}else {if(65535>=R){if(g+2>=x)break;m[g++>>>0]=224|R>>12;}else {if(g+3>=x)break;m[g++>>>0]=240|R>>18,m[g++>>>0]=128|R>>12&63;}m[g++>>>0]=128|R>>6&63;}m[g++>>>0]=128|63&R;}}return m[g>>>0]=0,g-I},_r=(c,m,g)=>ga(c,o(),m,g);function ya(c,m){if(d)return st(5,1,c,m)}function xa(c,m,g){if(d)return st(6,1,c,m,g)}function Ta(c,m,g){return d?st(7,1,c,m,g):0}function wa(c,m){if(d)return st(8,1,c,m)}function va(c,m,g){if(d)return st(9,1,c,m,g)}function Ia(c,m,g,x){if(d)return st(10,1,c,m,g,x)}function _a(c,m,g,x){if(d)return st(11,1,c,m,g,x)}function Oa(c,m,g,x){if(d)return st(12,1,c,m,g,x)}function Sa(c){if(d)return st(13,1,c)}function Aa(c,m){if(d)return st(14,1,c,m)}function Pa(c,m,g){if(d)return st(15,1,c,m,g)}var xd=()=>{Mt("");},Td=()=>1;function wd(c){$o(c>>>0,!p,1,!f,131072,false),aa();}function Ao(c){c>>>=0,typeof Atomics.jb=="function"&&(Atomics.jb(t(),c>>>2,c).value.then(tn),c+=128,Atomics.store(t(),c>>>2,1));}var tn=()=>{var c=er();if(c&&(Ao(c),c=ja,!se))try{if(c(),!(0<vr))try{d?nn(we):So(we);}catch(m){m instanceof Io||m=="unwind"||P(1,m);}}catch(m){m instanceof Io||m=="unwind"||P(1,m);}};function vd(c,m){(c>>>=0)==m>>>0?setTimeout(tn):d?postMessage({targetThread:c,cmd:"checkMailbox"}):(c=fe[c])&&c.postMessage({cmd:"checkMailbox"});}var Po=[];function Id(c,m,g,x,I){for(m>>>=0,x/=2,Po.length=x,g=I>>>0>>>3,I=0;I<x;I++)Po[I]=ie[g+2*I]?ie[g+2*I+1]:n()[g+2*I+1>>>0];return (m?ea[m]:Wd[c])(...Po)}function _d(c){c>>>=0,d?postMessage({cmd:"cleanupThread",thread:c}):ia(fe[c]);}function Od(c){}function Sd(c,m){c=-9007199254740992>c||9007199254740992<c?NaN:Number(c),m>>>=0,c=new Date(1e3*c),t()[m>>>2>>>0]=c.getUTCSeconds(),t()[m+4>>>2>>>0]=c.getUTCMinutes(),t()[m+8>>>2>>>0]=c.getUTCHours(),t()[m+12>>>2>>>0]=c.getUTCDate(),t()[m+16>>>2>>>0]=c.getUTCMonth(),t()[m+20>>>2>>>0]=c.getUTCFullYear()-1900,t()[m+24>>>2>>>0]=c.getUTCDay(),c=(c.getTime()-Date.UTC(c.getUTCFullYear(),0,1,0,0,0,0))/864e5|0,t()[m+28>>>2>>>0]=c;}var Qe=c=>c%4==0&&(c%100!=0||c%400==0),Ea=[0,31,60,91,121,152,182,213,244,274,305,335],Da=[0,31,59,90,120,151,181,212,243,273,304,334];function Ad(c,m){c=-9007199254740992>c||9007199254740992<c?NaN:Number(c),m>>>=0,c=new Date(1e3*c),t()[m>>>2>>>0]=c.getSeconds(),t()[m+4>>>2>>>0]=c.getMinutes(),t()[m+8>>>2>>>0]=c.getHours(),t()[m+12>>>2>>>0]=c.getDate(),t()[m+16>>>2>>>0]=c.getMonth(),t()[m+20>>>2>>>0]=c.getFullYear()-1900,t()[m+24>>>2>>>0]=c.getDay();var g=(Qe(c.getFullYear())?Ea:Da)[c.getMonth()]+c.getDate()-1|0;t()[m+28>>>2>>>0]=g,t()[m+36>>>2>>>0]=-60*c.getTimezoneOffset(),g=new Date(c.getFullYear(),6,1).getTimezoneOffset();var x=new Date(c.getFullYear(),0,1).getTimezoneOffset();c=0|(g!=x&&c.getTimezoneOffset()==Math.min(x,g)),t()[m+32>>>2>>>0]=c;}function Pd(c){c>>>=0;var m=new Date(t()[c+20>>>2>>>0]+1900,t()[c+16>>>2>>>0],t()[c+12>>>2>>>0],t()[c+8>>>2>>>0],t()[c+4>>>2>>>0],t()[c>>>2>>>0],0),g=t()[c+32>>>2>>>0],x=m.getTimezoneOffset(),I=new Date(m.getFullYear(),6,1).getTimezoneOffset(),E=new Date(m.getFullYear(),0,1).getTimezoneOffset(),R=Math.min(E,I);return 0>g?t()[c+32>>>2>>>0]=+(I!=E&&R==x):0<g!=(R==x)&&(I=Math.max(E,I),m.setTime(m.getTime()+6e4*((0<g?R:I)-x))),t()[c+24>>>2>>>0]=m.getDay(),g=(Qe(m.getFullYear())?Ea:Da)[m.getMonth()]+m.getDate()-1|0,t()[c+28>>>2>>>0]=g,t()[c>>>2>>>0]=m.getSeconds(),t()[c+4>>>2>>>0]=m.getMinutes(),t()[c+8>>>2>>>0]=m.getHours(),t()[c+12>>>2>>>0]=m.getDate(),t()[c+16>>>2>>>0]=m.getMonth(),t()[c+20>>>2>>>0]=m.getYear(),c=m.getTime(),BigInt(isNaN(c)?-1:c/1e3)}function La(c,m,g,x,I,E,R){return d?st(16,1,c,m,g,x,I,E,R):-52}function $a(c,m,g,x,I,E){if(d)return st(17,1,c,m,g,x,I,E)}function Ed(c,m,g,x){c>>>=0,m>>>=0,g>>>=0,x>>>=0;var I=new Date().getFullYear(),E=new Date(I,0,1),R=new Date(I,6,1);I=E.getTimezoneOffset();var at=R.getTimezoneOffset(),Pt=Math.max(I,at);r()[c>>>2>>>0]=60*Pt,t()[m>>>2>>>0]=+(I!=at),E=(c=$t=>$t.toLocaleTimeString(void 0,{hour12:false,timeZoneName:"short"}).split(" ")[1])(E),R=c(R),at<I?(_r(E,g,17),_r(R,x,17)):(_r(E,x,17),_r(R,g,17));}var Eo=[];function Dd(c,m,g){c>>>=0,m>>>=0,g>>>=0,Eo.length=0;for(var x;x=o()[m++>>>0];){var I=x!=105;g+=(I&=x!=112)&&g%8?4:0,Eo.push(x==112?r()[g>>>2>>>0]:x==106?ie[g>>>3]:x==105?t()[g>>>2>>>0]:n()[g>>>3>>>0]),g+=I?8:4;}return ea[c](...Eo)}var Ld=()=>{},$d=()=>Date.now();function kd(c,m){return et(Ir(c>>>0,m>>>0))}var ka,Bd=()=>{throw vr+=1,"unwind"};function Fd(){return 4294901760}ka=()=>performance.timeOrigin+performance.now();var Cd=()=>navigator.hardwareConcurrency;function Nd(){return Mt("Cannot use emscripten_pc_get_function without -sUSE_OFFSET_CONVERTER"),0}function Rd(c){c>>>=0;var m=o().length;if(c<=m||4294901760<c)return false;for(var g=1;4>=g;g*=2){var x=m*(1+.2/g);x=Math.min(x,c+100663296);var I=Math;x=Math.max(c,x);t:{I=(I.min.call(I,4294901760,x+(65536-x%65536)%65536)-C.buffer.byteLength+65535)/65536;try{C.grow(I),it();var E=1;break t}catch{}E=void 0;}if(E)return true}return false}var en=()=>(Mt("Cannot use convertFrameToPC (needed by __builtin_return_address) without -sUSE_OFFSET_CONVERTER"),0),tr={},Ba=c=>{c.forEach(m=>{en();});};function Gd(){var c=Error().stack.toString().split(`
`);return c[0]=="Error"&&c.shift(),Ba(c),tr.$a=en(),tr.bb=c,tr.$a}function Md(c,m,g){if(c>>>=0,m>>>=0,tr.$a==c)var x=tr.bb;else (x=Error().stack.toString().split(`
`))[0]=="Error"&&x.shift(),Ba(x);for(var I=3;x[I]&&en()!=c;)++I;for(c=0;c<g&&x[c+I];++c)t()[m+4*c>>>2>>>0]=en();return c}var Do,Lo={},Fa=()=>{if(!Do){var c,m={USER:"web_user",LOGNAME:"web_user",PATH:"/",PWD:"/",HOME:"/home/web_user",LANG:(typeof navigator=="object"&&navigator.languages&&navigator.languages[0]||"C").replace("-","_")+".UTF-8",_:L};for(c in Lo)Lo[c]===void 0?delete m[c]:m[c]=Lo[c];var g=[];for(c in m)g.push(`${c}=${m[c]}`);Do=g;}return Do};function Ca(c,m){if(d)return st(18,1,c,m);c>>>=0,m>>>=0;var g=0;return Fa().forEach((x,I)=>{var E=m+g;for(I=r()[c+4*I>>>2>>>0]=E,E=0;E<x.length;++E)e()[I++>>>0]=x.charCodeAt(E);e()[I>>>0]=0,g+=x.length+1;}),0}function Na(c,m){if(d)return st(19,1,c,m);c>>>=0,m>>>=0;var g=Fa();r()[c>>>2>>>0]=g.length;var x=0;return g.forEach(I=>x+=I.length+1),r()[m>>>2>>>0]=x,0}function Ra(c){return d?st(20,1,c):52}function Ga(c,m,g,x){return d?st(21,1,c,m,g,x):52}function Ma(c,m,g,x){return d?st(22,1,c,m,g,x):70}var Ud=[null,[],[]];function Ua(c,m,g,x){if(d)return st(23,1,c,m,g,x);m>>>=0,g>>>=0,x>>>=0;for(var I=0,E=0;E<g;E++){var R=r()[m>>>2>>>0],at=r()[m+4>>>2>>>0];m+=8;for(var Pt=0;Pt<at;Pt++){var $t=o()[R+Pt>>>0],Ft=Ud[c];$t===0||$t===10?((c===1?wt:et)(da(Ft,0)),Ft.length=0):Ft.push($t);}I+=at;}return r()[x>>>2>>>0]=I,0}var Va=[31,29,31,30,31,30,31,31,30,31,30,31],za=[31,28,31,30,31,30,31,31,30,31,30,31],Vd=(c,m)=>{e().set(c,m>>>0);};function Wa(c,m,g,x){function I(_,Q,ft){for(_=typeof _=="number"?_.toString():_||"";_.length<Q;)_=ft[0]+_;return _}function E(_,Q){return I(_,Q,"0")}function R(_,Q){function ft(Za){return 0>Za?-1:0<Za?1:0}var $e;return ($e=ft(_.getFullYear()-Q.getFullYear()))===0&&($e=ft(_.getMonth()-Q.getMonth()))===0&&($e=ft(_.getDate()-Q.getDate())),$e}function at(_){switch(_.getDay()){case 0:return new Date(_.getFullYear()-1,11,29);case 1:return _;case 2:return new Date(_.getFullYear(),0,3);case 3:return new Date(_.getFullYear(),0,2);case 4:return new Date(_.getFullYear(),0,1);case 5:return new Date(_.getFullYear()-1,11,31);case 6:return new Date(_.getFullYear()-1,11,30)}}function Pt(_){var Q=_.Sa;for(_=new Date(new Date(_.Ta+1900,0,1).getTime());0<Q;){var ft=_.getMonth(),$e=(Qe(_.getFullYear())?Va:za)[ft];if(!(Q>$e-_.getDate())){_.setDate(_.getDate()+Q);break}Q-=$e-_.getDate()+1,_.setDate(1),11>ft?_.setMonth(ft+1):(_.setMonth(0),_.setFullYear(_.getFullYear()+1));}return ft=new Date(_.getFullYear()+1,0,4),Q=at(new Date(_.getFullYear(),0,4)),ft=at(ft),0>=R(Q,_)?0>=R(ft,_)?_.getFullYear()+1:_.getFullYear():_.getFullYear()-1}c>>>=0,m>>>=0,g>>>=0,x>>>=0;var $t=r()[x+40>>>2>>>0];for(var Ft in x={gb:t()[x>>>2>>>0],fb:t()[x+4>>>2>>>0],Va:t()[x+8>>>2>>>0],Ya:t()[x+12>>>2>>>0],Wa:t()[x+16>>>2>>>0],Ta:t()[x+20>>>2>>>0],Qa:t()[x+24>>>2>>>0],Sa:t()[x+28>>>2>>>0],ob:t()[x+32>>>2>>>0],eb:t()[x+36>>>2>>>0],hb:$t?Ir($t):""},g=Ir(g),$t={"%c":"%a %b %d %H:%M:%S %Y","%D":"%m/%d/%y","%F":"%Y-%m-%d","%h":"%b","%r":"%I:%M:%S %p","%R":"%H:%M","%T":"%H:%M:%S","%x":"%m/%d/%y","%X":"%H:%M:%S","%Ec":"%c","%EC":"%C","%Ex":"%m/%d/%y","%EX":"%H:%M:%S","%Ey":"%y","%EY":"%Y","%Od":"%d","%Oe":"%e","%OH":"%H","%OI":"%I","%Om":"%m","%OM":"%M","%OS":"%S","%Ou":"%u","%OU":"%U","%OV":"%V","%Ow":"%w","%OW":"%W","%Oy":"%y"})g=g.replace(new RegExp(Ft,"g"),$t[Ft]);var Ja="Sunday Monday Tuesday Wednesday Thursday Friday Saturday".split(" "),Ya="January February March April May June July August September October November December".split(" ");for(Ft in $t={"%a":_=>Ja[_.Qa].substring(0,3),"%A":_=>Ja[_.Qa],"%b":_=>Ya[_.Wa].substring(0,3),"%B":_=>Ya[_.Wa],"%C":_=>E((_.Ta+1900)/100|0,2),"%d":_=>E(_.Ya,2),"%e":_=>I(_.Ya,2," "),"%g":_=>Pt(_).toString().substring(2),"%G":Pt,"%H":_=>E(_.Va,2),"%I":_=>((_=_.Va)==0?_=12:12<_&&(_-=12),E(_,2)),"%j":_=>{for(var Q=0,ft=0;ft<=_.Wa-1;Q+=(Qe(_.Ta+1900)?Va:za)[ft++]);return E(_.Ya+Q,3)},"%m":_=>E(_.Wa+1,2),"%M":_=>E(_.fb,2),"%n":()=>`
`,"%p":_=>0<=_.Va&&12>_.Va?"AM":"PM","%S":_=>E(_.gb,2),"%t":()=>" ","%u":_=>_.Qa||7,"%U":_=>E(Math.floor((_.Sa+7-_.Qa)/7),2),"%V":_=>{var Q=Math.floor((_.Sa+7-(_.Qa+6)%7)/7);if(2>=(_.Qa+371-_.Sa-2)%7&&Q++,Q)Q==53&&((ft=(_.Qa+371-_.Sa)%7)==4||ft==3&&Qe(_.Ta)||(Q=1));else {Q=52;var ft=(_.Qa+7-_.Sa-1)%7;(ft==4||ft==5&&Qe(_.Ta%400-1))&&Q++;}return E(Q,2)},"%w":_=>_.Qa,"%W":_=>E(Math.floor((_.Sa+7-(_.Qa+6)%7)/7),2),"%y":_=>(_.Ta+1900).toString().substring(2),"%Y":_=>_.Ta+1900,"%z":_=>{var Q=0<=(_=_.eb);return _=Math.abs(_)/60,(Q?"+":"-")+("0000"+(_/60*100+_%60)).slice(-4)},"%Z":_=>_.hb,"%%":()=>"%"},g=g.replace(/%%/g,"\0\0"),$t)g.includes(Ft)&&(g=g.replace(new RegExp(Ft,"g"),$t[Ft](x)));return Ft=function(_){var Q=Array(ba(_)+1);return ga(_,Q,0,Q.length),Q}(g=g.replace(/\0\0/g,"%")),Ft.length>m?0:(Vd(Ft,c),Ft.length-1)}function zd(c,m,g,x){return Wa(c>>>0,m>>>0,g>>>0,x>>>0)}d||function(){for(var c=u.numThreads-1;c--;)ua();Lt.unshift(()=>{ue++,function(m){d?m():Promise.all(Ie.map(sa)).then(m);}(()=>le());});}();var Wd=[Oo,na,fa,ha,ma,ya,xa,Ta,wa,va,Ia,_a,Oa,Sa,Aa,Pa,La,$a,Ca,Na,Ra,Ga,Ma,Ua],U=function(){function c(g,x){return U=g.exports,U=function(){var I=U,E=at=>()=>at()>>>0,R=at=>Pt=>at(Pt)>>>0;return (I=Object.assign({},I)).Ba=E(I.Ba),I.Ca=R(I.Ca),I.emscripten_main_runtime_thread_id=E(I.emscripten_main_runtime_thread_id),I.Oa=R(I.Oa),I.Pa=E(I.Pa),I}(),oa.push(U.Ea),la=U.Fa,Jr.unshift(U.$),Kr=x,le(),U}var m=Yr();if(ue++,u.instantiateWasm)try{return u.instantiateWasm(m,c)}catch(g){et(`Module.instantiateWasm callback failed with error: ${g}`),a(g);}return ve||=u.locateFile?gt("ort-wasm-simd-threaded.wasm")?"ort-wasm-simd-threaded.wasm":u.locateFile?u.locateFile("ort-wasm-simd-threaded.wasm",A):A+"ort-wasm-simd-threaded.wasm":new URL("ort-wasm-simd-threaded.wasm",(_documentCurrentScript && _documentCurrentScript.tagName.toUpperCase() === 'SCRIPT' && _documentCurrentScript.src || new URL('main.js', document.baseURI).href)).href,function(g,x){var I=ve;return M||typeof WebAssembly.instantiateStreaming!="function"||gt(I)||Ot(I)||typeof fetch!="function"?wr(I,g,x):fetch(I,{credentials:"same-origin"}).then(E=>WebAssembly.instantiateStreaming(E,g).then(x,function(R){return et(`wasm streaming compile failed: ${R}`),et("falling back to ArrayBuffer instantiation"),wr(I,g,x)}))}(m,function(g){c(g.instance,g.module);}).catch(a),{}}();u._OrtInit=(c,m)=>(u._OrtInit=U.aa)(c,m),u._OrtGetLastError=(c,m)=>(u._OrtGetLastError=U.ba)(c,m),u._OrtCreateSessionOptions=(c,m,g,x,I,E,R,at,Pt,$t)=>(u._OrtCreateSessionOptions=U.ca)(c,m,g,x,I,E,R,at,Pt,$t),u._OrtAppendExecutionProvider=(c,m)=>(u._OrtAppendExecutionProvider=U.da)(c,m),u._OrtAddFreeDimensionOverride=(c,m,g)=>(u._OrtAddFreeDimensionOverride=U.ea)(c,m,g),u._OrtAddSessionConfigEntry=(c,m,g)=>(u._OrtAddSessionConfigEntry=U.fa)(c,m,g),u._OrtReleaseSessionOptions=c=>(u._OrtReleaseSessionOptions=U.ga)(c),u._OrtCreateSession=(c,m,g)=>(u._OrtCreateSession=U.ha)(c,m,g),u._OrtReleaseSession=c=>(u._OrtReleaseSession=U.ia)(c),u._OrtGetInputOutputCount=(c,m,g)=>(u._OrtGetInputOutputCount=U.ja)(c,m,g),u._OrtGetInputName=(c,m)=>(u._OrtGetInputName=U.ka)(c,m),u._OrtGetOutputName=(c,m)=>(u._OrtGetOutputName=U.la)(c,m),u._OrtFree=c=>(u._OrtFree=U.ma)(c),u._OrtCreateTensor=(c,m,g,x,I,E)=>(u._OrtCreateTensor=U.na)(c,m,g,x,I,E),u._OrtGetTensorData=(c,m,g,x,I)=>(u._OrtGetTensorData=U.oa)(c,m,g,x,I),u._OrtReleaseTensor=c=>(u._OrtReleaseTensor=U.pa)(c),u._OrtCreateRunOptions=(c,m,g,x)=>(u._OrtCreateRunOptions=U.qa)(c,m,g,x),u._OrtAddRunConfigEntry=(c,m,g)=>(u._OrtAddRunConfigEntry=U.ra)(c,m,g),u._OrtReleaseRunOptions=c=>(u._OrtReleaseRunOptions=U.sa)(c),u._OrtCreateBinding=c=>(u._OrtCreateBinding=U.ta)(c),u._OrtBindInput=(c,m,g)=>(u._OrtBindInput=U.ua)(c,m,g),u._OrtBindOutput=(c,m,g,x)=>(u._OrtBindOutput=U.va)(c,m,g,x),u._OrtClearBoundOutputs=c=>(u._OrtClearBoundOutputs=U.wa)(c),u._OrtReleaseBinding=c=>(u._OrtReleaseBinding=U.xa)(c),u._OrtRunWithBinding=(c,m,g,x,I)=>(u._OrtRunWithBinding=U.ya)(c,m,g,x,I),u._OrtRun=(c,m,g,x,I,E,R,at)=>(u._OrtRun=U.za)(c,m,g,x,I,E,R,at),u._OrtEndProfiling=c=>(u._OrtEndProfiling=U.Aa)(c);var er=()=>(er=U.Ba)();u._malloc=c=>(u._malloc=U.Ca)(c),u._free=c=>(u._free=U.Da)(c);var rn,$o=(c,m,g,x,I,E)=>($o=U.Ga)(c,m,g,x,I,E),Ha=()=>(Ha=U.Ha)(),qa=(c,m,g,x,I)=>(qa=U.Ia)(c,m,g,x,I),ko=c=>(ko=U.Ja)(c),nn=c=>(nn=U.Ka)(c),ja=()=>(ja=U.La)(),Xa=(c,m)=>(Xa=U.Ma)(c,m),on=c=>(on=U.Na)(c),Bo=c=>(Bo=U.Oa)(c),Fo=()=>(Fo=U.Pa)();function Ka(){0<ue||(d?(s(u),d||Zr(Jr),startWorker(u)):(Zr(Lt),0<ue||rn||(rn=true,u.calledRun=true,se||(d||Zr(Jr),s(u),d||Zr(Ye)))));}return u.___start_em_js=838360,u.___stop_em_js=838421,u.stackSave=()=>Fo(),u.stackRestore=c=>on(c),u.stackAlloc=c=>Bo(c),u.UTF8ToString=Ir,u.stringToUTF8=_r,u.lengthBytesUTF8=ba,De=function c(){rn||Ka(),rn||(De=c);},Ka(),l}),Og=Mp;globalThis.self?.name==="em-pthread"&&Mp();});var br,Sg,Ag,Pg,zp,Wp,Eg,Hp,Vr=O(()=>{oo();br=(_documentCurrentScript && _documentCurrentScript.tagName.toUpperCase() === 'SCRIPT' && _documentCurrentScript.src || new URL('main.js', document.baseURI).href)??(typeof document<"u"?document.currentScript?.src:typeof self<"u"?self.location?.href:void 0),Sg=typeof location>"u"?void 0:location.origin,Ag=(i,e)=>{try{let o=e??br;return (o?new URL(i,o):new URL(i)).origin===Sg}catch{return false}},Pg=async i=>{let o=await(await fetch(i,{credentials:"same-origin"})).blob();return URL.createObjectURL(o)},zp=(Gp(),sn(Rp)).default,Wp=async()=>{if(!br)throw new Error("Failed to load proxy worker: cannot determine the script source URL.");if(Ag(br))return [void 0,zp()];let i=await Pg(br);return [i,zp(i)]},Eg=(Vp(),sn(Up)).default,Hp=async(i,e,o)=>[void 0,Eg];});var Xi,Ki,ho,qp,Dg,Lg,io,xt,Ke=O(()=>{Vr();Ki=false,ho=false,qp=false,Dg=()=>{if(typeof SharedArrayBuffer>"u")return false;try{return typeof MessageChannel<"u"&&new MessageChannel().port1.postMessage(new SharedArrayBuffer(1)),WebAssembly.validate(new Uint8Array([0,97,115,109,1,0,0,0,1,4,1,96,0,0,3,2,1,0,5,4,1,3,1,1,10,11,1,9,0,65,0,254,16,2,0,26,11]))}catch{return false}},Lg=()=>{try{return WebAssembly.validate(new Uint8Array([0,97,115,109,1,0,0,0,1,4,1,96,0,0,3,2,1,0,10,30,1,28,0,65,0,253,15,253,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,253,186,1,26,11]))}catch{return false}},io=async i=>{if(Ki)return Promise.resolve();if(ho)throw new Error("multiple calls to 'initializeWebAssembly()' detected.");if(qp)throw new Error("previous call to 'initializeWebAssembly()' failed.");ho=true;let e=i.initTimeout,o=i.numThreads;if(!Lg())throw new Error("WebAssembly SIMD is not supported in the current environment.");let t=Dg();o>1&&!t&&(typeof self<"u"&&!self.crossOriginIsolated&&console.warn("env.wasm.numThreads is set to "+o+", but this will not work unless you enable crossOriginIsolated mode. See https://web.dev/cross-origin-isolation-guide/ for more info."),console.warn("WebAssembly multi-threading is not supported in the current environment. Falling back to single-threading."),i.numThreads=o=1);let r=i.wasmPaths,n=typeof r=="string"?r:void 0,s=r?.mjs,a=s?.href??s,u=r?.wasm,l=u?.href??u,f=i.wasmBinary,[p,d]=await Hp(a,n,o>1),y=false,T=[];if(e>0&&T.push(new Promise(v=>{setTimeout(()=>{y=true,v();},e);})),T.push(new Promise((v,S)=>{let L={numThreads:o};f?L.wasmBinary=f:(l||n)&&(L.locateFile=(P,A)=>l??(n??A)+P),d(L).then(P=>{ho=false,Ki=true,Xi=P,v(),p&&URL.revokeObjectURL(p);},P=>{ho=false,qp=true,S(P);});})),await Promise.race(T),y)throw new Error(`WebAssembly backend initializing failed due to timeout: ${e}ms`)},xt=()=>{if(Ki&&Xi)return Xi;throw new Error("WebAssembly is not initialized yet.")};});var Tt,Wr,ht,mo=O(()=>{Ke();Tt=(i,e)=>{let o=xt(),t=o.lengthBytesUTF8(i)+1,r=o._malloc(t);return o.stringToUTF8(i,r,t),e.push(r),r},Wr=(i,e,o,t)=>{if(typeof i=="object"&&i!==null){if(o.has(i))throw new Error("Circular reference in options");o.add(i);}Object.entries(i).forEach(([r,n])=>{let s=e?e+r:r;if(typeof n=="object")Wr(n,s+".",o,t);else if(typeof n=="string"||typeof n=="number")t(s,n.toString());else if(typeof n=="boolean")t(s,n?"1":"0");else throw new Error(`Can't handle extra config type: ${typeof n}`)});},ht=i=>{let e=xt(),o=e.stackSave();try{let t=e.stackAlloc(8);e._OrtGetLastError(t,t+4);let r=e.HEAP32[t/4],n=e.HEAPU32[t/4+1],s=n?e.UTF8ToString(n):"";throw new Error(`${i} ERROR_CODE: ${r}, ERROR_MESSAGE: ${s}`)}finally{e.stackRestore(o);}};});var jp,Xp=O(()=>{Ke();mo();jp=i=>{let e=xt(),o=0,t=[],r=i||{};try{if(i?.logSeverityLevel===void 0)r.logSeverityLevel=2;else if(typeof i.logSeverityLevel!="number"||!Number.isInteger(i.logSeverityLevel)||i.logSeverityLevel<0||i.logSeverityLevel>4)throw new Error(`log serverity level is not valid: ${i.logSeverityLevel}`);if(i?.logVerbosityLevel===void 0)r.logVerbosityLevel=0;else if(typeof i.logVerbosityLevel!="number"||!Number.isInteger(i.logVerbosityLevel))throw new Error(`log verbosity level is not valid: ${i.logVerbosityLevel}`);i?.terminate===void 0&&(r.terminate=!1);let n=0;return i?.tag!==void 0&&(n=Tt(i.tag,t)),o=e._OrtCreateRunOptions(r.logSeverityLevel,r.logVerbosityLevel,!!r.terminate,n),o===0&&ht("Can't create run options."),i?.extra!==void 0&&Wr(i.extra,"",new WeakSet,(s,a)=>{let u=Tt(s,t),l=Tt(a,t);e._OrtAddRunConfigEntry(o,u,l)!==0&&ht(`Can't set a run config entry: ${s} - ${a}.`);}),[o,t]}catch(n){throw o!==0&&e._OrtReleaseRunOptions(o),t.forEach(s=>e._free(s)),n}};});var $g,kg,Bg,Fg,Kp,Jp=O(()=>{Ke();mo();$g=i=>{switch(i){case "disabled":return 0;case "basic":return 1;case "extended":return 2;case "all":return 99;default:throw new Error(`unsupported graph optimization level: ${i}`)}},kg=i=>{switch(i){case "sequential":return 0;case "parallel":return 1;default:throw new Error(`unsupported execution mode: ${i}`)}},Bg=i=>{i.extra||(i.extra={}),i.extra.session||(i.extra.session={});let e=i.extra.session;e.use_ort_model_bytes_directly||(e.use_ort_model_bytes_directly="1"),i.executionProviders&&i.executionProviders.some(o=>(typeof o=="string"?o:o.name)==="webgpu")&&(i.enableMemPattern=false);},Fg=(i,e,o)=>{for(let t of e){let r=typeof t=="string"?t:t.name;switch(r){case "webnn":if(r="WEBNN",typeof t!="string"){let a=t?.deviceType;if(a){let u=Tt("deviceType",o),l=Tt(a,o);xt()._OrtAddSessionConfigEntry(i,u,l)!==0&&ht(`Can't set a session config entry: 'deviceType' - ${a}.`);}}break;case "webgpu":if(r="JS",typeof t!="string"){let s=t;if(s?.preferredLayout){if(s.preferredLayout!=="NCHW"&&s.preferredLayout!=="NHWC")throw new Error(`preferredLayout must be either 'NCHW' or 'NHWC': ${s.preferredLayout}`);let a=Tt("preferredLayout",o),u=Tt(s.preferredLayout,o);xt()._OrtAddSessionConfigEntry(i,a,u)!==0&&ht(`Can't set a session config entry: 'preferredLayout' - ${s.preferredLayout}.`);}}break;case "wasm":case "cpu":continue;default:throw new Error(`not supported execution provider: ${r}`)}let n=Tt(r,o);xt()._OrtAppendExecutionProvider(i,n)!==0&&ht(`Can't append execution provider: ${r}.`);}},Kp=i=>{let e=xt(),o=0,t=[],r=i||{};Bg(r);try{let n=$g(r.graphOptimizationLevel??"all"),s=kg(r.executionMode??"sequential"),a=typeof r.logId=="string"?Tt(r.logId,t):0,u=r.logSeverityLevel??2;if(!Number.isInteger(u)||u<0||u>4)throw new Error(`log serverity level is not valid: ${u}`);let l=r.logVerbosityLevel??0;if(!Number.isInteger(l)||l<0||l>4)throw new Error(`log verbosity level is not valid: ${l}`);let f=typeof r.optimizedModelFilePath=="string"?Tt(r.optimizedModelFilePath,t):0;if(o=e._OrtCreateSessionOptions(n,!!r.enableCpuMemArena,!!r.enableMemPattern,s,!!r.enableProfiling,0,a,u,l,f),o===0&&ht("Can't create session options."),r.executionProviders&&Fg(o,r.executionProviders,t),r.enableGraphCapture!==void 0){if(typeof r.enableGraphCapture!="boolean")throw new Error(`enableGraphCapture must be a boolean value: ${r.enableGraphCapture}`);let p=Tt("enableGraphCapture",t),d=Tt(r.enableGraphCapture.toString(),t);e._OrtAddSessionConfigEntry(o,p,d)!==0&&ht(`Can't set a session config entry: 'enableGraphCapture' - ${r.enableGraphCapture}.`);}if(r.freeDimensionOverrides)for(let[p,d]of Object.entries(r.freeDimensionOverrides)){if(typeof p!="string")throw new Error(`free dimension override name must be a string: ${p}`);if(typeof d!="number"||!Number.isInteger(d)||d<0)throw new Error(`free dimension override value must be a non-negative integer: ${d}`);let y=Tt(p,t);e._OrtAddFreeDimensionOverride(o,y,d)!==0&&ht(`Can't set a free dimension override: ${p} - ${d}.`);}return r.extra!==void 0&&Wr(r.extra,"",new WeakSet,(p,d)=>{let y=Tt(p,t),T=Tt(d,t);e._OrtAddSessionConfigEntry(o,y,T)!==0&&ht(`Can't set a session config entry: ${p} - ${d}.`);}),[o,t]}catch(n){throw o!==0&&e._OrtReleaseSessionOptions(o),t.forEach(s=>e._free(s)),n}};});var Hr,Yp,qr,Zp,Qp,bo,go,td,Ji=O(()=>{Hr=i=>{switch(i){case "int8":return 3;case "uint8":return 2;case "bool":return 9;case "int16":return 5;case "uint16":return 4;case "int32":return 6;case "uint32":return 12;case "float16":return 10;case "float32":return 1;case "float64":return 11;case "string":return 8;case "int64":return 7;case "uint64":return 13;case "int4":return 22;case "uint4":return 21;default:throw new Error(`unsupported data type: ${i}`)}},Yp=i=>{switch(i){case 3:return "int8";case 2:return "uint8";case 9:return "bool";case 5:return "int16";case 4:return "uint16";case 6:return "int32";case 12:return "uint32";case 10:return "float16";case 1:return "float32";case 11:return "float64";case 8:return "string";case 7:return "int64";case 13:return "uint64";case 22:return "int4";case 21:return "uint4";default:throw new Error(`unsupported data type: ${i}`)}},qr=(i,e)=>{let o=[-1,4,1,1,2,2,4,8,-1,1,2,8,4,8,-1,-1,-1,-1,-1,-1,-1,.5,.5][i],t=typeof e=="number"?e:e.reduce((r,n)=>r*n,1);return o>0?Math.ceil(t*o):void 0},Zp=i=>{switch(i){case "float16":return typeof Float16Array<"u"&&Float16Array.from?Float16Array:Uint16Array;case "float32":return Float32Array;case "uint8":return Uint8Array;case "int8":return Int8Array;case "uint16":return Uint16Array;case "int16":return Int16Array;case "int32":return Int32Array;case "bool":return Uint8Array;case "float64":return Float64Array;case "uint32":return Uint32Array;case "int64":return BigInt64Array;case "uint64":return BigUint64Array;default:throw new Error(`unsupported type: ${i}`)}},Qp=i=>{switch(i){case "verbose":return 0;case "info":return 1;case "warning":return 2;case "error":return 3;case "fatal":return 4;default:throw new Error(`unsupported logging level: ${i}`)}},bo=i=>i==="float32"||i==="float16"||i==="int32"||i==="int64"||i==="uint32"||i==="uint8"||i==="bool"||i==="uint4"||i==="int4",go=i=>i==="float32"||i==="float16"||i==="int32"||i==="int64"||i==="uint32"||i==="uint64"||i==="int8"||i==="uint8"||i==="bool",td=i=>{switch(i){case "none":return 0;case "cpu":return 1;case "cpu-pinned":return 2;case "texture":return 3;case "gpu-buffer":return 4;case "ml-tensor":return 5;default:throw new Error(`unsupported data location: ${i}`)}};});var jr,Yi=O(()=>{oo();jr=async i=>{if(typeof i=="string"){let e=await fetch(i);if(!e.ok)throw new Error(`failed to load external data file: ${i}`);let o=e.headers.get("Content-Length"),t=o?parseInt(o,10):0;if(t<1073741824)return new Uint8Array(await e.arrayBuffer());{if(!e.body)throw new Error(`failed to load external data file: ${i}, no response body.`);let r=e.body.getReader(),n;try{n=new ArrayBuffer(t);}catch(a){if(a instanceof RangeError){let u=Math.ceil(t/65536);n=new WebAssembly.Memory({initial:u,maximum:u}).buffer;}else throw a}let s=0;for(;;){let{done:a,value:u}=await r.read();if(a)break;let l=u.byteLength;new Uint8Array(n,s,l).set(u),s+=l;}return new Uint8Array(n,0,t)}}else return i instanceof Blob?new Uint8Array(await i.arrayBuffer()):i instanceof Uint8Array?i:new Uint8Array(i)};});var Cg,ao,so,yr,Ng,zr,uo,lo,ed,fo,co,po,qi=O(()=>{Xp();Jp();Ji();Ke();mo();Yi();Cg=(i,e)=>{xt()._OrtInit(i,e)!==0&&ht("Can't initialize onnxruntime.");},ao=async i=>{Cg(i.wasm.numThreads,Qp(i.logLevel));},so=async(i,e)=>{},yr=new Map,Ng=i=>{let e=xt(),o=e.stackSave();try{let t=e.stackAlloc(8);return e._OrtGetInputOutputCount(i,t,t+4)!==0&&ht("Can't get session input/output count."),[e.HEAP32[t/4],e.HEAP32[t/4+1]]}finally{e.stackRestore(o);}},zr=i=>{let e=xt(),o=e._malloc(i.byteLength);if(o===0)throw new Error(`Can't create a session. failed to allocate a buffer of size ${i.byteLength}.`);return e.HEAPU8.set(i,o),[o,i.byteLength]},uo=async(i,e)=>{let o,t,r=xt();Array.isArray(i)?[o,t]=i:i.buffer===r.HEAPU8.buffer?[o,t]=[i.byteOffset,i.byteLength]:[o,t]=zr(i);let n=0,s=0,u=[],l=[],f=[];try{if([s,u]=Kp(e),e?.externalData&&r.mountExternalData){let P=[];for(let A of e.externalData){let M=typeof A=="string"?A:A.path;P.push(jr(typeof A=="string"?A:A.data).then(V=>{r.mountExternalData(M,V);}));}await Promise.all(P);}for(let P of e?.executionProviders??[])if((typeof P=="string"?P:P.name)==="webnn"){if(r.shouldTransferToMLTensor=!1,r.currentContext)throw new Error("WebNN execution provider is already set.");if(typeof P!="string"){let M=P,V=M?.context,lt=M?.gpuDevice,wt=M?.deviceType,et=M?.numThreads,Dt=M?.powerPreference;V?r.currentContext=V:lt?r.currentContext=await navigator.ml.createContext(lt):r.currentContext=await navigator.ml.createContext({deviceType:wt,numThreads:et,powerPreference:Dt});}else r.currentContext=await navigator.ml.createContext();break}n=await r._OrtCreateSession(o,t,s),n===0&&ht("Can't create a session."),r.currentContext&&(r.jsepRegisterMLContext(n,r.currentContext),r.currentContext=void 0,r.shouldTransferToMLTensor=!0);let[p,d]=Ng(n),y=!!e?.enableGraphCapture,T=[],v=[],S=[];for(let P=0;P<p;P++){let A=r._OrtGetInputName(n,P);A===0&&ht("Can't get an input name."),l.push(A),T.push(r.UTF8ToString(A));}for(let P=0;P<d;P++){let A=r._OrtGetOutputName(n,P);A===0&&ht("Can't get an output name."),f.push(A);let M=r.UTF8ToString(A);v.push(M);}let L=null;return yr.set(n,[n,l,f,L,y,!1]),[n,T,v]}catch(p){throw l.forEach(d=>r._OrtFree(d)),f.forEach(d=>r._OrtFree(d)),n!==0&&r._OrtReleaseSession(n),p}finally{r._free(o),s!==0&&r._OrtReleaseSessionOptions(s),u.forEach(p=>r._free(p)),r.unmountExternalData?.();}},lo=i=>{let e=xt(),o=yr.get(i);if(!o)throw new Error(`cannot release session. invalid session id: ${i}`);let[t,r,n,s,a]=o;s&&(a&&e._OrtClearBoundOutputs(s.handle),e._OrtReleaseBinding(s.handle)),e.jsepOnReleaseSession?.(i),r.forEach(u=>e._OrtFree(u)),n.forEach(u=>e._OrtFree(u)),e._OrtReleaseSession(t),yr.delete(i);},ed=(i,e,o,t,r,n=false)=>{if(!i){e.push(0);return}let s=xt(),a=i[0],u=i[1],l=i[3],f,p;if(a==="string"&&(l==="gpu-buffer"||l==="ml-tensor"))throw new Error("String tensor is not supported on GPU.");if(n&&l!=="gpu-buffer")throw new Error(`External buffer must be provided for input/output index ${r} when enableGraphCapture is true.`);if(l==="gpu-buffer"){let T=i[2].gpuBuffer;p=qr(Hr(a),u);let v=s.jsepRegisterBuffer;if(!v)throw new Error('Tensor location "gpu-buffer" is not supported without using WebGPU.');f=v(t,r,T,p);}else if(l==="ml-tensor"){let T=i[2].mlTensor;p=qr(Hr(a),u);let v=s.jsepRegisterMLTensor;if(!v)throw new Error('Tensor location "ml-tensor" is not supported without using WebNN.');f=v(T,Hr(a),u);}else {let T=i[2];if(Array.isArray(T)){p=4*T.length,f=s._malloc(p),o.push(f);let v=f/4;for(let S=0;S<T.length;S++){if(typeof T[S]!="string")throw new TypeError(`tensor data at index ${S} is not a string`);s.HEAPU32[v++]=Tt(T[S],o);}}else p=T.byteLength,f=s._malloc(p),o.push(f),s.HEAPU8.set(new Uint8Array(T.buffer,T.byteOffset,p),f);}let d=s.stackSave(),y=s.stackAlloc(4*u.length);try{let T=y/4;u.forEach(S=>s.HEAP32[T++]=S);let v=s._OrtCreateTensor(Hr(a),f,p,y,u.length,td(l));v===0&&ht(`Can't create tensor for input/output. session=${t}, index=${r}.`),e.push(v);}finally{s.stackRestore(d);}},fo=async(i,e,o,t,r,n)=>{let s=xt(),a=yr.get(i);if(!a)throw new Error(`cannot run inference. invalid session id: ${i}`);let u=a[0],l=a[1],f=a[2],p=a[3],d=a[4];a[5];let T=e.length,v=t.length,S=0,L=[],P=[],A=[],M=[],V=s.stackSave(),lt=s.stackAlloc(T*4),wt=s.stackAlloc(T*4),et=s.stackAlloc(v*4),Dt=s.stackAlloc(v*4);try{s.jsepOnRunStart?.(u),[S,L]=jp(n);for(let Z=0;Z<T;Z++)ed(o[Z],P,M,i,e[Z],d);for(let Z=0;Z<v;Z++)ed(r[Z],A,M,i,T+t[Z],d);let _t=lt/4,C=wt/4,Kr=et/4,we=Dt/4;for(let Z=0;Z<T;Z++)s.HEAPU32[_t++]=P[Z],s.HEAPU32[C++]=l[e[Z]];for(let Z=0;Z<v;Z++)s.HEAPU32[Kr++]=A[Z],s.HEAPU32[we++]=f[t[Z]];let oe;oe=await s._OrtRun(u,wt,lt,T,Dt,v,et,S),oe!==0&&ht("failed to call OrtRun().");let be=[];for(let Z=0;Z<v;Z++){let ge=s.HEAPU32[et/4+Z];if(ge===A[Z]){be.push(r[Z]);continue}let ie=s.stackSave(),ae=s.stackAlloc(4*4),se=!1,it,Lt=0;try{s._OrtGetTensorData(ge,ae,ae+4,ae+8,ae+12)!==0&&ht(`Can't access output tensor data on index ${Z}.`);let Ye=ae/4,ue=s.HEAPU32[Ye++];Lt=s.HEAPU32[Ye++];let Ze=s.HEAPU32[Ye++],De=s.HEAPU32[Ye++],le=[];for(let gt=0;gt<De;gt++)le.push(s.HEAPU32[Ze/4+gt]);s._OrtFree(Ze);let Mt=le.reduce((gt,Ot)=>gt*Ot,1);it=Yp(ue);let ve=p?.outputPreferredLocations[t[Z]];if(it==="string"){if(ve==="gpu-buffer"||ve==="ml-tensor")throw new Error("String tensor is not supported on GPU.");let gt=[],Ot=Lt/4;for(let Jt=0;Jt<Mt;Jt++){let wr=s.HEAPU32[Ot++],Yr=Jt===Mt-1?void 0:s.HEAPU32[Ot]-wr;gt.push(s.UTF8ToString(wr,Yr));}be.push([it,le,gt,"cpu"]);}else if(ve==="gpu-buffer"&&Mt>0){let gt=s.jsepGetBuffer;if(!gt)throw new Error('preferredLocation "gpu-buffer" is not supported without using WebGPU.');let Ot=gt(Lt),Jt=qr(ue,Mt);if(Jt===void 0||!bo(it))throw new Error(`Unsupported data type: ${it}`);se=!0,be.push([it,le,{gpuBuffer:Ot,download:s.jsepCreateDownloader(Ot,Jt,it),dispose:()=>{s._OrtReleaseTensor(ge);}},"gpu-buffer"]);}else if(ve==="ml-tensor"&&Mt>0){let gt=s.jsepEnsureTensor;if(!gt)throw new Error('preferredLocation "ml-tensor" is not supported without using WebNN.');if(qr(ue,Mt)===void 0||!go(it))throw new Error(`Unsupported data type: ${it}`);let Jt=await gt(Lt,ue,le,!1);se=!0,be.push([it,le,{mlTensor:Jt,download:s.jsepCreateMLTensorDownloader(Lt,it),dispose:()=>{s.jsepReleaseTensorId(Lt),s._OrtReleaseTensor(ge);}},"ml-tensor"]);}else {let gt=Zp(it),Ot=new gt(Mt);new Uint8Array(Ot.buffer,Ot.byteOffset,Ot.byteLength).set(s.HEAPU8.subarray(Lt,Lt+Ot.byteLength)),be.push([it,le,Ot,"cpu"]);}}finally{s.stackRestore(ie),it==="string"&&Lt&&s._free(Lt),se||s._OrtReleaseTensor(ge);}}return p&&!d&&(s._OrtClearBoundOutputs(p.handle),yr.set(i,[u,l,f,p,d,!1])),be}finally{s.stackRestore(V),P.forEach(_t=>s._OrtReleaseTensor(_t)),A.forEach(_t=>s._OrtReleaseTensor(_t)),M.forEach(_t=>s._free(_t)),S!==0&&s._OrtReleaseRunOptions(S),L.forEach(_t=>s._free(_t));}},co=i=>{let e=xt(),o=yr.get(i);if(!o)throw new Error("invalid session id");let t=o[0],r=e._OrtEndProfiling(t);r===0&&ht("Can't get an profile file name."),e._OrtFree(r);},po=i=>{let e=[];for(let o of i){let t=o[2];!Array.isArray(t)&&"buffer"in t&&e.push(t.buffer);}return e};});var Je,Kt,Xr,xo,To,yo,Zi,Qi,xr,Tr,Gg,rd,nd,od,id,ad,sd,ud,ta=O(()=>{Yt();qi();Ke();Vr();Je=()=>!!z.wasm.proxy&&typeof document<"u",Xr=false,xo=false,To=false,Qi=new Map,xr=(i,e)=>{let o=Qi.get(i);o?o.push(e):Qi.set(i,[e]);},Tr=()=>{if(Xr||!xo||To||!Kt)throw new Error("worker not ready")},Gg=i=>{switch(i.data.type){case "init-wasm":Xr=false,i.data.err?(To=true,Zi[1](i.data.err)):(xo=true,Zi[0]()),yo&&(URL.revokeObjectURL(yo),yo=void 0);break;case "init-ep":case "copy-from":case "create":case "release":case "run":case "end-profiling":{let e=Qi.get(i.data.type);i.data.err?e.shift()[1](i.data.err):e.shift()[0](i.data.out);break}}},rd=async()=>{if(!xo){if(Xr)throw new Error("multiple calls to 'initWasm()' detected.");if(To)throw new Error("previous call to 'initWasm()' failed.");if(Xr=true,Je())return new Promise((i,e)=>{Kt?.terminate(),Wp().then(([o,t])=>{try{Kt=t,Kt.onerror=n=>e(n),Kt.onmessage=Gg,Zi=[i,e];let r={type:"init-wasm",in:z};Kt.postMessage(r),yo=o;}catch(r){e(r);}},e);});try{await io(z.wasm),await ao(z),xo=!0;}catch(i){throw To=true,i}finally{Xr=false;}}},nd=async i=>{if(Je())return Tr(),new Promise((e,o)=>{xr("init-ep",[e,o]);let t={type:"init-ep",in:{epName:i,env:z}};Kt.postMessage(t);});await so(z,i);},od=async i=>Je()?(Tr(),new Promise((e,o)=>{xr("copy-from",[e,o]);let t={type:"copy-from",in:{buffer:i}};Kt.postMessage(t,[i.buffer]);})):zr(i),id=async(i,e)=>{if(Je()){if(e?.preferredOutputLocation)throw new Error('session option "preferredOutputLocation" is not supported for proxy.');return Tr(),new Promise((o,t)=>{xr("create",[o,t]);let r={type:"create",in:{model:i,options:{...e}}},n=[];i instanceof Uint8Array&&n.push(i.buffer),Kt.postMessage(r,n);})}else return uo(i,e)},ad=async i=>{if(Je())return Tr(),new Promise((e,o)=>{xr("release",[e,o]);let t={type:"release",in:i};Kt.postMessage(t);});lo(i);},sd=async(i,e,o,t,r,n)=>{if(Je()){if(o.some(s=>s[3]!=="cpu"))throw new Error("input tensor on GPU is not supported for proxy.");if(r.some(s=>s))throw new Error("pre-allocated output tensor is not supported for proxy.");return Tr(),new Promise((s,a)=>{xr("run",[s,a]);let u=o,l={type:"run",in:{sessionId:i,inputIndices:e,inputs:u,outputIndices:t,options:n}};Kt.postMessage(l,po(u));})}else return fo(i,e,o,t,r,n)},ud=async i=>{if(Je())return Tr(),new Promise((e,o)=>{xr("end-profiling",[e,o]);let t={type:"end-profiling",in:i};Kt.postMessage(t);});co(i);};});var ld,Mg,wo,fd=O(()=>{Yt();ta();Ji();oo();Yi();ld=(i,e)=>{switch(i.location){case "cpu":return [i.type,i.dims,i.data,"cpu"];case "gpu-buffer":return [i.type,i.dims,{gpuBuffer:i.gpuBuffer},"gpu-buffer"];case "ml-tensor":return [i.type,i.dims,{mlTensor:i.mlTensor},"ml-tensor"];default:throw new Error(`invalid data location: ${i.location} for ${e()}`)}},Mg=i=>{switch(i[3]){case "cpu":return new yt(i[0],i[2],i[1]);case "gpu-buffer":{let e=i[0];if(!bo(e))throw new Error(`not supported data type: ${e} for deserializing GPU tensor`);let{gpuBuffer:o,download:t,dispose:r}=i[2];return yt.fromGpuBuffer(o,{dataType:e,dims:i[1],download:t,dispose:r})}case "ml-tensor":{let e=i[0];if(!go(e))throw new Error(`not supported data type: ${e} for deserializing MLTensor tensor`);let{mlTensor:o,download:t,dispose:r}=i[2];return yt.fromMLTensor(o,{dataType:e,dims:i[1],download:t,dispose:r})}default:throw new Error(`invalid data location: ${i[3]}`)}},wo=class{async fetchModelAndCopyToWasmMemory(e){return od(await jr(e))}async loadModel(e,o){Fe();let t;typeof e=="string"?t=await this.fetchModelAndCopyToWasmMemory(e):t=e,[this.sessionId,this.inputNames,this.outputNames]=await id(t,o),Ce();}async dispose(){return ad(this.sessionId)}async run(e,o,t){Fe();let r=[],n=[];Object.entries(e).forEach(d=>{let y=d[0],T=d[1],v=this.inputNames.indexOf(y);if(v===-1)throw new Error(`invalid input '${y}'`);r.push(T),n.push(v);});let s=[],a=[];Object.entries(o).forEach(d=>{let y=d[0],T=d[1],v=this.outputNames.indexOf(y);if(v===-1)throw new Error(`invalid output '${y}'`);s.push(T),a.push(v);});let u=r.map((d,y)=>ld(d,()=>`input "${this.inputNames[n[y]]}"`)),l=s.map((d,y)=>d?ld(d,()=>`output "${this.outputNames[a[y]]}"`):null),f=await sd(this.sessionId,n,u,a,l,t),p={};for(let d=0;d<f.length;d++)p[this.outputNames[a[d]]]=s[d]??Mg(f[d]);return Ce(),p}startProfiling(){}endProfiling(){ud(this.sessionId);}};});var pd={};Or(pd,{OnnxruntimeWebAssemblyBackend:()=>vo,initializeFlags:()=>cd,wasmBackend:()=>Ug});var cd,vo,Ug,dd=O(()=>{Yt();ta();fd();Vr();cd=()=>{if((typeof z.wasm.initTimeout!="number"||z.wasm.initTimeout<0)&&(z.wasm.initTimeout=0),z.wasm.simd===false&&console.warn('Deprecated property "env.wasm.simd" is set to false. non-SIMD build is no longer provided, and this setting will be ignored.'),typeof z.wasm.proxy!="boolean"&&(z.wasm.proxy=false),typeof z.wasm.trace!="boolean"&&(z.wasm.trace=false),typeof z.wasm.numThreads!="number"||!Number.isInteger(z.wasm.numThreads)||z.wasm.numThreads<=0)if(typeof self<"u"&&!self.crossOriginIsolated)z.wasm.numThreads=1;else {let i=typeof navigator>"u"?Co("node:os").cpus().length:navigator.hardwareConcurrency;z.wasm.numThreads=Math.min(4,Math.ceil((i||1)/2));}},vo=class{async init(e){cd(),await rd(),await nd(e);}async createInferenceSessionHandler(e,o){let t=new wo;return await t.loadModel(e,o),Promise.resolve(t)}},Ug=new vo;});Yt();Yt();Yt();var Ds="1.20.1";{let i=(Fp(),sn(Bp)).onnxjsBackend;nr("webgl",i,-10);}{let i=(dd(),sn(pd)).wasmBackend;nr("cpu",i,10),nr("wasm",i,10);}Object.defineProperty(z.versions,"web",{value:Ds,enumerable:true});/*! Bundled license information:
long/index.js:
(**
* @license
* Copyright 2009 The Closure Library Authors
* Copyright 2020 Daniel Wirtz / The long.js Authors.
*
* 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.
*
* SPDX-License-Identifier: Apache-2.0
*)
*/
// prettier-ignore
const charArray = ["", "掀", "袜", "顧", "徕", "榱", "荪", "浡", "其", "炎", "玉", "恩", "劣", "徽",
"廉", "桂", "拂",
"鳊", "撤",
"赏", "哮", "侄", "蓮", "И", "进", "饭", "饱", "优", "楸", "礻", "蜉", "營", "伙",
"杌", "修", "榜",
"准", "铒",
"戏", "赭", "襟", "彘", "彩", "雁", "闽", "坎", "聂", "氡", "辜", "苁", "潆", "摁",
"月", "稇", "而",
"醴", "簉",
"卑", "妖", "埽", "嘡", "醛", "見", "煎", "汪", "秽", "迄", "噭", "焉", "钌", "瑕",
"玻", "仙", "蹑",
"钀", "翦",
"丰", "矗", "2", "胚", "镊", "镡", "鍊", "帖", "僰", "淀", "吒", "冲", "挡", "粼",
"螈", "缵", "孺",
"侦", "曷",
"渐", "敷", "投", "宸", "祉", "柳", "尖", "梃", "淘", "臁", "躇", "撖", "惭", "狄",
"聢", "官", "狴",
"诬", "骄",
"跻", "場", "姻", "钎", "藥", "綉", "驾", "舻", "黢", "鲦", "蜣", "渖", "绹", "佰",
"怜", "三", "痪",
"眍", "养",
"角", "薜", "濑", "劳", "戟", "傎", "纫", "徉", "收", "稍", "虫", "螋", "鬲", "捌",
"陡", "蓟", "邳",
"蹢", "涉",
"煋", "端", "懷", "椤", "埶", "廊", "免", "秫", "猢", "睐", "臺", "擀", "布", "麃",
"彗", "汊", "芄",
"遣", "胙",
"另", "癯", "徭", "疢", "茆", "忡", "＇", "烃", "笕", "薤", "肆", "熛", "過", "盖",
"跷", "呷", "痿",
"沖", "魍",
"讣", "庤", "弑", "诩", "庵", "履", "暮", "始", "滟", "矅", "蛹", "鸿", "啃", "铋",
"沿", "鐾", "酆",
"團", "恙",
"閥", "聒", "讵", "颠", "沾", "堅", "踣", "陴", "覃", "滙", "浐", "钇", "脆", "炙",
"亮", "觌", "産",
"汩", "鸭",
"斄", "堆", "掭", "揞", "鹂", "郫", "瘅", "蚂", "揩", "学", "组", "浸", "腙", "耀",
"嗛", "局", "蠓",
"肠", "昏",
"Ｉ", "岑", "镯", "憧", "油", "泸", "鸟", "潇", "蕻", "褒", "瞧", "旸", "昭", "庐",
"鞒", "内", "痈",
"己", "曙",
"怠", "锟", "晞", "耢", "鲢", "醦", "糕", "療", "寇", "梵", "黾", "呻", "苒", "ü",
"校", "嘏", "昃",
"Ⅰ", "蕰",
"凖", "嵛", "裨", "筏", "匜", "咋", "乏", "婵", "镂", "珰", "感", "蔗", "蚵", "庞",
"弢", "槟", "口",
"漉", "﹒",
"咂", "俩", "增", "硐", "襙", "绉", "卿", "距", "璱", "猖", "铚", "郚", "嬖", "缒",
"阃", "扞", "Ｖ",
"望", "最",
"浔", "骜", "赃", "闻", "砍", "奸", "灶", "以", "获", "鳎", "浦", "罐", "孓", "纭",
"瘀", "普", "氰",
"塮", "症",
"顷", "们", "螓", "蛸", "鵰", "册", "美", "萨", "沘", "犰", "嫌", "名", "）", "懦",
"滇", "F", "垡",
"声", "毅",
"隅", "鲎", "煨", "萦", "宜", "唇", "鯨", "邛", "杲", "赜", "长", "魂", "桠", "锇",
"搓", "俘", "仰",
"膘", "宦",
"歹", "遁", "猃", "噉", "幂", "糜", "嗤", "周", "剂", "曦", "暧", "焖", "髻", "釐",
"泰", "窟", "檎",
"旧", "犀",
"镄", "百", "取", "岍", "逗", "叽", "呃", "鲪", "萬", "陈", "7", "習", "区", "逄",
"宏", "罡", "漭",
"盗", "郿",
"般", "谢", "倪", "纵", "婶", "砧", "揖", "扪", "濒", "愤", "茓", "浞", "子", "揄",
"旌", "趄", "樊",
"醑", "遄",
"婚", "汶", "矩", "裈", "弊", "呱", "铳", "勿", "蚴", "忿", "褓", "缚", "酱", "璞",
"庆", "除", "礌",
"珩", "榨",
"鼢", "逞", "容", "圯", "猛", "陌", "-", "嚯", "镘", "鱾", "睚", "猬", "杜", "鳓",
"燈", "計", "咣",
"炜", "睁",
"箱", "邮", "略", "馇", "逐", "雀", "僬", "髯", "奖", "俱", "－", "绗", "犏", "辱",
"忑", "挽", "康",
"蝼", "栏",
"模", "辒", "•", "儋", "罱", "墈", "会", "秀", "栈", "缔", "醜", "蚣", "阮", "鼗",
"眼", "湧", "沁",
"夥", "毕",
"媚", "瘳", "痣", "搴", "闿", "遍", "焰", "岣", "舱", "埌", "麿", "嘿", "靽", "体",
"想", "霓", "钛",
"摽", "苑",
"芳", "技", "綮", "钅", "燠", "栾", "年", "悱", "腹", "员", "呕", "闇", "嗫", "檩",
"荒", "溱", "舨",
"峙", "卒",
"洑", "预", "弯", "蔷", "叵", "锯", "慈", "牧", "患", "贇", "偷", "鲜", "锓", "躔",
"嚬", "烈", "娌",
"嘲", "详",
"麺", "舒", "厨", "徵", "葹", "只", "篦", "鹀", "剕", "驳", "聍", "黧", "砾", "暅",
"褫", "呈", "森",
"结", "龛",
"钲", "轧", "扔", "蕹", "赵", "涒", "冯", "渲", "缭", "坚", "趼", "鲑", "倫", "门",
"班", "垚", "鞍",
"菘", "畐",
"僇", "侉", "禢", "轳", "饦", "兽", "呯", "捂", "樨", "卧", "栝", "豭", "冶", "鉰",
"申", "蜈", "印",
"缨", "镫",
"蕾", "圜", "扑", "娉", "烦", "缳", "广", "峄", "獒", "铔", "奁", "醚", "倥", "蹇",
"阚", "镆", "煺",
"德", "颉",
"嗅", "绷", "蒯", "祺", "崧", "往", "枨", "涡", "鲲", "瓅", "岌", "肘", "飔", "缘",
"千", "棱", "溶",
"窣", "篼",
"代", "捡", "送", "咡", "术", "滑", "茜", "晾", "挤", "曳", "糈", "Ｇ", "翊", "殴",
"妹", "溥", "璆",
"烩", "拙",
"襄", "几", "嘴", "D", "驮", "淙", "蹐", "合", "環", "剑", "怪", "褂", "畑", "燏",
"订", "珪", "≥",
"瘟", "耷",
"槑", "衷", "猕", "迁", "霎", "槜", "﹖", "鋈", "苹", "嫣", "祜", "李", "鄒", "噢",
"萄", "仝", "纨",
"直", "悛",
"拣", "远", "诏", "圧", "躬", "蝟", "總", "眆", "筻", "硇", "鳁", "眠", "钆", "泞",
"猱", "宾", "酞",
"募", "螳",
"腴", "念", "宠", "唯", "怊", "勃", "M", "兿", "蟑", "妁", "掸", "拌", "铸", "讼",
"诟", "锺", "Ω",
"竟", "羚",
"剽", "C", "苦", "煳", "罢", "跨", "～", "豸", "±", "俬", "捺", "彦", "钣", "鋆", "用",
"缤", "搁",
"徼", "谦",
"筘", "嗨", "扮", "旇", "折", "咯", "昆", "叟", "垂", "箐", "捻", "燕", "島", "瞀",
"鮮", "屡", "點",
"瘭", "恚",
"旚", "丟", "捽", "菁", "瀑", "炕", "蹩", "芒", "r", "是", "媾", "鹝", "囵", "萤",
"拷", "频", "埴",
"课", "癍",
"袱", "螯", "谘", "榛", "Y", "缣", "裔", "憩", "相", "觀", "晗", "坳", "炔", "勉",
"汆", "钡", "舐",
"衫", "疫",
"鲙", "蘩", "穈", "殁", "九", "泻", "咤", "構", "谆", "陕", "装", "蔡", "画", "介",
"苋", "務", "敝",
"俟", "帇",
"鸺", "贸", "茗", "肃", "滪", "输", "瘗", "菽", "饹", "诉", "遐", "浑", "扎", "卟",
"铀", "邗", "觋",
"嘎", "塑",
"潏", "金", "姘", "潋", "逵", "鲻", "逯", "炮", "甄", "髡", "剩", "嗬", "芴", "屋",
"改", "骣", "芪",
"邠", "痋",
"珑", "帆", "狙", "八", "奔", "族", "轵", "氖", "雕", "痧", "眊", "胛", "酉", "鲼",
"砣", "猸", "餮",
"郇", "沫",
"跖", "蝉", "屑", "辘", "閣", "涑", "邡", "篃", "交", "笼", "颇", "贻", "魄", "黡",
"劂", "糠", "炅",
"帨", "苍",
"瓴", "粤", "莎", "朿", "埔", "绸", "齁", "鱿", "惨", "腢", "郡", "棠", "猫", "脑",
"風", "蚱", "捐",
"嵌", "胱",
"馗", "竽", "泥", "辍", "怖", "雾", "絮", "淼", "筝", "碲", "悼", "龀", "の", "珥",
"忐", "溲", "昕",
"荔", "掂",
"瘦", "僭", "蔌", "抺", "椅", "誉", "扯", "僜", "停", "衉", "汇", "赔", "眄", "呙",
"咙", "剿", "次",
"蛟", "嗓",
"』", "汕", "詈", "帘", "踧", "姁", "血", "堪", "喜", "滩", "璎", "胄", "俨", "眚",
"凌", "拽", "滔",
"⑿", "嬃",
"―", "汐", "潭", "阡", "呓", "婷", "执", "妊", "恂", "妥", "鳘", "蔫", "设", "睒",
"笪", "謇", "鞋",
"谍", "黯",
"虍", "馬", "蚧", "骑", "峤", "舾", "儀", "駡", "β", "蓑", "柏", "痒", "蒇", "痕",
"妍", "熠", "僻",
"爬", "迭",
"畫", "绰", "湯", "凭", "菼", "懈", "顒", "午", "箪", "糙", "址", "钼", "堵", "佘",
"侍", "卤", "(",
"榚", "泽",
"溘", "蟹", "b", "燁", "颂", "菠", "榉", "鲡", "埸", "荛", "歘", "断", "邸", "贡",
"礞", "蔼", "脸",
"爪", "帜",
"翡", "仟", "皎", "辆", "滫", "昔", "™", "柬", "弓", "遇", "杪", "侨", "娓", "镪",
"觑", "一", "踌",
"牟", "褡",
"厩", "晌", "每", "娘", "渤", "c", "咫", "成", "颏", "孩", "鼓", "瞌", "槁", "捒",
"阉", "伉", "癣",
"胞", "鲟",
"瓤", "杅", "紡", "喂", "掠", "镜", "镧", "侞", "赦", "貝", "丕", "臧", "Ｌ", "池",
"彷", "棓", "锽",
"渊", "食",
"饨", "堡", "玥", "氣", "讽", "敬", "闺", "帡", "携", "哫", "珈", "魆", "哄", "旁",
"喻", "泄", "畎",
"郁", "唅",
"葜", "繪", "飐", "谶", "聆", "斝", "谥", "辉", "髅", "進", "吧", "蹀", "铛", "笛",
"睥", "楼", "凝",
"況", "鸷",
"苠", "饺", "沙", "缴", "块", "梢", "慝", "珐", "鄏", "霰", "迸", "氆", "趵", "棣",
"鳔", "祆", "☆",
"苯", "恁",
"螨", "庭", "缠", "槠", "津", "髋", "诔", "葶", "蜾", "坻", "蒹", "摔", "向", "垩",
"蹭", "淇", "筛",
"滬", "玡",
"铺", "逼", "劵", "绲", "团", "鳀", "常", "玖", "擢", "株", "铵", "樽", "弭", "醇",
"糨", "璈", "曩",
"潔", "祘",
"磨", "希", "鲅", "擂", "谗", "唳", "欷", "欧", "绋", "庙", "琬", "稳", "糊", "拥",
"霪", "浼", "翎",
"俜", "摸",
"筚", "巯", "墼", "苫", "缩", "镚", "婪", "圹", "咚", "儿", "蒽", "婆", "鲐", "雹",
"霞", "嶪", "濠",
"琉", "澌",
"媢", "禤", "摺", "掏", "矢", "艄", "围", "呸", "寺", "拤", "氐", "柝", "跎", "僖",
"挢", "茨", "涮",
"缫", "撸",
"荨", "嶷", "廋", "魋", "付", "喋", "蜗", "邙", "棹", "璪", "倡", "鞭", "游", "錦",
"眬", "抒", "眈",
"培", "夏",
"黔", "獐", "皋", "戛", "鲀", "垒", "耽", "纤", "漩", "铈", "握", "窝", "芋", "濞",
"截", "零", "敖",
"眸", "怦",
"噎", "簋", "掳", "妣", "湃", "璠", "殄", "觞", "桅", "笋", "鲞", "踯", "傀", "犨",
"抵", "疰", "暌",
"耖", "供",
"枳", "怂", "娶", "鸩", "捣", "庸", "逡", "懋", "颃", "長", "鼫", "姮", "蹈", "耵",
"乂", "骐", "殇",
"膏", "仳",
"冥", "梭", "洵", "碣", "昝", "仉", "軒", "隍", "更", "な", "嵕", "拜", "粑", "鲴",
"吇", "秃", "尕",
"魃", "狨",
"臛", "蟥", "胨", "注", "谁", "张", "才", "尸", "派", "矮", "洳", "舟", "溺", "锴",
"寓", "籴", "夕",
"叭", "荠",
"澼", "劃", "久", "私", "炉", "娟", "麤", "稂", "河", "纴", "夺", "亏", "焙", "。",
"塗", "蜩", "栌",
"渡", "薰",
"崋", "揿", "漤", "啾", "郏", "舣", "卉", "爱", "牚", "撵", "钺", "再", "企", "笺",
"疾", "承", "俾",
"瞈", "邰",
"汾", "瘛", "檫", "蒎", "觅", "绀", "掎", "Ｕ", "赓", "匳", "聘", "蛤", "跤", "嗜",
"洼", "歔", "弟",
"飕", "莼",
"嫉", "那", "滈", "践", "僦", "偎", "扢", "绚", "乕", "旳", "招", "饯", "®", "攸",
"鞁", "囫", "铨",
"陒", "鷄",
"畀", "韨", "經", "纾", "萸", "肴", "→", "宗", "迳", "鳞", "亚", "搂", "喀", "狮",
"坦", "瞥", "采",
"姝", "钳",
"□", "剌", "維", "葸", "鼩", "公", "刀", "沩", "喔", "泺", "哉", "徨", "篝", "掊",
"沕", "运", "偆",
"浒", "语",
"乇", "仪", "萝", "疍", "踽", "碡", "熰", "荞", "嚓", "天", "饰", "泵", "械", "孑",
"蛰", "荟", "源",
"峡", "矜",
"睬", "噬", "腆", "婉", "‘", "等", "誓", "辀", "岖", "琖", "碜", "霍", "怼", "唛",
"弈", "淑", "疆",
"晴", "镴",
"鸡", "埚", "焕", "芦", "唻", "踅", "吴", "殡", "唏", "吨", "寡", "鹉", "絲", "坉",
"會", "埭", "Ⅲ",
"捏", "墅",
"卓", "叙", "徇", "柜", "各", "荭", "J", "恝", "囐", "蓉", "犋", "叡", "莺", "颌",
"蒸", "饸", "疋",
"玊", "兢",
"鱽", "藍", "杳", "辂", "獘", "拔", "侪", "湍", "膂", "渔", "瘊", "雉", "稁", "職",
"僤", "鄳", "祁",
"稱", "I",
"裴", "锉", "曹", "鲶", "挨", "哑", "鷪", "鏠", "煞", "师", "蛲", "牁", "琅", "告",
"媒", "祭", "确",
"荚", "亰",
"蝗", "阗", "歩", "疲", "f", "唣", "愛", "郾", "棍", "山", "狲", "纽", "蚡", "栂",
"馓", "诊", "猴",
"喤", "来",
"继", "桎", "嬛", "骞", "邴", "暄", "贼", "昴", "廿", "克", "耔", "彤", "鹭", "葓",
"骢", "龁", "鏡",
"瀚", "赅",
"韩", "譄", "榷", "殚", "膛", "须", "、", "砖", "唶", "番", "蛘", "畴", "铠", "亢",
"氓", "铰", "炻",
"筫", "迢",
"兰", "玺", "砻", "积", "莜", "吸", "监", "膦", "迪", "迷", "冷", "哀", "贳", "瞄",
"器", "鹡", "惺",
"徐", "酢",
"寒", "Ⓡ", "倾", "飞", "楽", "涢", "队", "舆", "赤", "璩", "戳", "殳", "掮", "舴",
"蜷", "宄", "拴",
"癌", "舛",
"婀", "抟", "靡", "骍", "揸", "思", "慧", "平", "橘", "臭", "硖", "卬", "畈", "兠",
"茸", "脂", "魚",
"晩", "御",
"龋", "涣", "罨", "爍", "糌", "汧", "缐", "贽", "要", "祀", "鲊", "爼", "獯", "瀣",
"棋", "肈", "佣",
"娣", "柩",
"枸", "偃", "v", "唷", "劍", "榴", "槐", "漫", "洽", "蒡", "籼", "魔", "峋", "第",
"歙", "萧", "谮",
"埯", "撮",
"马", "绡", "裘", "鹋", "蓬", "显", "噶", "倒", "镳", "艽", "窬", "拳", "樯", "跋",
"詹", "钥", "心",
"嶽", "嚋",
"戎", "吕", "涂", "悃", "麦", "骋", "推", "箩", "硚", "匆", "村", "五", "杨", "凑",
"鞫", "镰", "伥",
"诒", "纣",
"崃", "鸻", "翰", "辌", "廛", "證", "舢", "盼", "腿", "圳", "贱", "皿", "隆", "屈",
"龏", "瓒", "顏",
"↓", "赈",
"煙", "窍", "韧", "壁", "莰", "箬", "蹋", "褰", "峥", "悚", "坜", "环", "回", "疼",
"渍", "蝄", "东",
"臂", "坩",
"走", "痍", "或", "蜀", "熳", "蜻", "佐", "懿", "嚅", "紗", "螭", "忖", "顶", "狡",
"吲", "洣", "帛",
"呶", "柞",
"柫", "酿", "粥", "琢", "呵", "踝", "榀", "呲", "價", "鼋", "欺", "此", "背", "猎",
"昱", "濡", "稚",
"欠", "暇",
"茬", "牙", "迹", "尼", "氛", "膠", "缯", "娼", "骚", "姒", "鬟", "霁", "鲔", "者",
"驰", "倩", "馉",
"工", "芬",
"烙", "卦", "Ｃ", "裂", "垲", "摆", "珮", "缏", "杞", "绘", "司", "如", "姞", "荆",
"挖", "跗", "伍",
"氚", "钘",
"郢", "轱", "篆", "吭", "夡", "鹫", "讷", "轺", "！", "匈", "待", "聱", "黏", "海",
"蹶", "趋", "鎮",
"觊", "江",
"咸", "富", "艴", "稗", "钜", "搏", "壶", "鲮", "薪", "猞", "轰", "踪", "赣", "循",
"序", "噻", "若",
"裾", "许",
"癞", "吓", "判", "踔", "查", "蚀", "［", "樓", "坌", "岳", "榄", "役", "倜", "⒂",
"旭", "溆", "惯",
"咀", "跫",
"选", "囱", "污", "镶", "⒁", "淠", "氮", "酯", "寅", "芼", "炊", "夯", "郪", "农",
"褲", "嘬", "蹻",
"烔", "罄",
"开", "靴", "镇", "杯", "羰", "硪", "籍", "摘", "馀", "餐", "眯", "⑴", "呗", "巫",
"幤", "蒤", "蒗",
"镥", "檵",
"盛", "純", "娃", "●", "耿", "巡", "婴", "槔", "i", "颊", "Ⅳ", "栅", "绅", "邘", "冉",
"碧", "使",
"熨", "羞",
"扼", "漳", "觯", "楊", "励", "逑", "咄", "之", "斤", "嘣", "鹰", "媸", "鲂", "褚",
"磚", "琨", "聪",
"牖", "太",
"蓍", "涫", "≤", "虽", "鸽", "燧", "褊", "聿", "壬", "然", "疚", "莲", "悴", "簃",
"颓", "坠", "瞬",
"汳", "l",
"登", "瘼", "窳", "桤", "縯", "匣", "坡", "↑", "愦", "攘", "渭", "嬢", "鲰", "性",
"楚", "澈", "赪",
"達", "鄯",
"罅", "帽", "茠", "底", "嫜", "奏", "浅", "荽", "楹", "鼍", "枵", "嗔", "滍", "椴",
"嵩", "氤", "搠",
"两", "榔",
"树", "吝", "基", "峂", "栎", "侮", "舸", "遂", "颡", "锷", "杼", "酔", "幄", "哽",
"睢", "陔", "※",
"嚆", "宬",
"宽", "髦", "笾", "保", "蹊", "榕", "咏", "椋", "丧", "裤", "骛", "逧", "弇", "崆",
"樘", "疤", "鸤",
"伞", "抚",
"诎", "诵", "豢", "佳", "差", "埝", "极", "黍", "煜", "曰", "阱", "悞", "叹", "垤",
"藁", "嗵", "崔",
"卫", "珂",
"憯", "蔬", "菜", "碑", "扈", "铆", "夹", "衡", "弱", "挈", "徜", "疠", "丶", "遠",
"提", "斧", "炟",
"肺", "B",
"她", "晟", "谎", "邱", "粳", "酽", "爨", "鬼", "伧", "兹", "嶓", "谤", "饕", "揶",
"谱", "歡", "髪",
"餍", "泳",
"郞", "谣", "汉", "褐", "非", "刽", "缅", "饴", "齐", "兴", "涯", "芫", "凡", "褶",
"晡", "努", "蚶",
"彥", "皤",
"砌", "黼", "吹", "指", "㙟", "蓁", "鹜", "話", "拊", "辨", "盎", "肌", "旘", "软",
"颍", "甏", "滚",
"旦", "滨",
"间", "尴", "对", "鄘", "称", "镗", "咅", "璐", "怔", "垛", "洎", "瓮", "绨", "脚",
"遒", "吊", "纸",
"蹅", "经",
"泉", "武", "汀", "歪", "败", "拾", "铪", "吼", "邹", "磊", "论", "岛", "厍", "锛",
"芎", "芭", "音",
"澧", "镕",
"锒", "宙", "牵", "忱", "嫔", "麯", "澉", "擐", "砥", "撞", "痴", "盹", "畿", "厾",
"酸", "俑", "脽",
"鸈", "枷",
"咨", "蔹", "诂", "胰", "董", "脶", "黩", "髓", "鉵", "澎", "鲽", "梧", "樱", "诜",
"鲯", "跂", "盂",
"浴", "苻",
"锅", "實", "碁", "嘛", "氕", "艮", "涟", "绢", "姿", "茝", "砘", "簿", "穷", "镃",
"∈", "抽", "事",
"誜", "窅",
"瀘", "鲹", "兖", "嵎", "陧", "榍", "轶", "柿", "藤", "薏", "娆", "骷", "梅", "摒",
"睪", "剪", "羸",
"忧", "邝",
"跺", "旆", "堕", "伫", "绍", "疵", "樟", "–", "绾", "蜴", "靸", "侃", "瘘", "珧",
"遨", "縠", "信",
"充", "桔",
"黇", "劬", "脒", "良", "俵", "颙", "轹", "犿", "屐", "牾", "４", "兮", "澝", "汗",
"沼", "铲", "濋",
"鹬", "丝",
"妫", "重", "蒺", "磲", "曚", "尔", "国", "桐", "俣", "剐", "哼", "恹", "哧", "藔",
"谓", "轨", "眩",
"痞", "添",
"鬯", "库", "梱", "婕", "蜢", "贿", "敕", "泯", "羟", "龇", "垸", "左", "肖", "辎",
"鞣", "谄", "可",
"腺", "末",
"狞", "贷", "嗌", "仕", "楞", "膻", "臻", "欻", "洲", "所", "檀", "抔", "罹", "牒",
"仫", "芨", "柄",
"嫩", "酒",
"祙", "渠", "的", "笨", "鳐", "楡", "过", "苡", "核", "拖", "阢", "莒", "凤", "锋",
"`", "硎", "弁",
"鬶", "朐",
"忏", "於", "昊", "剟", "咳", "湘", "日", "满", "哨", "螵", "餪", "放", "佶", "葵",
"硷", "ｃ", "抱",
"锥", "芮",
"啻", "惊", "峁", "琊", "嶲", "撺", "煅", "屏", "袗", "鄞", "梓", "鹌", "宅", "赂",
"鱼", "洱", "騳",
"E", "物",
"觏", "雙", "瑀", "上", "淩", "愀", "❋", "鄙", "憝", "沛", "硫", "产", "垯", "亁",
"枭", "堰", "赑",
"趾", "庹",
"腭", "迨", "拚", "晒", "蜇", "扣", "纰", "闵", "窭", "椽", "菏", "嘁", "伛", "郸",
"素", "殷", "表",
"躞", "笸",
"耻", "荧", "辛", "篑", "馈", "壮", "耩", "宛", "慰", "盡", "塆", "铯", "苏", "王",
"桕", "⑧", "°",
"浚", "栉",
"朘", "虚", "骆", "坂", "秤", "鲋", "蕊", "渝", "呦", "潼", "驱", "诼", "峇", "盤",
"趴", "肄", "笑",
"讹", "貋",
"穂", "啼", "趟", "暽", "傣", "蜎", "挎", "陳", "勖", "戴", "旃", "瞎", "舌", "幻",
"喾", "赁", "Ｅ",
"播", "诀",
"蟛", "鹛", "骶", "輸", "連", "醳", "逅", "奉", "崖", "娩", "幔", "佃", "扅", "阔",
"生", "贬", "疯",
"珀", "苶",
"屯", "裣", "蹯", "蝮", "解", "陂", "疝", "茈", "帑", "议", "仲", "埙", "竺", "峰",
"遮", "涎", "穸",
"阂", "潵",
"镱", "例", "荑", "u", "脎", "衍", "轲", "⑵", "虾", "颚", "钞", "²", "伴", "根", "沣",
"腌", "户",
"~", "辙",
"愧", "噤", "觥", "波", "铗", "纂", "鲺", "僚", "毐", "〇", "桼", "祗", "慢", "啵",
"坏", "吗", "嗞",
"甬", "曈",
"徹", "灏", "混", "渌", "括", "脖", "汝", "現", "訇", "紅", "飘", "虢", "腱", "旄",
"嬴", "昨", "孀",
"蚁", "呛",
"讳", "病", ",", "喈", "蒋", "镭", "葩", "耲", "鳈", "锄", "喘", "返", "傕", "咆",
"享", "枥", "瓠",
"茳", "铱",
"脘", "暹", "廒", "爝", "橹", "瞑", "铎", "岢", "叁", "翏", "捭", "賀", "悉", "帝",
"芥", "牀", "闌",
"毯", "亍",
"弧", "锆", "币", "祊", "纔", "齑", "肟", "绤", "獨", "翚", "颢", "係", "鍪", "粉",
"统", "诗", "娜",
"褥", "鈺",
"湔", "呤", "犸", "湨", "泣", "蟾", "犾", "烛", "斐", "朦", "室", "诨", "榭", "煦",
"醺", "敞", "燮",
"糅", "衽",
"孔", "猄", "疭", "辰", "钽", "胁", "釆", "钉", "胤", "涧", "弼", "濯", "汨", "颖",
"茫", "皑", "遏",
"捃", "坭",
"燴", "肩", "滞", "玢", "巽", "砺", "蜿", "毁", "億", "骥", "本", "忽", "肚", "搽",
"靰", "郴", "跆",
"客", "酣",
"α", "屎", "辩", "殂", "垝", "紫", "秦", "喇", "凶", "傧", "铐", "蘊", "補", "贤",
"竿", "途", "慗",
"榖", "券",
"莠", "逆", "鳇", "误", "崟", "妇", "磷", "捧", "莸", "⇋", "绺", "稻", "填", "逋",
"侈", "隶", "侵",
"翥", "惘",
"惧", "鸥", "赠", "壳", "芯", "巩", "獗", "硅", "搎", "鲛", "9", "夸", "穆", "缜",
"诓", "观", "薛",
"咎", "杧",
"页", "饫", "瑟", "率", "礤", "悭", "畔", "匯", "匮", "鼠", "犒", "芡", "傍", "嫂",
"啸", "鄉", "哭",
"鄱", "捷",
"靺", "嚒", "嘀", "哒", "#", "拼", "钚", "魁", "霣", "眶", "郊", "死", "愁", "箭",
"鼙", "签", "害",
"斛", "睑",
"蟜", "余", "墨", "様", "读", "養", "貉", "较", "浆", "翩", "徂", "冕", "铧", "列",
"诈", "穝", "缑",
"纲", "志",
"舀", "甾", "举", "馁", "ä", "畹", "榼", "垢", "襁", "麟", "灭", "佴", "镩", "酝",
"柒", "梯", "傈",
"萭", "悫",
"莨", "搞", "＋", "兄", "偲", "攀", "曝", "嵝", "喳", "从", "遶", "撴", ".", "鄄",
"欲", "挺", "娡",
"发", "速",
"胲", "褀", "态", "行", "蚓", "坼", "适", "厦", "寐", "带", "緃", "醤", "珽", "‧",
"溍", "斋", "鐀",
"朝", "欢",
"传", "築", "咪", "据", "蹜", "医", "妄", "肇", "囝", "怡", "镎", "桩", "轩", "岔",
"腐", "矽", "媵",
"搒", "菔",
"拘", "Ｄ", "欃", "唧", "瞒", "郈", "绦", "吟", "撝", "醉", "镣", "匝", "拎", "砒",
"顸", "袁", "驼",
"愔", "实",
"國", "奧", "胩", "府", "逾", "愕", "廷", "碌", "锖", "狩", "褴", "镢", "芷", "娥",
"唤", "┌", "云",
"О", "檔",
"驴", "躯", "驺", "洃", "檑", "窴", "（", "腕", "立", "楯", "齮", "〔", "漆", "k", "芍",
"蹽", "鬓",
"概", "楣",
"唐", "闲", "糗", "旱", "幸", "腽", "嗄", "迂", "镠", "顿", "扥", "圃", "烜", "馍",
"佝", "岷", "童",
"悦", "┐",
"铌", "袈", "靓", "骸", "和", "乔", "灸", "泓", "临", "睿", "掖", "偿", "鐘", "犁",
"祓", "鈴", "搌",
"授", "鹳",
"赢", "怅", "絪", "硬", "芙", "螅", "”", "傢", "避", "裕", "歁", "全", "衰", "仃",
"媛", "鬻", "跽",
"沌", "急",
"猷", "激", "巉", "哝", "渣", "笫", "跳", "螫", "熜", "Ｚ", "筷", "佩", "啶", "萃",
"頫", "荙", "出",
"孽", "钟",
"戡", "釉", "咬", "滦", "鹇", "贯", "鹮", "具", "翁", "机", "濱", "谳", "釣", "懑",
"葛", "袯", "谭",
"质", "胴",
"誊", "侗", "⑩", "静", "蚜", "溋", "嫪", "嗲", "瑭", "座", "舫", "靶", "棘", "泊",
"嵖", "摧", "勋",
"僡", "藉",
"疖", "巂", "随", "罾", "崚", "猹", "憨", "苘", "斓", "鼷", "利", "谲", "剔", "艺",
"箓", "蛀", "鲚",
"搐", "裟",
"捶", "绌", "揪", "帮", "缥", "匍", "冀", "杻", "逛", "邑", "禾", "郰", "黜", "丘",
"樂", "滌", "緣",
"胃", "苄",
"巾", "瑜", "元", "蝶", "层", "烧", "级", "岭", "蘭", "繇", "蝓", "洞", "奢", "则",
"政", "矾", "啭",
"瘠", "碴",
"忤", "身", "匠", "警", "饩", "犬", "皲", "箔", "豕", "虑", "草", "喟", "芤", "逭",
"艳", "幡", "姚",
"賓", "饪",
"卯", "敌", "烽", "嫚", "黝", "豺", "㭗", "教", "偕", "板", "茹", "孤", "人", "狻",
"寰", "厕", "玲",
"璨", "锵",
"搛", "勍", "匾", "聃", "奘", "垃", "焓", "喽", "嫫", "貌", "瘐", "嚰", "孟", "衔",
"郎", "账", "础",
"电", "黑",
"骁", "拨", "濆", "圉", "刮", "闭", "竣", "铅", "羔", "硌", "筑", "难", "管", "苕",
"眺", "嫄", "竖",
"榟", "崴",
"摭", "狐", "娑", "②", "罽", "谊", "←", "狳", "铫", "凯", "狉", "９", "肪", "崤", "莊",
"妨", "缶",
"滃", "瀦",
"揉", "肫", "恧", "糯", "嵬", "５", "裆", "嚷", "稣", "隐", "仂", "て", "驹", "籽",
"肢", "尘", "苈",
"撷", "镲",
"趹", "晤", "唱", "鉏", "篌", "驩", "雍", "闳", "拄", "藜", "朴", "伺", "诳", "房",
"吱", "Й", "鳄",
"罿", "祧",
"酩", "郅", "耎", "尜", "绝", "禅", "揠", "鎏", "慕", "麥", "呜", "鸫", "党", "尝",
"砑", "牌", "踉",
"刨", "襻",
"㾄", "螽", "谌", "止", "抑", "爻", "磬", "铄", "蓠", "委", "汲", "鹑", "╱", "嚣",
"彝", "穄", "穹",
"態", "醋",
"⒀", "叼", "婳", "簌", "渥", "很", "甸", "帅", "锏", "与", "樾", "泷", "棼", "湲",
"越", "祥", "短",
"顼", "阘",
"宋", "馘", "鈉", "未", "囍", "浏", "叻", "箜", "鑽", "法", "曲", "淤", "僮", "做",
"强", "析", "磕",
"谠", "染",
"促", "朊", "隼", "铉", "莆", "蝣", "孛", "薮", "s", "惴", "秘", "妩", "訄", "蔓",
"喷", "诡", "犷",
"酐", "酇",
"刹", "壅", "甫", "史", "孃", "髌", "螬", "擤", "漏", "寞", "奡", "悢", "颔", "岁",
"耄", "；", "又",
"锭", "鲤",
"癔", "杰", "孥", "酲", "蓐", "耋", "捆", "庖", "面", "鹈", "殊", "剡", "峪", "识",
"锨", "归", "茴",
"—", "菤",
"汁", "攝", "液", "鼐", "示", "讠", "男", "凍", "ò", "明", "莓", "砜", "崎", "蜂",
"斡", "榫", "娅",
"钪", "昙",
"胜", "欣", "怨", "◆", "粗", "秷", "节", "市", "贩", "祟", "弍", "蒟", "烁", "糧",
"蠃", "編", "黙",
"壕", "戚",
"犊", "桥", "仺", "孳", "怯", "皓", "倆", "垮", "扩", "诮", "钝", "脯", "晏", "帔",
"葫", "瑾", "運",
"孬", "跄",
"掣", "癜", "掌", "墀", "禇", "耸", "蜓", "鹆", "鄢", "攰", "瘢", "暝", "鸣", "峧",
"遵", "笃", "畚",
"帧", "晨",
"镔", "搜", "靠", "咐", "韓", "绮", "觉", "拦", "斲", "疽", "掐", "尽", "許", "矶",
"镉", "豹", "粞",
"袋", "酵",
"蛙", "戕", "劉", "髀", "彭", "玎", "囿", "郐", "善", "睃", "結", "拧", "邯", "讧",
"召", "椭", "瑪",
"痼", "庼",
"反", "疱", "屠", "荣", "君", "胍", "乙", "臬", "头", "诰", "讪", "席", "晁", ":",
"理", "槿", "璘",
"禧", "呢",
"蹙", "擒", "鸲", "丐", "苓", "壑", "滥", "⑾", "炗", "礴", "耕", "卅", "唿", "苛",
"寵", "窖", "麻",
"蕨", "沤",
"氢", "虔", "癃", "及", "崛", "爽", "蛔", "颤", "膲", "桢", "坐", "蟞", "儇", "葚",
"骤", "誤", "寝",
"嘭", "灰",
"汹", "韂", "铮", "慒", "寶", "肽", "摅", "紧", "亞", "潸", "悯", "橛", "檗", "闹",
"愿", "担", "袄",
"棚", "垟",
"塄", "婞", "麈", "麸", "暗", "咦", "跞", "谡", "盈", "磐", "慎", "瘰", "掼", "憔",
"研", "被", "贮",
"莛", "至",
"呀", "庑", "矫", "摛", "怃", "缙", "磺", "即", "驻", "瘤", "偏", "℃", "嫘", "癫",
"汈", "鹟", "搅",
"辅", "璀",
"阊", "绻", "瑙", "蓂", "棺", "孢", "铊", "鼒", "果", "砮", "飾", "凰", "Я", "遗",
"祛", "纮", "劲",
"霹", "骃",
"绔", "薅", "瀵", "垅", "？", "轻", "惇", "怕", "啥", "哙", "燎", "缆", "匡", "怫",
"卞", "朋", "酏",
"阑", "爾",
"伏", "敏", "埼", "罩", "菹", "艋", "肭", "鯭", "杋", "裀", "撬", "蕺", "惠", "大",
"爇", "笈", "絷",
"琳", "谫",
"诛", "糇", "袢", "倓", "髃", "觽", "埏", "寖", "個", "筴", "外", "漯", "樭", "喁",
"杀", "臑", "缇",
"裸", "巅",
"毹", "茅", "忆", "琼", "唑", "烷", "项", "隋", "约", "排", "吮", "谂", "宝", "牲",
"瘫", "娄", "沂",
"醫", "拭",
"纺", "蹰", "哞", "风", "霆", "值", "酺", "侠", "螾", "埂", "育", "夷", "鮼", "怍",
"鸠", "Θ", "瞳",
"阇", "耥",
"羝", "伽", "洴", "記", "楔", "颼", "沪", "邢", "冰", "昀", "阙", "洌", "嫦", "杂",
"仔", "芑", "潴",
"痄", "桨",
"连", "碓", "塈", "Ｆ", "昇", "何", "桦", "晥", "驵", "旋", "药", "银", "奋", "灣",
"俐", "絡", "嫁",
"浮", "为",
"鞅", "科", "颦", "潽", "镍", "鸨", "粵", "骂", "拱", "韫", "盆", "赎", "尿", "钿",
"坍", "唁", "秧",
"昌", "曆",
"颋", "遭", "秭", "褔", "腋", "〉", "吉", "漓", "臆", "焘", "已", "制", "钹", "鴨",
"咖", "莘", "P",
"碥", "互",
"治", "标", "膝", "伪", "浿", "纛", "郗", "看", "佧", "糖", "篓", "亡", "´", "骙",
"澡", "影", "窂",
"紬", "镅",
"慌", "框", "晋", "説", "丢", "凹", "卖", "巧", "蹉", "乾", "莫", "Z", "谔", "矧",
"铑", "暴", "庄",
"湿", "活",
"穿", "腩", "筣", "水", "６", "琦", "迈", "伯", "洄", "抡", "▪", "酋", "荤", "雒",
"粕", "簠", "菰",
"髁", "枇",
"陲", "多", "仗", "央", "滁", "胸", "梏", "痉", "姑", "襞", "﹑", "齿", "弩", "花",
"吆", "赫", "岵",
"佪", "谑",
"锤", "轴", "盐", "馄", "臜", "戢", "涠", "鸸", "糟", "孪", "禁", "蒲", "化", "疏",
"痰", "脾", "刈",
"應", "珍",
"膺", "扌", "廙", "汜", "牍", "虐", "婿", "啕", "彻", "赝", "陶", "蠲", ">", "位",
"屁", "醍", "粢",
"挪", "臌",
"滹", "遴", "馨", "n", "稼", "徊", "酌", "轸", "债", "朰", "程", "辞", "痊", "插",
"鹩", "郄", "铝",
"狱", "叱",
"同", "寄", "搪", "蚯", "魭", "舍", "旷", "闰", "涝", "民", "嗡", "苌", "馕", "姥",
"屉", "啧", "枢",
"❤", "窕",
"钊", "矬", "菂", "佑", "≠", "獬", "桁", "墟", "皖", "鼻", "它", "歇", "独", "好",
"晕", "蚝", "锞",
"颈", "豚",
"聖", "裉", "扫", "岿", "悒", "佥", "苗", "妞", "晚", "圭", "茼", "脲", "摊", "窠",
"狸", "抻", "场",
"呼", "囟",
"噗", "狺", "困", "瀹", "削", "衬", "谰", "蛆", "訓", "鉄", "痃", "炱", "蝻", "我",
"暨", "骓", "馋",
"埤", "脞",
"晃", "螟", "洮", "泛", "掾", "穑", "米", "蕲", "玦", "讙", "逢", "劐", "袭", "凫",
"僳", "畛", "晷",
"鳕", "Ë",
"愬", "坫", "鳡", "鞯", "叔", "胂", "囚", "筋", "青", "度", "涕", "琰", "﹔", "径",
"陇", "睛", "链",
"状", "逶",
"蘅", "“", "庇", "邽", "纥", "踶", "爺", "狭", "钫", "桃", "弛", "淳", "办", "茕",
"砸", "喱", "仅",
"潞", "杈",
"得", "咕", "俞", "检", "借", "恋", "驿", "倌", "钢", "琐", "哆", "撙", "箫", "川",
"猥", "牢", "蹁",
"城", "馏",
"锡", "楝", "蛱", "奈", "瑶", "桺", "耆", "翟", "阒", "稲", "橐", "萱", "惹", "蘼",
"主", "擦", "蟒",
"台", "佬",
"荫", "廖", "笏", "铕", "衣", "洇", "炒", "瀍", "崭", "圻", "洚", "契", "嫱", "倏",
"晶", "了", "堠",
"勰", "椎",
"询", "梗", "飒", "锰", "览", "溇", "寻", "蓅", "【", "碇", "井", "露", "顔", "堌",
"庳", "踩", "ｉ",
"饷", "俊",
"楫", "條", "搭", "奍", "羽", "憋", "岘", "毡", "曜", "乃", "′", "针", "羲", "菓",
"吩", "咩", "鞘",
"尊", "宫",
"舜", "啖", "惗", "北", "懊", "骇", "阄", "躅", "权", "缲", "肥", "铜", "《", "录",
"也", "棬", "煮",
"舄", "厮",
"'", "順", "受", "霜", "新", "售", "牞", "圣", "妗", "犴", "宥", "哦", "陀", "卺",
"冚", "蹒", "亸",
"禮", "骰",
"瑢", "弒", "抛", "谷", "嫰", "動", "嘌", "惩", "枣", "忌", "茡", "爵", "嘚", "郧",
"丨", "敲", "帚",
"沭", "槊",
"⑶", "專", "毶", "圄", "磅", "蛭", "由", "蠹", "剜", "诫", "秆", "愠", "藓", "母",
"请", "衩", "忸",
"蜕", "饽",
"晦", "倔", "腠", "痛", "品", "簧", "父", "锐", "描", "蓰", "蛴", "箍", "兕", "苜",
"饼", "奚", "泗",
"裥", "皂",
"嵚", "，", "澶", "蠖", "沅", "馎", "籀", "菝", "眵", "糥", "铽", "痤", "颟", "淄",
"作", "抉", "俄",
"么", "郑",
"耒", "佛", "1", "纡", "鸢", "④", "鎚", "壖", "遢", "鬈", "拢", "托", "哈", "節",
"橦", "冼", "六",
"耗", "樵",
"涔", "舳", "龌", "衿", "婧", "栓", "椹", "嘘", "膊", "茁", "丹", "螃", "剖", "洧",
"珞", "潺", "孱",
"呐", "萩",
"刷", "引", "说", "熟", "/", "靖", "酷", "耠", "饬", "菌", "洙", "荃", "饲", "酾",
"阁", "陬", "铿",
"倻", "牮",
"鞡", "撕", "倘", "盒", "曺", "襦", "辄", "算", "塬", "潢", "羖", "湾", "续", "△",
"疙", "谖", "嘅",
"遑", "篚",
"筮", "氍", "递", "尧", "G", "{", "分", "埒", "@", "蜍", "荼", "襆", "槭", "檠", "縢",
"濉", "梆",
"隔", "镛",
"倞", "润", "瓯", "瓢", "蟊", "沐", "啷", "砚", "皱", "剅", "儙", "错", "幌", "滓",
"砗", "郤", "喧",
"峣", "簸",
"毖", "踏", "锕", "…", "悖", "谧", "醵", "加", "镐", "泐", "傫", "胪", "缄", "卩",
"蓼", "丸", "垌",
"汞", "宴",
"膙", "圊", "矻", "嚏", "漾", "幕", "駕", "葒", "绪", "袪", "镋", "杭", "澴", "鬃",
"粟", "偻", "饳",
"抨", "亟",
"温", "韶", "轿", "罟", "际", "诖", "复", "坯", "骗", "*", "副", "裢", "憬", "邾",
"崇", "蕈", "疮",
"粽", "炝",
"珲", "莅", "衾", "爲", "枯", "汛", "仁", "熏", "馥", "㎡", "檐", "锦", "竭", "颁",
"遽", "瘙", "样",
"遛", "殍",
"湄", "消", "鳌", "痫", "鳏", "瓶", "窈", "谚", "麒", "鸹", "蟋", "横", "唠", "瘪",
"媪", "侔", "鐵",
"系", "杖",
"m", "叉", "沟", "衢", "寘", "■", "弗", "建", "疣", "珣", "綦", "劈", "道", "嘈",
"先", "芝", "降",
"滕", "邵",
"邺", "給", ")", "廨", "郛", "势", "氇", "坤", "昂", "焼", "奕", "闱", "朓", "毽",
"还", "坨", "銭",
"龂", "銎",
"壽", "矸", "窒", "①", "玷", "蝽", "泃", "烀", "魈", "★", "慶", "K", "嘶", "酶", "呖",
"殿", "乡",
"䄂", "阳",
"轪", "碱", "譬", "摩", "鳖", "刳", "地", "包", "貊", "悝", "圩", "今", "嚭", "凳",
"谕", "馃", "捎",
"佯", "侬",
"愆", "微", "涤", "舔", "蛇", "筲", "助", "锾", "剧", "缧", "簪", "惚", "柢", "庾",
"虹", "雪", "猡",
"脔", "亶",
"烨", "Ｔ", "锗", "芈", "女", "动", "偬", "琥", "县", "诣", "精", "嬗", "栀", "艨",
"智", "冗", "闼",
"嗝", "z",
"夢", "拿", "鹲", "尤", "啮", "﹐", "ɔ", "钓", "施", "萼", "邻", "竞", "碶", "艰", "》",
"翻", "馆",
"橪", "逝",
"臀", "淫", "枉", "羿", "拇", "溷", "徒", "涓", "關", "聋", "嵊", "殖", "叛", "敫",
"舵", "亊", "诽",
"菱", "苎",
"破", "腚", "A", "嵋", "扊", "挂", "篷", "棂", "碟", "復", "劾", "韪", "疔", "粒",
"鲵", "毙", "店",
"锻", "衮",
"寳", "◎", "斯", "倦", "醢", "曾", "茚", "荐", "隗", "芊", "豪", "亻", "哂", "堃",
"宇", "桑", "匋",
"植", "亥",
"撂", "棒", "蟠", "W", "迟", "蚋", "溊", "缌", "鞚", "蚤", "適", "赌", "卣", "厚",
"鲾", "匙", "槃",
"郎", "鬏",
"玳", "龄", "丈", "圮", "冑", "院", "葬", "嵐", "瓦", "孵", "漶", "星", "吐", "獍",
"藠", "萍", "振",
"潜", "龉",
"匦", "粹", "諾", "畵", "峦", "＆", "埕", "朵", "戒", "炳", "酪", "绂", "篁", "测",
"殆", "涌", "业",
"盏", "醊",
"笆", "孰", "骊", "湛", "踰", "汎", "哲", "澙", "鲷", "√", "鄣", "亿", "螺", "吠",
"伟", "凛", "骡",
"恻", "巨",
"扶", "泡", "峯", "韵", "腎", "睦", "栖", "}", "笙", "疌", "绶", "忒", "哥", "价",
"纻", "薨", "漂",
"濮", "缮",
"勐", "妮", "傩", "陛", "陷", "柆", "瞭", "鲳", "烬", "喉", "固", "桡", "聊", "逦",
"猊", "梻", "涵",
"栒", "逍",
"饥", "凼", "早", "姣", "蕤", "塌", "桀", "亳", "虻", "鹨", "典", "情", "怄", "商",
"钍", "赚", "塥",
"煽", "垱",
"蝴", "乓", "籁", "帷", "锢", "圪", "快", "赘", "杵", "漠", "滴", "斩", "拈", "蚕",
"陽", "篡", "郦",
"瞻", "郯",
"鳍", "幽", "旅", "乖", "鹖", "斫", "痂", "肸", "右", "锂", "永", "泾", "茎", "觱",
"彼", "擎", "䨱",
"翱", "徝",
"醅", "求", "湫", "転", "溴", "師", "瓣", "蝠", "铭", "社", "苞", "仇", "噌", "你",
"嗾", "雳", "榧",
"駹", "雯",
"叨", "遫", "氏", "航", "辗", "溢", "历", "楷", "诱", "雏", "梳", "藕", "屺", "槎",
"钐", "燘", "棽",
"驸", "褪",
"清", "十", "廰", "移", "筌", "揾", "瞠", "姽", "馑", "恢", "逸", "p", "瑚", "茄",
"鹧", "俗", "璟",
"栊", "买",
"瀛", "镒", "球", "氲", "缛", "講", "胀", "焒", "悲", "翕", "拗", "T", "桌", "脓",
"闪", "稀", "狎",
"火", "柁",
"琴", "澍", "嗟", "龚", "楮", "噼", "隽", "栩", "焻", "哩", "藻", "瘸", "含", "偶",
"界", "嘃", "昶",
"澄", "頤",
"绒", "鲁", "麝", "决", "撒", "岙", "季", "刿", "肝", "蒉", "蓇", "财", "完", "蠔",
"脉", "肱", "谙",
"蜮", "郭",
"慨", "晔", "髂", "蛏", "眨", "钗", "葺", "惆", "娈", "瞵", "踞", "棁", "蝢", "嚎",
"猝", "必", "剞",
"关", "咛",
"劫", "闸", "肯", "№", "莩", "哇", "蛑", "镬", "羡", "驊", "茂", "塍", "沓", "筱",
"杉", "战", "茧",
"耙", "击",
"需", "腊", "酎", "畦", "葙", "鹘", "韭", "嚚", "争", "域", "伢", "鞲", "哳", "栲",
"某", "翌", "哗",
"焚", "螗",
"懲", "躲", "約", "镖", "凿", "饶", "够", "剁", "铥", "应", "署", "杮", "蒂", " ",
"坷", "礅", "款",
"梁", "鄜",
"髹", "選", "伤", "路", "З", "亲", "野", "啦", "捯", "憷", "鲩", "札", "怏", "塘",
"绊", "愍", "簦",
"牦", "黥",
"鳜", "唉", "Ｗ", "沱", "蚺", "甪", "摉", "协", "耨", "娱", "桄", "仆", "类", "搡",
"滤", "岗", "休",
"坶", "谒",
"忭", "飨", "闷", "菟", "鲣", "驷", "湜", "疡", "蚩", "萊", "䝉", "硒", "贺", "弃",
"徘", "陨", "否",
"遥", "妒",
"X", "間", "觜", "跬", "夬", "羮", "喙", "赇", "鹗", "『", "砀", "残", "绿", "小",
"勘", "瀌", "扉",
"耧", "衅",
"挟", "乐", "鹏", "墁", "澜", "噍", "坊", "術", "嗖", "知", "盉", "圆", "嗈", "蘖",
"资", "爭", "=",
"刑", "裒",
"〈", "淸", "定", "袒", "戗", "钤", "吵", "旯", "蓝", "裎", "溅", "贰", "荏", "甥",
"悌", "勤", "炽",
"换", "躜",
"!", "薄", "痱", "双", "匕", "肷", "挥", "茑", "船", "砝", "煤", "荜", "弘", "▏",
"陆", "稔", "朽",
"冤", "頉",
"遊", "砰", "迎", "碎", "唪", "醪", "稆", "练", "锸", "阵", "皇", "香", "镀", "嫡",
"持", "桶", "垄",
"阍", "戥",
"臣", "琛", "涘", "惶", "赙", "葆", "住", "舊", "枝", "媲", "蓣", "龅", "搦", "_",
"图", "力", "纪",
"悍", "麗",
"戽", "腧", "绣", "跟", "哕", "打", "蝰", "Φ", "吞", "功", "夀", "劓", "沇", "熔",
"占", "隰", "命",
"佻", "豁",
"苣", "楦", "掇", "蛛", "唢", "郜", "霉", "鲏", "予", "沸", "殻", "俯", "探", "篪",
"荇", "邈", "烯",
"忮", "伸",
"岬", "×", "锧", "窸", "毪", "纩", "蛋", "讯", "骼", "叶", "楂", "犟", "站", "盘",
"隈", "喝", "儣",
"兵", "尚",
"孙", "爿", "芜", "羁", "旖", "溽", "迩", "京", "７", "龃", "狝", "缦", "缁", "鲃",
"怒", "故", "據",
"枫", "髙",
"亭", "耳", "飚", "O", "编", "箸", "幼", "氘", "鞮", "匐", "祯", "臃", "辫", "磋",
"溝", "墙", "诚",
"阻", "档",
"歆", "璃", "悻", "婤", "映", "瑞", "牂", "话", "忠", "潘", "惋", "冬", "氦", "腔",
"胬", "盔", "\"",
"饮", "贶",
"嚄", "儆", "溜", "砷", "樇", "跏", "泩", "馌", "埃", "莙", "革", "珙", "乌", "鍋",
"穴", "石", "珺",
"熹", "诞",
"<", "腉", "姊", "钧", "罪", "拆", "赊", "殒", "堇", "仑", "掺", "塃", "獴", "迥",
"盦", "檬", "益",
"居", "鼑",
"异", "嘻", "悔", "旮", "况", "時", "阋", "洛", "線", "＃", "型", "迕", "睇", "橱",
"笊", "蛞", "愚",
"茉", "镈",
"镞", "垭", "扁", "泫", "搬", "古", "书", "疸", "痨", "黟", "墉", "料", "并", "ㆍ",
"裳", "鞑", "湮",
"柠", "颐",
"形", "━", "逹", "硁", "置", "韦", "瓞", "象", "殽", "均", "浓", "瞓", "椐", "洨",
"乱", "襜", "终",
"優", "睹",
"敦", "鼬", "唆", "佼", "財", "瘃", "H", "痳", "勺", "依", "虎", "蕖", "玄", "缓",
"滢", "^", "骅",
"诘", "弋",
"：", "∩", "廪", "缈", "造", "蕉", "孖", "嫒", "寨", "意", "岽", "庶", "罗", "瞢",
"酹", "蔟", "赴",
"烂", "栋",
"格", "矛", "驯", "词", "嗦", "剀", "蓓", "期", "鏢", "羑", "奴", "椱", "Ａ", "狗",
"烟", "蹬", "案",
"记", "讴",
"鳑", "侯", "霏", "焜", "沬", "份", "酦", "芗", "庚", "瑗", "鹎", "穗", "鲠", "肛",
"厄", "蜔", "學",
"伊", "⑥",
"琪", "邒", "少", "霖", "蓖", "猜", "塾", "肾", "罃", "伐", "钩", "骈", "溟", "饵",
"莉", "é", "刖",
"洯", "堉",
"锝", "趔", "七", "萁", "竹", "憾", "蚨", "离", "柔", "替", "侑", "飙", "气", "震",
"厥", "备", "刻",
"顽", "瞽",
"腄", "雄", "燃", "旬", "简", "翠", "熥", "◇", "吃", "囡", "玙", "铷", "暖", "配",
"傻", "窄", "皈",
"夼", "舂",
"乜", "苩", "攉", "雠", "茇", "锈", "酰", "粮", "祝", "考", "堍", "鳅", "彬", "▲",
"孝", "蠊", "顇",
"娲", "腥",
"$", "珠", "厂", "诠", "蹓", "轼", "嵫", "捩", "硗", "胺", "证", "膀", "」", "胯",
"钷", "毂", "柙",
"深", "沄",
"匹", "８", "爷", "礳", "秏", "窜", "魑", "d", "转", "烆", "屿", "眙", "極", "袤",
"護", "V", "狂",
"柑", "玠",
"氩", "’", "馊", "玛", "坢", "%", "燔", "颗", "舅", "暂", "艾", "芹", "溏", "晰",
"件", "琚", "仿",
"祾", "酤",
"騠", "揳", "鲫", "蜥", "仨", "牺", "步", "讓", "港", "煲", "铴", "腦", "鳝", "危",
"鋪", "冠", "正",
"柽", "抍",
"掘", "控", "娴", "娀", "離", "手", "臾", "酗", "筼", "煸", "弹", "照", "哎", "毒",
"颀", "诙", "刚",
"搢", "䧳",
"峒", "滋", "\\", "匀", "黉", "毓", "娠", "床", "浪", "祐", "铟", "4", "?", "凄",
"飗", "蚍", "葑",
"抗", "鹞",
"糸", "红", "英", "违", "橡", "眷", "防", "缬", "龠", "察", "仍", "辇", "减", "闫",
"箴", "龍", "館",
"屙", "翙",
"媽", "涴", "到", "旻", "删", "瞾", "鏖", "咭", "豨", "荘", "炭", "畼", "构", "锘",
"鉫", "候", "扇",
"繄", "猩",
"瘵", "恺", "贵", "榦", "息", "恽", "胎", "狰", "雜", "辋", "璜", "硈", "泠", "呔",
"蹿", "踹", "摄",
"炀", "坞",
"蹄", "裝", "赛", "蝥", "塔", "靳", "荬", "找", "仡", "淮", "比", "淆", "义", "淝",
"卢", "辟", "寂",
"庒", "鳯",
"暲", "景", "邪", "腻", "赍", "甍", "讲", "哌", "嶝", "鎌", "总", "缱", "问", "磛",
"谅", "拉", "靈",
"奭", "沆",
"茔", "羅", "鄠", "網", "吏", "懵", "鑫", "歌", "黹", "嵘", "涞", "碳", "崂", "婥",
"赞", "镑", "購",
"幺", "鸰",
"饟", "蝌", "忝", "懒", "禺", "梽", "齉", "恳", "拯", "弥", "荡", "芾", "幪", "厌",
"馒", "蜘", "欸",
"吣", "１",
"却", "榻", "碾", "袂", "錎", "钬", "無", "嬉", "笞", "蹴", "视", "雇", "创", "椟",
"6", "瘁", "斜",
"傥", "喃",
"炷", "秾", "嘱", "茀", "犄", "窑", "庀", "潍", "伦", "䀲", "凉", "Р", "撻", "萜",
"二", "倨", "蔑",
"捕", "勚",
"士", "鈇", "踺", "啤", "彧", "缪", "述", "傅", "颅", "畸", "畜", "滗", "慭", "琎",
"斌", "参", "胳",
"骖", "稠",
"汰", "铻", "闯", "留", "蘘", "沏", "亦", "择", "華", "禽", "砟", "祼", "狃", "噫",
"狼", "寤", "跪",
"浠", "·",
"费", "瓘", "鼹", "锪", "箢", "垣", "慊", "虏", "秩", "偉", "镏", "钯", "恐", "鹃",
"菇", "炸", "潮",
"蟀", "硂",
"偌", "哏", "验", "桉", "阴", "初", "掴", "鹺", "峨", "赋", "舉", "裹", "赶", "土",
"淋", "瘌", "沔",
"ｒ", "赀",
"淖", "茯", "怛", "谜", "洗", "似", "舡", "纳", "晓", "Ｒ", "诐", "痹", "漪", "顺",
"挛", "阎", "贝",
"钰", "惬",
"疬", "菀", "埘", "怙", "部", "译", "鲭", "窋", "敢", "夜", "撰", "珅", "特", "襕",
"癖", "胡", "⒃",
"附", "擘",
"痢", "尬", "鉴", "瞋", "膨", "阽", "挲", "⒄", "骎", "帕", "缕", "计", "障", "鳆",
"隹", "朔", "碹",
"当", "迦",
"氙", "蘑", "妓", "炬", "苊", "萎", "浈", "沥", "绯", "壤", "噱", "蹾", "驶", "葱",
"孕", "羹", "钻",
"農", "勝",
"膈", "灿", "赆", "靿", "耱", "陪", "忙", "缰", "奶", "儒", "个", "朱", "燹", "琮",
"轷", "錾", "箅",
"澳", "嗥",
"攥", "没", "匿", "鲆", "|", "矣", "他", "鸶", "芸", "Ｂ", "髑", "街", "巿", "廣",
"盯", "監", "鲸",
"胭", "凬",
"寿", "挝", "绽", "+", "劝", "究", "眢", "集", "衙", "卷", "j", "跶", "牡", "畯",
"貅", "销", "發",
"咱", "蓊",
"揣", "咝", "琶", "荦", "阌", "盅", "嘹", "苟", "醮", "洪", "鲧", "钒", "柱", "氨",
"旰", "冽", "茭",
"嵇", "粲",
"蛾", "訾", "辔", "N", "尹", "趿", "蹲", "疟", "祠", "段", "車", "网", "⒉", "舷",
"廐", "侣", "棵",
"粜", "觐",
"铼", "锁", "兒", "舁", "时", "垦", "版", "摈", "扳", "见", "腮", "嫖", "痭", "呆",
"簖", "伋", "鳙",
"珊", "麂",
"既", "谴", "热", "超", "蠕", "铞", "e", "殓", "因", "锿", "文", "禊", "皙", "鑙",
"爹", "鋼", "忻",
"秣", "镁",
"奠", "橉", "畺", "笮", "疹", "湝", "龟", "殃", "毵", "溃", "勢", "索", "砉", "阼",
"堞", "酥", "冁",
"喊", "¥",
"幛", "娇", "锲", "蕃", "铘", "铍", "鴿", "响", "傲", "脏", "杓", "罕", "笥", "弦",
"但", "缃", "扬",
"盲", "碚",
"幢", "鎖", "缺", "钋", "麽", "禳", "浃", "啄", "昧", "蒴", "帙", "琏", "咧", "舰",
"亵", "浊", "豳",
"衲", "俏",
"镵", "浩", "勾", "槛", "榈", "徙", "鹤", "洹", "铂", "揎", "棕", "挦", "挫", "阆",
"衹", "甚", "近",
"】", "簏",
"汽", "踮", "淌", "檇", "痔", "谝", "钙", "蕞", "蔯", "兆", "蔽", "后", "蚬", "谸",
"芟", "枞", "叫",
"栗", "餘",
"营", "郝", "氯", "㺃", "狍", "冏", "庛", "纱", "泼", "碍", "认", "邓", "茵", "饧",
"闟", "惝", "裙",
"噙", "忘",
"虬", "群", "S", "佗", "恼", "坟", "肮", "皮", "玃", "在", "赧", "孚", "偾", "镨",
"恨", "葡", "西",
"缞", "挠",
"逃", "吾", "膪", "焦", "翘", "桧", "变", "渗", "繁", "際", "痘", "撼", "筅", "坑",
"前", "玑", "数",
"融", "鲌",
"讦", "窃", "鄌", "伾", "众", "攻", "彪", "锎", "焐", "殛", "锊", "嗉", "枓", "抢",
"鞠", "掩", "贾",
"搔", "皁",
"拶", "朗", "渺", "跛", "㛃", "鏾", "慥", "杆", "沈", "戍", "豫", "楠", "爆", "汤",
"昉", "耘", "缡",
"．", "允",
"揜", "责", "艟", "裁", "喬", "砹", "鹣", "裼", "啉", "蛳", "酮", "听", "维", "阪",
"獾", "浣", "訂",
"瘿", "蜡",
"泖", "蔚", "貔", "致", "禨", "尓", "糺", "绐", "遯", "笄", "邦", "圈", "洟", "缟",
"槲", "桹", "镓",
"骒", "髫",
"暾", "像", "縻", "戊", "飧", "驽", "干", "万", "绕", "披", "雅", "桊", "卡", "贲",
"吡", "沧", "鳟",
"堂", "扺",
"岱", "封", "鄭", "螣", "瞩", "幞", "邕", "睫", "涩", "自", "趱", "愣", "威", "酊",
"罂", "慑", "袴",
"架", "烘",
"现", "灞", "钔", "股", "興", "乍", "噜", "济", "碛", "兀", "诅", "柴", "瓿", "[",
"怿", "竦", "白",
"黄", "阶",
"务", "榮", "澹", "谏", "垓", "跸", "繻", "窿", "紊", "陟", "劁", "嗑", "牯", "厉",
"敛", "鮕", "嘉",
"蔻", "鼎",
"恒", "硝", "溉", "骘", "窘", "任", "裱", "处", "旨", "舶", "缸", "囹", "笠", "讥",
"泜", "脊", "煊",
"淦", "牝",
"硕", "胧", "泚", "溪", "贪", "牛", "答", "瘴", "Q", "炯", "⑤", "篾", "銀", "乩",
"杶", "垆", "蛐",
"苔", "啪",
"y", "玮", "琫", "寮", "邂", "後", "僵", "贴", "硭", "枚", "姆", "乎", "讶", "醭",
"橥", "脱", "蒈",
"擞", "忪",
"顾", "柚", "褿", "忲", "辖", "铡", "螠", "殉", "喆", "爡", "轮", "棰", "鲉", "跃",
"韬", "睡", "嘧",
"袅", "圗",
"檄", "踊", "阀", "题", "桫", "林", "沉", "禚", "散", "麇", "沦", "秋", "导", "斑",
"宰", "嘞", "暑",
"笱", "搋",
"擅", "镤", "锶", "L", "厣", "有", "猗", "袆", "绞", "甭", "歧", "跣", "潦", "専",
"绑", "飱", "廓",
"磔", "接",
"腓", "窎", "瑁", "飓", "蟪", "俎", "П", "缉", "䘵", "夙", "潟", "桷", "淡", "虺",
"恶", "｜", "驭",
"怀", "邋",
"辢", "逻", "晖", "蜃", "蜊", "溻", "冢", "尻", "礼", "厝", "亘", "酴", "饔", "悸",
"戆", "什", "玚",
"馔", "哔",
"沃", "竑", "葭", "垞", "鏂", "抃", "弄", "去", "焊", "焌", "x", "苇", "與", "炼",
"蛄", "莴", "阏",
"薷", "禀",
"鸯", "栽", "冒", "姓", "0", "尃", "蜞", "毗", "骟", "秸", "荸", "柈", "恬", "赡",
"侏", "兑", "蝤",
"荷", "徳",
"押", "挣", "腰", "宣", "鸵", "葳", "遘", "讨", "狒", "涿", "囤", "邃", "蒜", "疑",
"脍", "嘟", "鹠",
"吻", "鄹",
"耦", "华", "霸", "侥", "勒", "挞", "臊", "尺", "让", "榆", "阝", "鳚", "灾", "鲬",
"艿", "Ⅱ", "锩",
"攮", "蚊",
"蔁", "唝", "涅", "挹", "淏", "鏊", "氵", "鹕", "律", "對", "粱", "恫", "挻", "滏",
"叮", "‰", "鼯",
"绫", "秉",
"怩", "質", "岐", "菊", "佤", "帏", "骺", "爰", "珉", "耪", "乞", "郕", "鲱", "雷",
"蒿", "不", "啐",
"侓", "郓",
"歼", "拒", "胗", "寕", "旒", "勁", "婢", "诌", "蹂", "姐", "媳", "歃", "拐", "辐",
"拟", "醯", "雌",
"点", "玟",
"您", "鲨", "载", "藩", "罔", "噀", "抹", "萏", "补", "蝎", "辈", "劢", "乚", "唔",
"瓜", "恿", "蟭",
"涸", "纬",
"睽", "樣", "帻", "蓥", "谯", "柯", "渴", "脁", "诲", "福", "③", "熊", "羌", "疴",
"袖", "虿", "杏",
"覌", "易",
"醾", "筒", "肤", "苷", "柃", "榇", "酬", "癸", "啰", "眛", "稷", "展", "鸾", "祢",
"蝾", "敵", "毛",
"痦", "老",
"赐", "单", "淹", "畋", "符", "奎", "绥", "轾", "鄺", "濩", "眦", "觎", "忾", "璋",
"刘", "翳", "菪",
"簟", "胼",
"孫", "機", "獻", "低", "o", "捅", "鳥", "⑨", "卸", "废", "启", "呋", "窥", "巢",
"揭", "咴", "趺",
"鲥", "空",
"膄", "崮", "锜", "络", "納", "恤", "刭", "批", "霭", "氧", "钮", "甑", "祲", "粘",
"辏", "∶", "臨",
"│", "粪",
"惰", "肼", "浉", "橄", "5", "東", "8", "漁", "浜", "忍", "奂", "遹", "扃", "扦",
"入", "欤", "豆",
"悠", "蕴",
"萑", "媄", "龈", "÷", "磙", "鸬", "缎", "嗯", "浕", "木", "陋", "柰", "瘩", "箨",
"松", "躁", "鲇",
"彰", "恕",
"楗", "姨", "撅", "诹", "戮", "桓", "棉", "束", "嗍", "庋", "瞿", "郂", "哪", "町",
"ａ", "铁", "洫",
"失", "栳",
"篇", "鳗", "眇", "椿", "義", "就", "都", "镌", "阖", "夭", "拃", "跚", "業", "圬",
"演", "篥", "３",
"昼", "從",
"瞍", "蓦", "鼾", "坪", "觫", "鲍", "馿", "妾", "密", "奥", "耰", "佟", "嘤", "貘",
"薯", "稽", "届",
"褛", "钠",
"猿", "佈", "倍", "铩", "铙", "踵", "ｏ", "捱", "鹐", "當", "狷", "写", "遆", "钱",
"姗", "寸", "综",
"挑", "礶",
"靼", "溯", "湟", "漱", "碰", "职", "味", "Λ", "璁", "壴", "给", "碘", "恭", "苴",
"酚", "套", "宕",
"辽", "窀",
"催", "踢", "惟", "璧", "翔", "稿", "癀", "霈", "光", "膑", "妆", "庡", "圾", "躺",
"惮", "切", "目",
"梦", "岫",
"飑", "叠", "累", "鴻", "透", "量", "妻", "沨", "俪", "屣", "挚", "w", "厅", "货",
"箧", "漦", "隙",
"瘥", "妃",
"門", "鹦", "隳", "龆", "瞪", "跑", "帼", "刺", "起", "鞴", "岸", "渫", "莽", "髭",
"耜", "瑛", "葉",
"宵", "绠",
"眭", "畅", "茱", "卜", "濂", "浍", "冈", "脬", "厘", "夔", "纟", "槚", "哐", "萋",
"曼", "膳", "潲",
"啜", "啊",
"猾", "捉", "箕", "㐂", "藝", "艘", "園", "妲", "灵", "蚌", "范", "&", "疥", "陑",
"洒", "唾", "a",
"婄", "谋",
"ｔ", "唬", "宓", "瓷", "︰", "焗", "默", "噔", "菡", "恃", "亩", "边", "啟", "颞",
"啬", "盟", "墩",
"汭", "缝",
"魇", "酡", "疗", "梾", "尾", "鹿", "锔", "溦", "酃", "囊", "掉", "罥", "报", "诤",
"喹", "蕙", "割",
"蠢", "兼",
"俺", "升", "屦", "獠", "辣", "跹", "颧", "宪", "抬", "咿", "沲", "旗", "荩", "傒",
"鳳", "變", "偈",
"薹", "钭",
"垧", "谪", "躐", "谀", "R", "字", "怆", "陵", "追", "迓", "舞", "卲", "捲", "麾",
"税", "方", "竴",
"壹", "射",
"轫", "塞", "僧", "椠", "突", "阕", "惫", "U", "佞", "秒", "友", "視", "莹", "攒",
"荻", "俅", "筐",
"能", "刓",
"拍", "浥", "揽", "谨", "军", "巷", "怵", "额", "恪", "荀", "糍", "湎", "褙", "觇",
"效", "估", "噩",
"恍", "聚",
"涛", "式", "兜", "汔", "祃", "銘", "烺", "瑄", "枘", "丁", "樗", "堙", "窗", "號",
"鬣", "阈", "乳",
"簇", "绳",
"淞", "]", "征", "聩", "凸", "礓", "柘", "懂", "㧎", "纷", "里", "爸", "靥", "莞",
"馅", "仞", "芏",
"莳", "殪",
"煌", "落", "佚", "帱", "诶", "家", "将", "浯", "抿", "讫", "趸", "筢", "绩", "原",
"专", "滂", "嗳",
"踬", "泱",
"體", "蜱", "绵", "伻", "埗", "妤", "蔺", "赳", "嘢", "梨", "鹪", "烤", "镦", "赉",
"崞", "蚰", "骝",
"幅", "汴",
"丽", "访", "叩", "羼", "亓", "恸", "燥", "笤", "丑", "枰", "守", "蜚", "戈", "高",
"q", "瓻", "隘",
"Ｈ", "南",
"剎", "扭", "骠", "孜", "园", "锬", "审", "￥", "罚", "购", "裰", "泔", "醌", "醒",
"绎", "莪", "掬",
"睾", "鹁",
"蛊", "票", "剃", "释", "调", "黛", "撩", "篱", "茌", "敓", "蜜", "魉", "鳤", "昽",
"俳", "辁", "键",
"犯", "嶙",
"狈", "邬", "枋", "婊", "憎", "督", "救", "措", "足", "码", "栟", "虼", "棻", "阅",
"肊", "坛", "鸱",
"侩", "烫",
"湉", "脐", "戾", "旎", "膚", "椒", "境", "绛", "濛", "蓄", "章", "压", "窦", "彖",
"阜", "咻", "神",
"存", "诺",
"課", "覺", "鲈", "渚", "「", "缢", "仓", "氅", "筇", "桴", "荥", "些", "纯", "肋",
"退", "妪", "别",
"書", "租",
"嚼", "芘", "笳", "涰", "馐", "熵", "犹", "朕", "猪", "蔸", "參", "觳", "舖", "蝙",
"骏", "织", "躏",
"纹", "锹",
"蛉", "撑", "氽", "茶", "俛", "誠", "胖", "崽", "炫", "乘", "把", "趑", "谵", "骧",
"犍", "鸮", "灌",
"焯", "倭",
"狁", "盱", "踱", "滠", "儡", "诸", "芽", "駆", "蹼", "虱", "祇", " ", "蠡", "衄",
"谬", "蒍", "婺",
"蘧", "博",
"捍", "磁", "慷", "釂", "蛩", "钕", "祎", "呑", "贫", "斗", "菅", "操", "规", "硼",
"惕", "丫", "俭",
"肿", "骀",
"砼", "句", "茛", "闶", "钏", "饻", "圠", "萌", "魏", "铃", "摞", "┅", "伎", "獭",
"田", "钴", "峭",
"魅", "捋",
"唼", "鹅", "祚", "嬷", "圖", "抄", "嶂", "鸳", "溧", "钵", "嗽", "墠", "锌", "愈",
"併", "踟", "羯",
"翅", "纠",
"勻", "岚", "菖", "便", "祈", "毳", "屹", "掰", "倬", "扛", "巴", "拮", "绁", "跌",
"飯", "嵯", "翮",
"堤", "诃",
"腑", "皆", "鄂", "胾", "片", "这", "浙", "雨", "鼱", "袼", "鹊", "厢", "蛣", "摇",
"蛮", "揍", "⒅",
"啱", "薇",
"岈", "兔", "谇", "纶", "肉", "崩", "甩", "涪", "馼", "铣", "锚", "丙", "雲", "烹",
"钦", "撄", "铬",
"令", "虮",
"湊", "禹", "抖", "喏", "旺", "畲", "戬", "嗷", "釜", "车", "缀", "玕", "谐", "啁",
"怎", "下", "惑",
"恅", "藿",
"筰", "帐", "祸", "镝", "喵", "刁", "习", "藏", "墓", "护", "聲", "箦", "严", "按",
"谛", "睨", "艚",
"歉", "蟮",
"胶", "盍", "鳃", "狯", "垫", "杠", "线", "3", "葖", "t", "熬", "虞", "嶶", "篮",
"黻", "墒", "氟",
"嫠", "漕",
"腾", "哟", "玫", "撇", "垍", "靛", "翼", "淅", "省", "斥", "稞", "蠼", "谩", "埠",
"蘸", "刊", "烝",
"宁", "鹚",
"龊", "苪", "袷", "诧", "细", "蒌", "焅", "２", "筹", "扒", "卮", "捞", "净", "菲",
"逮", "槍", "蛎",
"莱", "黠",
"逖", "辚", "剥", "啴", "诿", "楱", "氪", "领", "嗒", "藐", "惜", "甘", "佾", "嵴",
"胫", ";", "晳",
"锣", "瞅",
"缷", "耶", "搤", "策", "咽", "邀", "霾", "悟", "属", "鸪", "牴", "贞", "趁", "丞",
"瘆", "豌", "著",
"饿", "筠",
"划", "璇", "损", "卵", "腒", "畏", "盥", "耐", "圏", "拓", "蒙", "鋫", "劙", "蹦",
"熘", "烊", "匏",
"咔", "轘",
"沽", "菩", "罴", "磉", "炖", "假", "枪", "龙", "俸", "焱", "四", "─", "毫", "涨",
"浇", "椰", "賣",
"蘇", "真",
"安", "坝", "枕", "鸼", "昵", "亨", "苤", "祷", "枧", "赟", "菑", "鳂", "戌", "悄",
"種", "鳢", "嗣",
"電", "颥",
"妯", "谟", "蜒", "训", "泍", "洁", "勇", "哿", "扰", "蟆", "螂", "刃", "絜", "曪",
"乒", "湖", "鞨",
"懜", "夤",
"哓", "胥", "桞", "俇", "肣", "半", "于", "橼", "锑", "熙", "甜", "槌", "盾", "屃",
"缗", "共", "碗",
"凇", "笔",
"阿", "擗", "袍", "敉", "钾", "俶", "蚪", "琤", "凱", "辕", "à", "恣", "皴", "創",
"寥", "妳", "腈",
"畤", "迤",
"垠", "触", "趙", "铤", "逊", "羊", "碉", "锱", "骨", "仄", "斟", "俚", "啡", "芩",
"迫", "杷", "种",
"鹄", "牗",
"耑", "艇", "芰", "整", "慙", "飛", "甓", "岩", "鸦", "黎", "僊", "糁", "谈", "洋",
"椑", "健", "〕",
"內", "言",
"掷", "倚", "姬", "矿", "灯", "阐", "凋", "銮", "豇", "瑰", "抓", "噪", "堋", "吁",
"妈", "庥", "彳",
"鄗", "闩",
"夫", "０", "庠", "悬", "妙", "琵", "着", "首", "熣", "瞰", "揆", "燚", "条", "姜",
"滘", "麓", "鳉",
"椀", "蓿",
"廠", "泌", "蝈", "倕", "丛", "耍", "且", "蝇", "凉", "豐", "泪", "臼", "服", "刍",
"織", "渎", "尥",
"甙", "埋",
"珏", "援", "祖", "彊", "臱", "惦", "葴", "礁", "达", "橋", "钨", "崦", "醐", "巳",
"中", "颜", "溠",
"铹", "负",
"抠", "愎", "罘", "雩", "胝", "冱", "筵", "篙", "材", "肓", "○", "迅", "腼", "橙",
"仵", "茏", "慵",
"齌", "琯",
"疃", "貢", "豉", "瞟", "忉", "禄", "通", "咒", "愫", "秕", "筜", "觖", "州", "渑",
"胆", "喑", "張",
"衖", "洺",
"眉", "榞", "色", "邶", "攫", "堑", "淬", "嗪", "肐", "殣", "辊", "隧", "献", "潤",
"蓺", "函", "鹱",
"轭", "劭",
"椁", "膜", "亹", "侧", "貂", "哚", "磴", "蠋", "囔", "险", "伶", "世", "菥", "莶",
"瘾", "燫", "延",
"∵", "毋",
"羧", "无", "雎", "曛", "沚", "巍", "g", "熄", "恰", "伷", "開", "冻", "颛", "支",
"⑦", "鞥", "赖",
"试", "泮",
"联", "沮", "穰", "è", "峻", "滿", "豊", "刎", "鴈", "覆", "串", "锃", "春", "储",
"矍", "哺", "评",
"猁", "愉",
"疳", "閃", "奄", "甲", "墦", "頭", "锫", "俦", "玩", "搀", "砭", "流", "橇", "泅",
"琇", "趣", "∧",
"辑", "灊",
"貴", "迮", "摹", "霄", "濟", "限", "彀", "匪", "缂", "觚", "奇", "诋", "灼", "萘",
"狠", "澥", "岂",
"悺", "闾",
"麋", "号", "槽", "姹", "陉", "瑯", "尉", "h", "绖", "宿", "戋", "粝", "砂", "该",
"鞧", "翯", "釘",
"铢", "窨",
"設", "⒆"];
// 对图片的预处理及将结果转为字符串参照原项目，使用TypeScript实现
// https://github.com/sml2h3/ddddocr/blob/491ce024dc1bd1c4edd3ba3f84fca5b8317c233c/ddddocr/__init__.py#L2555
async function getImageTensor(img) {
const canvas = document.createElement('canvas');
canvas.height = 64;
canvas.width = Math.round(img.width * (64 / img.height));
const ctx = canvas.getContext('2d');
ctx.drawImage(img, 0, 0, canvas.width, canvas.height);
const imageData = ctx.getImageData(0, 0, canvas.width, canvas.height).data;
// document.body.appendChild(canvas)
return imageDataToTensor(imageData, canvas.width, canvas.height);
}
function tensorToStr(tensor) {
const items = tensor.output.data;
let result = '';
for (const item of items) {
if (item == 0)
continue;
result += charArray[item];
}
return result;
}
function imageDataToTensor(imageData, width, height) {
const transposedData = new Array();
for (let i = 0; i < imageData.length; i += 4) {
// skip data[i + 3] to filter out the alpha channel
const grey = (imageData[i] + imageData[i + 1] + imageData[i + 2]) / 3;
const item = grey / 255;
transposedData.push((item - 0.5) / 0.5);
}
const result = new yt('float32', transposedData, [
1,
1,
height,
width,
]);
return result;
}
function getInputs() {
if (window.location.host == 'webvpn.cuit.edu.cn') {
const inputs = document.getElementsByClassName('input-txt');
return {
usernameInput: inputs[0],
passwordInput: inputs[1],
isJwc: false,
};
}
else if (/.*\.cuit\.edu\.cn[^/]*\/authserver\/.*/.test(window.location.href)) {
return {
usernameInput: document.getElementById('usernamepsw'),
passwordInput: document.getElementById('password'),
isJwc: true,
};
}
throw 'Not cuit website';
}
let session;
const STORE_NAME = 'runtime';
const SIMD_WASM = {
storeName: 'simdWASM',
pathName: 'ort-wasm-simd-threaded.wasm',
};
const MODEL = {
storeName: 'model',
pathName: 'model.onnx',
};
async function getSession(resourcePath, useIndexDB) {
if (session == undefined) {
if (useIndexDB) {
const db = await openDB('cuit_captcha', 1, {
upgrade(db) {
if (db.objectStoreNames.contains(STORE_NAME)) {
db.deleteObjectStore(STORE_NAME);
}
db.createObjectStore(STORE_NAME);
},
});
const [simdWasmCompressed, modelCompressed] = await Promise.all([
db.get(STORE_NAME, SIMD_WASM.storeName),
db.get(STORE_NAME, MODEL.storeName),
]);
let simdWasm;
let model;
if (simdWasmCompressed === undefined || modelCompressed === undefined) {
const downloadAndStore = async (store) => {
const response = await fetch(resourcePath + store.pathName);
if (!response.ok)
throw new Error('download failed');
const blob = await response.blob();
(async () => {
const compressed = gzipSync(new Uint8Array(await blob.arrayBuffer()));
db.put(STORE_NAME, compressed, store.storeName);
})();
return blob;
};
const simdWasmStoreP = downloadAndStore(SIMD_WASM);
const modelStoreP = downloadAndStore(MODEL);
simdWasm = await simdWasmStoreP;
model = await modelStoreP;
}
else {
const unzip = async (compressData) => {
const rawData = gunzipSync(compressData);
return new Blob([rawData], { type: 'application/wasm' });
};
const [simdWasm2, model2] = await Promise.all([
unzip(simdWasmCompressed),
unzip(modelCompressed),
]);
simdWasm = simdWasm2;
model = model2;
}
z.wasm.wasmPaths = {
wasm: URL.createObjectURL(simdWasm),
};
session = await Yd.create(URL.createObjectURL(model));
}
else {
z.wasm.wasmPaths = {
wasm: resourcePath + SIMD_WASM.pathName,
};
session = await Yd.create(resourcePath + MODEL.pathName);
}
}
return session;
}
const USERNAME = 'username';
const PASSWORD = 'password';
const username = localStorage.getItem(USERNAME);
const password = localStorage.getItem(PASSWORD);
const img = document.getElementById('imgCode');
const captchaInput = document.getElementById('captcha');
let shouldClick = true;
async function main() {
const { usernameInput, passwordInput, isJwc } = getInputs();
const loginButton = document.getElementsByTagName('button')[0];
function login() {
let input = (input, value) => {
const event = new Event('change');
input.value = value;
input.dispatchEvent(event);
};
if (username != null && password != null) {
input(usernameInput, username);
input(passwordInput, password);
if (shouldClick)
loginButton.click();
}
}
function refreshCaptcha() {
const timestamp = new Date().getTime();
img.src = `captcha?timestamp=${timestamp}`;
}
async function jwc() {
const session = await getSession(resourcePath, useIndexDB);
const messageElement = document.getElementsByClassName('tipLi')[0];
const observer = new MutationObserver(() => {
const message = messageElement.innerHTML;
if (message.includes('验证码'))
refreshCaptcha();
else if (message.includes('账号或者密码'))
shouldClick = false;
});
observer.observe(messageElement, {
childList: true,
subtree: false,
});
const inputTensor = await getImageTensor(img);
const outputTensor = await session.run({ input1: inputTensor });
const result = tensorToStr(outputTensor);
if (!/^\w{4}$/.test(result)) {
refreshCaptcha();
return;
}
captchaInput.value = result.toLowerCase();
login();
}
loginButton.onclick = () => {
let check = (input, key) => {
if (input.value != '') {
localStorage.setItem(key, input.value);
}
};
check(usernameInput, USERNAME);
check(passwordInput, PASSWORD);
if (isJwc)
checkLogin();
};
if (isJwc) {
img.onload = jwc;
if (img.complete) {
jwc();
}
}
else {
login();
}
}
const wait = setInterval(() => {
const form = document.getElementsByTagName('form')[0];
if (form != undefined) {
clearInterval(wait);
main();
}
}, 500);
})();