ruvector-attention-wasm/ruvector_attention_wasm.js

High-performance attention mechanisms for WebAssembly - Transformer, Hyperbolic, Flash, MoE, and Graph attention

let wasm;

let cachedUint8ArrayMemory0 = null;

function getUint8ArrayMemory0() {
    if (cachedUint8ArrayMemory0 === null || cachedUint8ArrayMemory0.byteLength === 0) {
        cachedUint8ArrayMemory0 = new Uint8Array(wasm.memory.buffer);
    }
    return cachedUint8ArrayMemory0;
}

let cachedTextDecoder = new TextDecoder('utf-8', { ignoreBOM: true, fatal: true });

cachedTextDecoder.decode();

const MAX_SAFARI_DECODE_BYTES = 2146435072;
let numBytesDecoded = 0;
function decodeText(ptr, len) {
    numBytesDecoded += len;
    if (numBytesDecoded >= MAX_SAFARI_DECODE_BYTES) {
        cachedTextDecoder = new TextDecoder('utf-8', { ignoreBOM: true, fatal: true });
        cachedTextDecoder.decode();
        numBytesDecoded = len;
    }
    return cachedTextDecoder.decode(getUint8ArrayMemory0().subarray(ptr, ptr + len));
}

function getStringFromWasm0(ptr, len) {
    ptr = ptr >>> 0;
    return decodeText(ptr, len);
}

let heap = new Array(128).fill(undefined);

heap.push(undefined, null, true, false);

let heap_next = heap.length;

function addHeapObject(obj) {
    if (heap_next === heap.length) heap.push(heap.length + 1);
    const idx = heap_next;
    heap_next = heap[idx];

    heap[idx] = obj;
    return idx;
}

function getObject(idx) { return heap[idx]; }

let WASM_VECTOR_LEN = 0;

const cachedTextEncoder = new TextEncoder();

if (!('encodeInto' in cachedTextEncoder)) {
    cachedTextEncoder.encodeInto = function (arg, view) {
        const buf = cachedTextEncoder.encode(arg);
        view.set(buf);
        return {
            read: arg.length,
            written: buf.length
        };
    }
}

function passStringToWasm0(arg, malloc, realloc) {

    if (realloc === undefined) {
        const buf = cachedTextEncoder.encode(arg);
        const ptr = malloc(buf.length, 1) >>> 0;
        getUint8ArrayMemory0().subarray(ptr, ptr + buf.length).set(buf);
        WASM_VECTOR_LEN = buf.length;
        return ptr;
    }

    let len = arg.length;
    let ptr = malloc(len, 1) >>> 0;

    const mem = getUint8ArrayMemory0();

    let offset = 0;

    for (; offset < len; offset++) {
        const code = arg.charCodeAt(offset);
        if (code > 0x7F) break;
        mem[ptr + offset] = code;
    }

    if (offset !== len) {
        if (offset !== 0) {
            arg = arg.slice(offset);
        }
        ptr = realloc(ptr, len, len = offset + arg.length * 3, 1) >>> 0;
        const view = getUint8ArrayMemory0().subarray(ptr + offset, ptr + len);
        const ret = cachedTextEncoder.encodeInto(arg, view);

        offset += ret.written;
        ptr = realloc(ptr, len, offset, 1) >>> 0;
    }

    WASM_VECTOR_LEN = offset;
    return ptr;
}

let cachedDataViewMemory0 = null;

function getDataViewMemory0() {
    if (cachedDataViewMemory0 === null || cachedDataViewMemory0.buffer.detached === true || (cachedDataViewMemory0.buffer.detached === undefined && cachedDataViewMemory0.buffer !== wasm.memory.buffer)) {
        cachedDataViewMemory0 = new DataView(wasm.memory.buffer);
    }
    return cachedDataViewMemory0;
}

function isLikeNone(x) {
    return x === undefined || x === null;
}

function getArrayU8FromWasm0(ptr, len) {
    ptr = ptr >>> 0;
    return getUint8ArrayMemory0().subarray(ptr / 1, ptr / 1 + len);
}

function debugString(val) {
    // primitive types
    const type = typeof val;
    if (type == 'number' || type == 'boolean' || val == null) {
        return  `${val}`;
    }
    if (type == 'string') {
        return `"${val}"`;
    }
    if (type == 'symbol') {
        const description = val.description;
        if (description == null) {
            return 'Symbol';
        } else {
            return `Symbol(${description})`;
        }
    }
    if (type == 'function') {
        const name = val.name;
        if (typeof name == 'string' && name.length > 0) {
            return `Function(${name})`;
        } else {
            return 'Function';
        }
    }
    // objects
    if (Array.isArray(val)) {
        const length = val.length;
        let debug = '[';
        if (length > 0) {
            debug += debugString(val[0]);
        }
        for(let i = 1; i < length; i++) {
            debug += ', ' + debugString(val[i]);
        }
        debug += ']';
        return debug;
    }
    // Test for built-in
    const builtInMatches = /\[object ([^\]]+)\]/.exec(toString.call(val));
    let className;
    if (builtInMatches && builtInMatches.length > 1) {
        className = builtInMatches[1];
    } else {
        // Failed to match the standard '[object ClassName]'
        return toString.call(val);
    }
    if (className == 'Object') {
        // we're a user defined class or Object
        // JSON.stringify avoids problems with cycles, and is generally much
        // easier than looping through ownProperties of `val`.
        try {
            return 'Object(' + JSON.stringify(val) + ')';
        } catch (_) {
            return 'Object';
        }
    }
    // errors
    if (val instanceof Error) {
        return `${val.name}: ${val.message}\n${val.stack}`;
    }
    // TODO we could test for more things here, like `Set`s and `Map`s.
    return className;
}

function handleError(f, args) {
    try {
        return f.apply(this, args);
    } catch (e) {
        wasm.__wbindgen_export3(addHeapObject(e));
    }
}

function dropObject(idx) {
    if (idx < 132) return;
    heap[idx] = heap_next;
    heap_next = idx;
}

function takeObject(idx) {
    const ret = getObject(idx);
    dropObject(idx);
    return ret;
}
/**
 * Initialize the WASM module with panic hook
 */
export function init() {
    wasm.init();
}

/**
 * Get the version of the ruvector-attention-wasm crate
 * @returns {string}
 */
export function version() {
    let deferred1_0;
    let deferred1_1;
    try {
        const retptr = wasm.__wbindgen_add_to_stack_pointer(-16);
        wasm.version(retptr);
        var r0 = getDataViewMemory0().getInt32(retptr + 4 * 0, true);
        var r1 = getDataViewMemory0().getInt32(retptr + 4 * 1, true);
        deferred1_0 = r0;
        deferred1_1 = r1;
        return getStringFromWasm0(r0, r1);
    } finally {
        wasm.__wbindgen_add_to_stack_pointer(16);
        wasm.__wbindgen_export4(deferred1_0, deferred1_1, 1);
    }
}

/**
 * Get information about available attention mechanisms
 * @returns {any}
 */
export function available_mechanisms() {
    const ret = wasm.available_mechanisms();
    return takeObject(ret);
}

let cachedFloat32ArrayMemory0 = null;

function getFloat32ArrayMemory0() {
    if (cachedFloat32ArrayMemory0 === null || cachedFloat32ArrayMemory0.byteLength === 0) {
        cachedFloat32ArrayMemory0 = new Float32Array(wasm.memory.buffer);
    }
    return cachedFloat32ArrayMemory0;
}

function passArrayF32ToWasm0(arg, malloc) {
    const ptr = malloc(arg.length * 4, 4) >>> 0;
    getFloat32ArrayMemory0().set(arg, ptr / 4);
    WASM_VECTOR_LEN = arg.length;
    return ptr;
}
/**
 * Compute attention weights from scores
 * @param {Float32Array} scores
 * @param {number | null} [temperature]
 */
export function attention_weights(scores, temperature) {
    var ptr0 = passArrayF32ToWasm0(scores, wasm.__wbindgen_export);
    var len0 = WASM_VECTOR_LEN;
    wasm.attention_weights(ptr0, len0, addHeapObject(scores), isLikeNone(temperature) ? 0x100000001 : Math.fround(temperature));
}

/**
 * Compute cosine similarity between two vectors
 * @param {Float32Array} a
 * @param {Float32Array} b
 * @returns {number}
 */
export function cosine_similarity(a, b) {
    try {
        const retptr = wasm.__wbindgen_add_to_stack_pointer(-16);
        const ptr0 = passArrayF32ToWasm0(a, wasm.__wbindgen_export);
        const len0 = WASM_VECTOR_LEN;
        const ptr1 = passArrayF32ToWasm0(b, wasm.__wbindgen_export);
        const len1 = WASM_VECTOR_LEN;
        wasm.cosine_similarity(retptr, ptr0, len0, ptr1, len1);
        var r0 = getDataViewMemory0().getFloat32(retptr + 4 * 0, true);
        var r1 = getDataViewMemory0().getInt32(retptr + 4 * 1, true);
        var r2 = getDataViewMemory0().getInt32(retptr + 4 * 2, true);
        if (r2) {
            throw takeObject(r1);
        }
        return r0;
    } finally {
        wasm.__wbindgen_add_to_stack_pointer(16);
    }
}

function getArrayF32FromWasm0(ptr, len) {
    ptr = ptr >>> 0;
    return getFloat32ArrayMemory0().subarray(ptr / 4, ptr / 4 + len);
}
/**
 * Compute pairwise distances between vectors
 * @param {any} vectors
 * @returns {Float32Array}
 */
export function pairwise_distances(vectors) {
    try {
        const retptr = wasm.__wbindgen_add_to_stack_pointer(-16);
        wasm.pairwise_distances(retptr, addHeapObject(vectors));
        var r0 = getDataViewMemory0().getInt32(retptr + 4 * 0, true);
        var r1 = getDataViewMemory0().getInt32(retptr + 4 * 1, true);
        var r2 = getDataViewMemory0().getInt32(retptr + 4 * 2, true);
        var r3 = getDataViewMemory0().getInt32(retptr + 4 * 3, true);
        if (r3) {
            throw takeObject(r2);
        }
        var v1 = getArrayF32FromWasm0(r0, r1).slice();
        wasm.__wbindgen_export4(r0, r1 * 4, 4);
        return v1;
    } finally {
        wasm.__wbindgen_add_to_stack_pointer(16);
    }
}

/**
 * Generate random orthogonal matrix (for initialization)
 * @param {number} dim
 * @returns {Float32Array}
 */
export function random_orthogonal_matrix(dim) {
    try {
        const retptr = wasm.__wbindgen_add_to_stack_pointer(-16);
        wasm.random_orthogonal_matrix(retptr, dim);
        var r0 = getDataViewMemory0().getInt32(retptr + 4 * 0, true);
        var r1 = getDataViewMemory0().getInt32(retptr + 4 * 1, true);
        var v1 = getArrayF32FromWasm0(r0, r1).slice();
        wasm.__wbindgen_export4(r0, r1 * 4, 4);
        return v1;
    } finally {
        wasm.__wbindgen_add_to_stack_pointer(16);
    }
}

/**
 * Log an error to the browser console
 * @param {string} message
 */
export function log_error(message) {
    const ptr0 = passStringToWasm0(message, wasm.__wbindgen_export, wasm.__wbindgen_export2);
    const len0 = WASM_VECTOR_LEN;
    wasm.log_error(ptr0, len0);
}

/**
 * Compute L2 norm of a vector
 * @param {Float32Array} vec
 * @returns {number}
 */
export function l2_norm(vec) {
    const ptr0 = passArrayF32ToWasm0(vec, wasm.__wbindgen_export);
    const len0 = WASM_VECTOR_LEN;
    const ret = wasm.l2_norm(ptr0, len0);
    return ret;
}

/**
 * Log a message to the browser console
 * @param {string} message
 */
export function log(message) {
    const ptr0 = passStringToWasm0(message, wasm.__wbindgen_export, wasm.__wbindgen_export2);
    const len0 = WASM_VECTOR_LEN;
    wasm.log(ptr0, len0);
}

/**
 * Normalize a vector to unit length
 * @param {Float32Array} vec
 */
export function normalize(vec) {
    try {
        const retptr = wasm.__wbindgen_add_to_stack_pointer(-16);
        var ptr0 = passArrayF32ToWasm0(vec, wasm.__wbindgen_export);
        var len0 = WASM_VECTOR_LEN;
        wasm.normalize(retptr, ptr0, len0, addHeapObject(vec));
        var r0 = getDataViewMemory0().getInt32(retptr + 4 * 0, true);
        var r1 = getDataViewMemory0().getInt32(retptr + 4 * 1, true);
        if (r1) {
            throw takeObject(r0);
        }
    } finally {
        wasm.__wbindgen_add_to_stack_pointer(16);
    }
}

/**
 * Batch normalize vectors
 * @param {any} vectors
 * @param {number | null} [epsilon]
 * @returns {Float32Array}
 */
export function batch_normalize(vectors, epsilon) {
    try {
        const retptr = wasm.__wbindgen_add_to_stack_pointer(-16);
        wasm.batch_normalize(retptr, addHeapObject(vectors), isLikeNone(epsilon) ? 0x100000001 : Math.fround(epsilon));
        var r0 = getDataViewMemory0().getInt32(retptr + 4 * 0, true);
        var r1 = getDataViewMemory0().getInt32(retptr + 4 * 1, true);
        var r2 = getDataViewMemory0().getInt32(retptr + 4 * 2, true);
        var r3 = getDataViewMemory0().getInt32(retptr + 4 * 3, true);
        if (r3) {
            throw takeObject(r2);
        }
        var v1 = getArrayF32FromWasm0(r0, r1).slice();
        wasm.__wbindgen_export4(r0, r1 * 4, 4);
        return v1;
    } finally {
        wasm.__wbindgen_add_to_stack_pointer(16);
    }
}

/**
 * Compute softmax of a vector
 * @param {Float32Array} vec
 */
export function softmax(vec) {
    var ptr0 = passArrayF32ToWasm0(vec, wasm.__wbindgen_export);
    var len0 = WASM_VECTOR_LEN;
    wasm.softmax(ptr0, len0, addHeapObject(vec));
}

/**
 * Compute scaled dot-product attention
 *
 * # Arguments
 * * `query` - Query vector as Float32Array
 * * `keys` - Array of key vectors
 * * `values` - Array of value vectors
 * * `scale` - Optional scaling factor (defaults to 1/sqrt(dim))
 * @param {Float32Array} query
 * @param {any} keys
 * @param {any} values
 * @param {number | null} [_scale]
 * @returns {Float32Array}
 */
export function scaled_dot_attention(query, keys, values, _scale) {
    try {
        const retptr = wasm.__wbindgen_add_to_stack_pointer(-16);
        const ptr0 = passArrayF32ToWasm0(query, wasm.__wbindgen_export);
        const len0 = WASM_VECTOR_LEN;
        wasm.scaled_dot_attention(retptr, ptr0, len0, addHeapObject(keys), addHeapObject(values), isLikeNone(_scale) ? 0x100000001 : Math.fround(_scale));
        var r0 = getDataViewMemory0().getInt32(retptr + 4 * 0, true);
        var r1 = getDataViewMemory0().getInt32(retptr + 4 * 1, true);
        var r2 = getDataViewMemory0().getInt32(retptr + 4 * 2, true);
        var r3 = getDataViewMemory0().getInt32(retptr + 4 * 3, true);
        if (r3) {
            throw takeObject(r2);
        }
        var v2 = getArrayF32FromWasm0(r0, r1).slice();
        wasm.__wbindgen_export4(r0, r1 * 4, 4);
        return v2;
    } finally {
        wasm.__wbindgen_add_to_stack_pointer(16);
    }
}

const WasmAdamFinalization = (typeof FinalizationRegistry === 'undefined')
    ? { register: () => {}, unregister: () => {} }
    : new FinalizationRegistry(ptr => wasm.__wbg_wasmadam_free(ptr >>> 0, 1));
/**
 * Adam optimizer
 */
export class WasmAdam {

    __destroy_into_raw() {
        const ptr = this.__wbg_ptr;
        this.__wbg_ptr = 0;
        WasmAdamFinalization.unregister(this);
        return ptr;
    }

    free() {
        const ptr = this.__destroy_into_raw();
        wasm.__wbg_wasmadam_free(ptr, 0);
    }
    /**
     * Get current learning rate
     * @returns {number}
     */
    get learning_rate() {
        const ret = wasm.wasmadam_learning_rate(this.__wbg_ptr);
        return ret;
    }
    /**
     * Set learning rate
     * @param {number} lr
     */
    set learning_rate(lr) {
        wasm.wasmadam_set_learning_rate(this.__wbg_ptr, lr);
    }
    /**
     * Create a new Adam optimizer
     *
     * # Arguments
     * * `param_count` - Number of parameters
     * * `learning_rate` - Learning rate
     * @param {number} param_count
     * @param {number} learning_rate
     */
    constructor(param_count, learning_rate) {
        const ret = wasm.wasmadam_new(param_count, learning_rate);
        this.__wbg_ptr = ret >>> 0;
        WasmAdamFinalization.register(this, this.__wbg_ptr, this);
        return this;
    }
    /**
     * Perform optimization step
     *
     * # Arguments
     * * `params` - Current parameter values (will be updated in-place)
     * * `gradients` - Gradient values
     * @param {Float32Array} params
     * @param {Float32Array} gradients
     */
    step(params, gradients) {
        var ptr0 = passArrayF32ToWasm0(params, wasm.__wbindgen_export);
        var len0 = WASM_VECTOR_LEN;
        const ptr1 = passArrayF32ToWasm0(gradients, wasm.__wbindgen_export);
        const len1 = WASM_VECTOR_LEN;
        wasm.wasmadam_step(this.__wbg_ptr, ptr0, len0, addHeapObject(params), ptr1, len1);
    }
    /**
     * Reset optimizer state
     */
    reset() {
        wasm.wasmadam_reset(this.__wbg_ptr);
    }
}
if (Symbol.dispose) WasmAdam.prototype[Symbol.dispose] = WasmAdam.prototype.free;

const WasmAdamWFinalization = (typeof FinalizationRegistry === 'undefined')
    ? { register: () => {}, unregister: () => {} }
    : new FinalizationRegistry(ptr => wasm.__wbg_wasmadamw_free(ptr >>> 0, 1));
/**
 * AdamW optimizer (Adam with decoupled weight decay)
 */
export class WasmAdamW {

    __destroy_into_raw() {
        const ptr = this.__wbg_ptr;
        this.__wbg_ptr = 0;
        WasmAdamWFinalization.unregister(this);
        return ptr;
    }

    free() {
        const ptr = this.__destroy_into_raw();
        wasm.__wbg_wasmadamw_free(ptr, 0);
    }
    /**
     * Get weight decay
     * @returns {number}
     */
    get weight_decay() {
        const ret = wasm.wasmadamw_weight_decay(this.__wbg_ptr);
        return ret;
    }
    /**
     * Get current learning rate
     * @returns {number}
     */
    get learning_rate() {
        const ret = wasm.wasmadam_learning_rate(this.__wbg_ptr);
        return ret;
    }
    /**
     * Set learning rate
     * @param {number} lr
     */
    set learning_rate(lr) {
        wasm.wasmadam_set_learning_rate(this.__wbg_ptr, lr);
    }
    /**
     * Create a new AdamW optimizer
     *
     * # Arguments
     * * `param_count` - Number of parameters
     * * `learning_rate` - Learning rate
     * * `weight_decay` - Weight decay coefficient
     * @param {number} param_count
     * @param {number} learning_rate
     * @param {number} weight_decay
     */
    constructor(param_count, learning_rate, weight_decay) {
        const ret = wasm.wasmadamw_new(param_count, learning_rate, weight_decay);
        this.__wbg_ptr = ret >>> 0;
        WasmAdamWFinalization.register(this, this.__wbg_ptr, this);
        return this;
    }
    /**
     * Perform optimization step with weight decay
     * @param {Float32Array} params
     * @param {Float32Array} gradients
     */
    step(params, gradients) {
        var ptr0 = passArrayF32ToWasm0(params, wasm.__wbindgen_export);
        var len0 = WASM_VECTOR_LEN;
        const ptr1 = passArrayF32ToWasm0(gradients, wasm.__wbindgen_export);
        const len1 = WASM_VECTOR_LEN;
        wasm.wasmadamw_step(this.__wbg_ptr, ptr0, len0, addHeapObject(params), ptr1, len1);
    }
    /**
     * Reset optimizer state
     */
    reset() {
        wasm.wasmadamw_reset(this.__wbg_ptr);
    }
}
if (Symbol.dispose) WasmAdamW.prototype[Symbol.dispose] = WasmAdamW.prototype.free;

const WasmFlashAttentionFinalization = (typeof FinalizationRegistry === 'undefined')
    ? { register: () => {}, unregister: () => {} }
    : new FinalizationRegistry(ptr => wasm.__wbg_wasmflashattention_free(ptr >>> 0, 1));
/**
 * Flash attention mechanism
 */
export class WasmFlashAttention {

    __destroy_into_raw() {
        const ptr = this.__wbg_ptr;
        this.__wbg_ptr = 0;
        WasmFlashAttentionFinalization.unregister(this);
        return ptr;
    }

    free() {
        const ptr = this.__destroy_into_raw();
        wasm.__wbg_wasmflashattention_free(ptr, 0);
    }
    /**
     * Create a new flash attention instance
     *
     * # Arguments
     * * `dim` - Embedding dimension
     * * `block_size` - Block size for tiling
     * @param {number} dim
     * @param {number} block_size
     */
    constructor(dim, block_size) {
        const ret = wasm.wasmflashattention_new(dim, block_size);
        this.__wbg_ptr = ret >>> 0;
        WasmFlashAttentionFinalization.register(this, this.__wbg_ptr, this);
        return this;
    }
    /**
     * Compute flash attention
     * @param {Float32Array} query
     * @param {any} keys
     * @param {any} values
     * @returns {Float32Array}
     */
    compute(query, keys, values) {
        try {
            const retptr = wasm.__wbindgen_add_to_stack_pointer(-16);
            const ptr0 = passArrayF32ToWasm0(query, wasm.__wbindgen_export);
            const len0 = WASM_VECTOR_LEN;
            wasm.wasmflashattention_compute(retptr, this.__wbg_ptr, ptr0, len0, addHeapObject(keys), addHeapObject(values));
            var r0 = getDataViewMemory0().getInt32(retptr + 4 * 0, true);
            var r1 = getDataViewMemory0().getInt32(retptr + 4 * 1, true);
            var r2 = getDataViewMemory0().getInt32(retptr + 4 * 2, true);
            var r3 = getDataViewMemory0().getInt32(retptr + 4 * 3, true);
            if (r3) {
                throw takeObject(r2);
            }
            var v2 = getArrayF32FromWasm0(r0, r1).slice();
            wasm.__wbindgen_export4(r0, r1 * 4, 4);
            return v2;
        } finally {
            wasm.__wbindgen_add_to_stack_pointer(16);
        }
    }
}
if (Symbol.dispose) WasmFlashAttention.prototype[Symbol.dispose] = WasmFlashAttention.prototype.free;

const WasmHyperbolicAttentionFinalization = (typeof FinalizationRegistry === 'undefined')
    ? { register: () => {}, unregister: () => {} }
    : new FinalizationRegistry(ptr => wasm.__wbg_wasmhyperbolicattention_free(ptr >>> 0, 1));
/**
 * Hyperbolic attention mechanism
 */
export class WasmHyperbolicAttention {

    __destroy_into_raw() {
        const ptr = this.__wbg_ptr;
        this.__wbg_ptr = 0;
        WasmHyperbolicAttentionFinalization.unregister(this);
        return ptr;
    }

    free() {
        const ptr = this.__destroy_into_raw();
        wasm.__wbg_wasmhyperbolicattention_free(ptr, 0);
    }
    /**
     * Create a new hyperbolic attention instance
     *
     * # Arguments
     * * `dim` - Embedding dimension
     * * `curvature` - Hyperbolic curvature parameter
     * @param {number} dim
     * @param {number} curvature
     */
    constructor(dim, curvature) {
        const ret = wasm.wasmhyperbolicattention_new(dim, curvature);
        this.__wbg_ptr = ret >>> 0;
        WasmHyperbolicAttentionFinalization.register(this, this.__wbg_ptr, this);
        return this;
    }
    /**
     * Compute hyperbolic attention
     * @param {Float32Array} query
     * @param {any} keys
     * @param {any} values
     * @returns {Float32Array}
     */
    compute(query, keys, values) {
        try {
            const retptr = wasm.__wbindgen_add_to_stack_pointer(-16);
            const ptr0 = passArrayF32ToWasm0(query, wasm.__wbindgen_export);
            const len0 = WASM_VECTOR_LEN;
            wasm.wasmhyperbolicattention_compute(retptr, this.__wbg_ptr, ptr0, len0, addHeapObject(keys), addHeapObject(values));
            var r0 = getDataViewMemory0().getInt32(retptr + 4 * 0, true);
            var r1 = getDataViewMemory0().getInt32(retptr + 4 * 1, true);
            var r2 = getDataViewMemory0().getInt32(retptr + 4 * 2, true);
            var r3 = getDataViewMemory0().getInt32(retptr + 4 * 3, true);
            if (r3) {
                throw takeObject(r2);
            }
            var v2 = getArrayF32FromWasm0(r0, r1).slice();
            wasm.__wbindgen_export4(r0, r1 * 4, 4);
            return v2;
        } finally {
            wasm.__wbindgen_add_to_stack_pointer(16);
        }
    }
    /**
     * Get the curvature
     * @returns {number}
     */
    get curvature() {
        const ret = wasm.wasmhyperbolicattention_curvature(this.__wbg_ptr);
        return ret;
    }
}
if (Symbol.dispose) WasmHyperbolicAttention.prototype[Symbol.dispose] = WasmHyperbolicAttention.prototype.free;

const WasmInfoNCELossFinalization = (typeof FinalizationRegistry === 'undefined')
    ? { register: () => {}, unregister: () => {} }
    : new FinalizationRegistry(ptr => wasm.__wbg_wasminfonceloss_free(ptr >>> 0, 1));
/**
 * InfoNCE contrastive loss for training
 */
export class WasmInfoNCELoss {

    __destroy_into_raw() {
        const ptr = this.__wbg_ptr;
        this.__wbg_ptr = 0;
        WasmInfoNCELossFinalization.unregister(this);
        return ptr;
    }

    free() {
        const ptr = this.__destroy_into_raw();
        wasm.__wbg_wasminfonceloss_free(ptr, 0);
    }
    /**
     * Create a new InfoNCE loss instance
     *
     * # Arguments
     * * `temperature` - Temperature parameter for softmax
     * @param {number} temperature
     */
    constructor(temperature) {
        const ret = wasm.wasminfonceloss_new(temperature);
        this.__wbg_ptr = ret >>> 0;
        WasmInfoNCELossFinalization.register(this, this.__wbg_ptr, this);
        return this;
    }
    /**
     * Compute InfoNCE loss
     *
     * # Arguments
     * * `anchor` - Anchor embedding
     * * `positive` - Positive example embedding
     * * `negatives` - Array of negative example embeddings
     * @param {Float32Array} anchor
     * @param {Float32Array} positive
     * @param {any} negatives
     * @returns {number}
     */
    compute(anchor, positive, negatives) {
        try {
            const retptr = wasm.__wbindgen_add_to_stack_pointer(-16);
            const ptr0 = passArrayF32ToWasm0(anchor, wasm.__wbindgen_export);
            const len0 = WASM_VECTOR_LEN;
            const ptr1 = passArrayF32ToWasm0(positive, wasm.__wbindgen_export);
            const len1 = WASM_VECTOR_LEN;
            wasm.wasminfonceloss_compute(retptr, this.__wbg_ptr, ptr0, len0, ptr1, len1, addHeapObject(negatives));
            var r0 = getDataViewMemory0().getFloat32(retptr + 4 * 0, true);
            var r1 = getDataViewMemory0().getInt32(retptr + 4 * 1, true);
            var r2 = getDataViewMemory0().getInt32(retptr + 4 * 2, true);
            if (r2) {
                throw takeObject(r1);
            }
            return r0;
        } finally {
            wasm.__wbindgen_add_to_stack_pointer(16);
        }
    }
}
if (Symbol.dispose) WasmInfoNCELoss.prototype[Symbol.dispose] = WasmInfoNCELoss.prototype.free;

const WasmLRSchedulerFinalization = (typeof FinalizationRegistry === 'undefined')
    ? { register: () => {}, unregister: () => {} }
    : new FinalizationRegistry(ptr => wasm.__wbg_wasmlrscheduler_free(ptr >>> 0, 1));
/**
 * Learning rate scheduler
 */
export class WasmLRScheduler {

    __destroy_into_raw() {
        const ptr = this.__wbg_ptr;
        this.__wbg_ptr = 0;
        WasmLRSchedulerFinalization.unregister(this);
        return ptr;
    }

    free() {
        const ptr = this.__destroy_into_raw();
        wasm.__wbg_wasmlrscheduler_free(ptr, 0);
    }
    /**
     * Create a new learning rate scheduler with warmup and cosine decay
     *
     * # Arguments
     * * `initial_lr` - Initial learning rate
     * * `warmup_steps` - Number of warmup steps
     * * `total_steps` - Total training steps
     * @param {number} initial_lr
     * @param {number} warmup_steps
     * @param {number} total_steps
     */
    constructor(initial_lr, warmup_steps, total_steps) {
        const ret = wasm.wasmlrscheduler_new(initial_lr, warmup_steps, total_steps);
        this.__wbg_ptr = ret >>> 0;
        WasmLRSchedulerFinalization.register(this, this.__wbg_ptr, this);
        return this;
    }
    /**
     * Advance to next step
     */
    step() {
        wasm.wasmlrscheduler_step(this.__wbg_ptr);
    }
    /**
     * Reset scheduler
     */
    reset() {
        wasm.wasmlrscheduler_reset(this.__wbg_ptr);
    }
    /**
     * Get learning rate for current step
     * @returns {number}
     */
    get_lr() {
        const ret = wasm.wasmlrscheduler_get_lr(this.__wbg_ptr);
        return ret;
    }
}
if (Symbol.dispose) WasmLRScheduler.prototype[Symbol.dispose] = WasmLRScheduler.prototype.free;

const WasmLinearAttentionFinalization = (typeof FinalizationRegistry === 'undefined')
    ? { register: () => {}, unregister: () => {} }
    : new FinalizationRegistry(ptr => wasm.__wbg_wasmlinearattention_free(ptr >>> 0, 1));
/**
 * Linear attention (Performer-style)
 */
export class WasmLinearAttention {

    __destroy_into_raw() {
        const ptr = this.__wbg_ptr;
        this.__wbg_ptr = 0;
        WasmLinearAttentionFinalization.unregister(this);
        return ptr;
    }

    free() {
        const ptr = this.__destroy_into_raw();
        wasm.__wbg_wasmlinearattention_free(ptr, 0);
    }
    /**
     * Create a new linear attention instance
     *
     * # Arguments
     * * `dim` - Embedding dimension
     * * `num_features` - Number of random features
     * @param {number} dim
     * @param {number} num_features
     */
    constructor(dim, num_features) {
        const ret = wasm.wasmlinearattention_new(dim, num_features);
        this.__wbg_ptr = ret >>> 0;
        WasmLinearAttentionFinalization.register(this, this.__wbg_ptr, this);
        return this;
    }
    /**
     * Compute linear attention
     * @param {Float32Array} query
     * @param {any} keys
     * @param {any} values
     * @returns {Float32Array}
     */
    compute(query, keys, values) {
        try {
            const retptr = wasm.__wbindgen_add_to_stack_pointer(-16);
            const ptr0 = passArrayF32ToWasm0(query, wasm.__wbindgen_export);
            const len0 = WASM_VECTOR_LEN;
            wasm.wasmlinearattention_compute(retptr, this.__wbg_ptr, ptr0, len0, addHeapObject(keys), addHeapObject(values));
            var r0 = getDataViewMemory0().getInt32(retptr + 4 * 0, true);
            var r1 = getDataViewMemory0().getInt32(retptr + 4 * 1, true);
            var r2 = getDataViewMemory0().getInt32(retptr + 4 * 2, true);
            var r3 = getDataViewMemory0().getInt32(retptr + 4 * 3, true);
            if (r3) {
                throw takeObject(r2);
            }
            var v2 = getArrayF32FromWasm0(r0, r1).slice();
            wasm.__wbindgen_export4(r0, r1 * 4, 4);
            return v2;
        } finally {
            wasm.__wbindgen_add_to_stack_pointer(16);
        }
    }
}
if (Symbol.dispose) WasmLinearAttention.prototype[Symbol.dispose] = WasmLinearAttention.prototype.free;

const WasmLocalGlobalAttentionFinalization = (typeof FinalizationRegistry === 'undefined')
    ? { register: () => {}, unregister: () => {} }
    : new FinalizationRegistry(ptr => wasm.__wbg_wasmlocalglobalattention_free(ptr >>> 0, 1));
/**
 * Local-global attention mechanism
 */
export class WasmLocalGlobalAttention {

    __destroy_into_raw() {
        const ptr = this.__wbg_ptr;
        this.__wbg_ptr = 0;
        WasmLocalGlobalAttentionFinalization.unregister(this);
        return ptr;
    }

    free() {
        const ptr = this.__destroy_into_raw();
        wasm.__wbg_wasmlocalglobalattention_free(ptr, 0);
    }
    /**
     * Create a new local-global attention instance
     *
     * # Arguments
     * * `dim` - Embedding dimension
     * * `local_window` - Size of local attention window
     * * `global_tokens` - Number of global attention tokens
     * @param {number} dim
     * @param {number} local_window
     * @param {number} global_tokens
     */
    constructor(dim, local_window, global_tokens) {
        const ret = wasm.wasmlocalglobalattention_new(dim, local_window, global_tokens);
        this.__wbg_ptr = ret >>> 0;
        WasmLocalGlobalAttentionFinalization.register(this, this.__wbg_ptr, this);
        return this;
    }
    /**
     * Compute local-global attention
     * @param {Float32Array} query
     * @param {any} keys
     * @param {any} values
     * @returns {Float32Array}
     */
    compute(query, keys, values) {
        try {
            const retptr = wasm.__wbindgen_add_to_stack_pointer(-16);
            const ptr0 = passArrayF32ToWasm0(query, wasm.__wbindgen_export);
            const len0 = WASM_VECTOR_LEN;
            wasm.wasmlocalglobalattention_compute(retptr, this.__wbg_ptr, ptr0, len0, addHeapObject(keys), addHeapObject(values));
            var r0 = getDataViewMemory0().getInt32(retptr + 4 * 0, true);
            var r1 = getDataViewMemory0().getInt32(retptr + 4 * 1, true);
            var r2 = getDataViewMemory0().getInt32(retptr + 4 * 2, true);
            var r3 = getDataViewMemory0().getInt32(retptr + 4 * 3, true);
            if (r3) {
                throw takeObject(r2);
            }
            var v2 = getArrayF32FromWasm0(r0, r1).slice();
            wasm.__wbindgen_export4(r0, r1 * 4, 4);
            return v2;
        } finally {
            wasm.__wbindgen_add_to_stack_pointer(16);
        }
    }
}
if (Symbol.dispose) WasmLocalGlobalAttention.prototype[Symbol.dispose] = WasmLocalGlobalAttention.prototype.free;

const WasmMoEAttentionFinalization = (typeof FinalizationRegistry === 'undefined')
    ? { register: () => {}, unregister: () => {} }
    : new FinalizationRegistry(ptr => wasm.__wbg_wasmmoeattention_free(ptr >>> 0, 1));
/**
 * Mixture of Experts (MoE) attention
 */
export class WasmMoEAttention {

    __destroy_into_raw() {
        const ptr = this.__wbg_ptr;
        this.__wbg_ptr = 0;
        WasmMoEAttentionFinalization.unregister(this);
        return ptr;
    }

    free() {
        const ptr = this.__destroy_into_raw();
        wasm.__wbg_wasmmoeattention_free(ptr, 0);
    }
    /**
     * Create a new MoE attention instance
     *
     * # Arguments
     * * `dim` - Embedding dimension
     * * `num_experts` - Number of expert attention mechanisms
     * * `top_k` - Number of experts to use per query
     * @param {number} dim
     * @param {number} num_experts
     * @param {number} top_k
     */
    constructor(dim, num_experts, top_k) {
        const ret = wasm.wasmmoeattention_new(dim, num_experts, top_k);
        this.__wbg_ptr = ret >>> 0;
        WasmMoEAttentionFinalization.register(this, this.__wbg_ptr, this);
        return this;
    }
    /**
     * Compute MoE attention
     * @param {Float32Array} query
     * @param {any} keys
     * @param {any} values
     * @returns {Float32Array}
     */
    compute(query, keys, values) {
        try {
            const retptr = wasm.__wbindgen_add_to_stack_pointer(-16);
            const ptr0 = passArrayF32ToWasm0(query, wasm.__wbindgen_export);
            const len0 = WASM_VECTOR_LEN;
            wasm.wasmmoeattention_compute(retptr, this.__wbg_ptr, ptr0, len0, addHeapObject(keys), addHeapObject(values));
            var r0 = getDataViewMemory0().getInt32(retptr + 4 * 0, true);
            var r1 = getDataViewMemory0().getInt32(retptr + 4 * 1, true);
            var r2 = getDataViewMemory0().getInt32(retptr + 4 * 2, true);
            var r3 = getDataViewMemory0().getInt32(retptr + 4 * 3, true);
            if (r3) {
                throw takeObject(r2);
            }
            var v2 = getArrayF32FromWasm0(r0, r1).slice();
            wasm.__wbindgen_export4(r0, r1 * 4, 4);
            return v2;
        } finally {
            wasm.__wbindgen_add_to_stack_pointer(16);
        }
    }
}
if (Symbol.dispose) WasmMoEAttention.prototype[Symbol.dispose] = WasmMoEAttention.prototype.free;

const WasmMultiHeadAttentionFinalization = (typeof FinalizationRegistry === 'undefined')
    ? { register: () => {}, unregister: () => {} }
    : new FinalizationRegistry(ptr => wasm.__wbg_wasmmultiheadattention_free(ptr >>> 0, 1));
/**
 * Multi-head attention mechanism
 */
export class WasmMultiHeadAttention {

    __destroy_into_raw() {
        const ptr = this.__wbg_ptr;
        this.__wbg_ptr = 0;
        WasmMultiHeadAttentionFinalization.unregister(this);
        return ptr;
    }

    free() {
        const ptr = this.__destroy_into_raw();
        wasm.__wbg_wasmmultiheadattention_free(ptr, 0);
    }
    /**
     * Get the dimension
     * @returns {number}
     */
    get dim() {
        const ret = wasm.wasmmultiheadattention_dim(this.__wbg_ptr);
        return ret >>> 0;
    }
    /**
     * Create a new multi-head attention instance
     *
     * # Arguments
     * * `dim` - Embedding dimension
     * * `num_heads` - Number of attention heads
     * @param {number} dim
     * @param {number} num_heads
     */
    constructor(dim, num_heads) {
        try {
            const retptr = wasm.__wbindgen_add_to_stack_pointer(-16);
            wasm.wasmmultiheadattention_new(retptr, dim, num_heads);
            var r0 = getDataViewMemory0().getInt32(retptr + 4 * 0, true);
            var r1 = getDataViewMemory0().getInt32(retptr + 4 * 1, true);
            var r2 = getDataViewMemory0().getInt32(retptr + 4 * 2, true);
            if (r2) {
                throw takeObject(r1);
            }
            this.__wbg_ptr = r0 >>> 0;
            WasmMultiHeadAttentionFinalization.register(this, this.__wbg_ptr, this);
            return this;
        } finally {
            wasm.__wbindgen_add_to_stack_pointer(16);
        }
    }
    /**
     * Compute multi-head attention
     * @param {Float32Array} query
     * @param {any} keys
     * @param {any} values
     * @returns {Float32Array}
     */
    compute(query, keys, values) {
        try {
            const retptr = wasm.__wbindgen_add_to_stack_pointer(-16);
            const ptr0 = passArrayF32ToWasm0(query, wasm.__wbindgen_export);
            const len0 = WASM_VECTOR_LEN;
            wasm.wasmmultiheadattention_compute(retptr, this.__wbg_ptr, ptr0, len0, addHeapObject(keys), addHeapObject(values));
            var r0 = getDataViewMemory0().getInt32(retptr + 4 * 0, true);
            var r1 = getDataViewMemory0().getInt32(retptr + 4 * 1, true);
            var r2 = getDataViewMemory0().getInt32(retptr + 4 * 2, true);
            var r3 = getDataViewMemory0().getInt32(retptr + 4 * 3, true);
            if (r3) {
                throw takeObject(r2);
            }
            var v2 = getArrayF32FromWasm0(r0, r1).slice();
            wasm.__wbindgen_export4(r0, r1 * 4, 4);
            return v2;
        } finally {
            wasm.__wbindgen_add_to_stack_pointer(16);
        }
    }
    /**
     * Get the number of heads
     * @returns {number}
     */
    get num_heads() {
        const ret = wasm.wasmmultiheadattention_num_heads(this.__wbg_ptr);
        return ret >>> 0;
    }
}
if (Symbol.dispose) WasmMultiHeadAttention.prototype[Symbol.dispose] = WasmMultiHeadAttention.prototype.free;

const WasmSGDFinalization = (typeof FinalizationRegistry === 'undefined')
    ? { register: () => {}, unregister: () => {} }
    : new FinalizationRegistry(ptr => wasm.__wbg_wasmsgd_free(ptr >>> 0, 1));
/**
 * SGD optimizer with momentum
 */
export class WasmSGD {

    __destroy_into_raw() {
        const ptr = this.__wbg_ptr;
        this.__wbg_ptr = 0;
        WasmSGDFinalization.unregister(this);
        return ptr;
    }

    free() {
        const ptr = this.__destroy_into_raw();
        wasm.__wbg_wasmsgd_free(ptr, 0);
    }
    /**
     * Get current learning rate
     * @returns {number}
     */
    get learning_rate() {
        const ret = wasm.wasmsgd_learning_rate(this.__wbg_ptr);
        return ret;
    }
    /**
     * Set learning rate
     * @param {number} lr
     */
    set learning_rate(lr) {
        wasm.wasmsgd_set_learning_rate(this.__wbg_ptr, lr);
    }
    /**
     * Create a new SGD optimizer
     *
     * # Arguments
     * * `param_count` - Number of parameters
     * * `learning_rate` - Learning rate
     * * `momentum` - Momentum coefficient (default: 0)
     * @param {number} param_count
     * @param {number} learning_rate
     * @param {number | null} [momentum]
     */
    constructor(param_count, learning_rate, momentum) {
        const ret = wasm.wasmsgd_new(param_count, learning_rate, isLikeNone(momentum) ? 0x100000001 : Math.fround(momentum));
        this.__wbg_ptr = ret >>> 0;
        WasmSGDFinalization.register(this, this.__wbg_ptr, this);
        return this;
    }
    /**
     * Perform optimization step
     * @param {Float32Array} params
     * @param {Float32Array} gradients
     */
    step(params, gradients) {
        var ptr0 = passArrayF32ToWasm0(params, wasm.__wbindgen_export);
        var len0 = WASM_VECTOR_LEN;
        const ptr1 = passArrayF32ToWasm0(gradients, wasm.__wbindgen_export);
        const len1 = WASM_VECTOR_LEN;
        wasm.wasmsgd_step(this.__wbg_ptr, ptr0, len0, addHeapObject(params), ptr1, len1);
    }
    /**
     * Reset optimizer state
     */
    reset() {
        wasm.wasmsgd_reset(this.__wbg_ptr);
    }
}
if (Symbol.dispose) WasmSGD.prototype[Symbol.dispose] = WasmSGD.prototype.free;

const EXPECTED_RESPONSE_TYPES = new Set(['basic', 'cors', 'default']);

async function __wbg_load(module, imports) {
    if (typeof Response === 'function' && module instanceof Response) {
        if (typeof WebAssembly.instantiateStreaming === 'function') {
            try {
                return await WebAssembly.instantiateStreaming(module, imports);

            } catch (e) {
                const validResponse = module.ok && EXPECTED_RESPONSE_TYPES.has(module.type);

                if (validResponse && module.headers.get('Content-Type') !== 'application/wasm') {
                    console.warn("`WebAssembly.instantiateStreaming` failed because your server does not serve Wasm with `application/wasm` MIME type. Falling back to `WebAssembly.instantiate` which is slower. Original error:\n", e);

                } else {
                    throw e;
                }
            }
        }

        const bytes = await module.arrayBuffer();
        return await WebAssembly.instantiate(bytes, imports);

    } else {
        const instance = await WebAssembly.instantiate(module, imports);

        if (instance instanceof WebAssembly.Instance) {
            return { instance, module };

        } else {
            return instance;
        }
    }
}

function __wbg_get_imports() {
    const imports = {};
    imports.wbg = {};
    imports.wbg.__wbg_Error_e83987f665cf5504 = function(arg0, arg1) {
        const ret = Error(getStringFromWasm0(arg0, arg1));
        return addHeapObject(ret);
    };
    imports.wbg.__wbg_String_8f0eb39a4a4c2f66 = function(arg0, arg1) {
        const ret = String(getObject(arg1));
        const ptr1 = passStringToWasm0(ret, wasm.__wbindgen_export, wasm.__wbindgen_export2);
        const len1 = WASM_VECTOR_LEN;
        getDataViewMemory0().setInt32(arg0 + 4 * 1, len1, true);
        getDataViewMemory0().setInt32(arg0 + 4 * 0, ptr1, true);
    };
    imports.wbg.__wbg___wbindgen_boolean_get_6d5a1ee65bab5f68 = function(arg0) {
        const v = getObject(arg0);
        const ret = typeof(v) === 'boolean' ? v : undefined;
        return isLikeNone(ret) ? 0xFFFFFF : ret ? 1 : 0;
    };
    imports.wbg.__wbg___wbindgen_copy_to_typed_array_33fbd71146904370 = function(arg0, arg1, arg2) {
        new Uint8Array(getObject(arg2).buffer, getObject(arg2).byteOffset, getObject(arg2).byteLength).set(getArrayU8FromWasm0(arg0, arg1));
    };
    imports.wbg.__wbg___wbindgen_debug_string_df47ffb5e35e6763 = function(arg0, arg1) {
        const ret = debugString(getObject(arg1));
        const ptr1 = passStringToWasm0(ret, wasm.__wbindgen_export, wasm.__wbindgen_export2);
        const len1 = WASM_VECTOR_LEN;
        getDataViewMemory0().setInt32(arg0 + 4 * 1, len1, true);
        getDataViewMemory0().setInt32(arg0 + 4 * 0, ptr1, true);
    };
    imports.wbg.__wbg___wbindgen_is_function_ee8a6c5833c90377 = function(arg0) {
        const ret = typeof(getObject(arg0)) === 'function';
        return ret;
    };
    imports.wbg.__wbg___wbindgen_is_object_c818261d21f283a4 = function(arg0) {
        const val = getObject(arg0);
        const ret = typeof(val) === 'object' && val !== null;
        return ret;
    };
    imports.wbg.__wbg___wbindgen_jsval_loose_eq_b664b38a2f582147 = function(arg0, arg1) {
        const ret = getObject(arg0) == getObject(arg1);
        return ret;
    };
    imports.wbg.__wbg___wbindgen_number_get_a20bf9b85341449d = function(arg0, arg1) {
        const obj = getObject(arg1);
        const ret = typeof(obj) === 'number' ? obj : undefined;
        getDataViewMemory0().setFloat64(arg0 + 8 * 1, isLikeNone(ret) ? 0 : ret, true);
        getDataViewMemory0().setInt32(arg0 + 4 * 0, !isLikeNone(ret), true);
    };
    imports.wbg.__wbg___wbindgen_string_get_e4f06c90489ad01b = function(arg0, arg1) {
        const obj = getObject(arg1);
        const ret = typeof(obj) === 'string' ? obj : undefined;
        var ptr1 = isLikeNone(ret) ? 0 : passStringToWasm0(ret, wasm.__wbindgen_export, wasm.__wbindgen_export2);
        var len1 = WASM_VECTOR_LEN;
        getDataViewMemory0().setInt32(arg0 + 4 * 1, len1, true);
        getDataViewMemory0().setInt32(arg0 + 4 * 0, ptr1, true);
    };
    imports.wbg.__wbg___wbindgen_throw_b855445ff6a94295 = function(arg0, arg1) {
        throw new Error(getStringFromWasm0(arg0, arg1));
    };
    imports.wbg.__wbg_call_e762c39fa8ea36bf = function() { return handleError(function (arg0, arg1) {
        const ret = getObject(arg0).call(getObject(arg1));
        return addHeapObject(ret);
    }, arguments) };
    imports.wbg.__wbg_done_2042aa2670fb1db1 = function(arg0) {
        const ret = getObject(arg0).done;
        return ret;
    };
    imports.wbg.__wbg_error_7534b8e9a36f1ab4 = function(arg0, arg1) {
        let deferred0_0;
        let deferred0_1;
        try {
            deferred0_0 = arg0;
            deferred0_1 = arg1;
            console.error(getStringFromWasm0(arg0, arg1));
        } finally {
            wasm.__wbindgen_export4(deferred0_0, deferred0_1, 1);
        }
    };
    imports.wbg.__wbg_error_a7f8fbb0523dae15 = function(arg0) {
        console.error(getObject(arg0));
    };
    imports.wbg.__wbg_get_7bed016f185add81 = function(arg0, arg1) {
        const ret = getObject(arg0)[arg1 >>> 0];
        return addHeapObject(ret);
    };
    imports.wbg.__wbg_get_efcb449f58ec27c2 = function() { return handleError(function (arg0, arg1) {
        const ret = Reflect.get(getObject(arg0), getObject(arg1));
        return addHeapObject(ret);
    }, arguments) };
    imports.wbg.__wbg_instanceof_ArrayBuffer_70beb1189ca63b38 = function(arg0) {
        let result;
        try {
            result = getObject(arg0) instanceof ArrayBuffer;
        } catch (_) {
            result = false;
        }
        const ret = result;
        return ret;
    };
    imports.wbg.__wbg_instanceof_Uint8Array_20c8e73002f7af98 = function(arg0) {
        let result;
        try {
            result = getObject(arg0) instanceof Uint8Array;
        } catch (_) {
            result = false;
        }
        const ret = result;
        return ret;
    };
    imports.wbg.__wbg_isArray_96e0af9891d0945d = function(arg0) {
        const ret = Array.isArray(getObject(arg0));
        return ret;
    };
    imports.wbg.__wbg_iterator_e5822695327a3c39 = function() {
        const ret = Symbol.iterator;
        return addHeapObject(ret);
    };
    imports.wbg.__wbg_length_69bca3cb64fc8748 = function(arg0) {
        const ret = getObject(arg0).length;
        return ret;
    };
    imports.wbg.__wbg_length_cdd215e10d9dd507 = function(arg0) {
        const ret = getObject(arg0).length;
        return ret;
    };
    imports.wbg.__wbg_log_8cec76766b8c0e33 = function(arg0) {
        console.log(getObject(arg0));
    };
    imports.wbg.__wbg_new_5a79be3ab53b8aa5 = function(arg0) {
        const ret = new Uint8Array(getObject(arg0));
        return addHeapObject(ret);
    };
    imports.wbg.__wbg_new_8a6f238a6ece86ea = function() {
        const ret = new Error();
        return addHeapObject(ret);
    };
    imports.wbg.__wbg_new_e17d9f43105b08be = function() {
        const ret = new Array();
        return addHeapObject(ret);
    };
    imports.wbg.__wbg_next_020810e0ae8ebcb0 = function() { return handleError(function (arg0) {
        const ret = getObject(arg0).next();
        return addHeapObject(ret);
    }, arguments) };
    imports.wbg.__wbg_next_2c826fe5dfec6b6a = function(arg0) {
        const ret = getObject(arg0).next;
        return addHeapObject(ret);
    };
    imports.wbg.__wbg_prototypesetcall_2a6620b6922694b2 = function(arg0, arg1, arg2) {
        Uint8Array.prototype.set.call(getArrayU8FromWasm0(arg0, arg1), getObject(arg2));
    };
    imports.wbg.__wbg_random_babe96ffc73e60a2 = function() {
        const ret = Math.random();
        return ret;
    };
    imports.wbg.__wbg_set_c213c871859d6500 = function(arg0, arg1, arg2) {
        getObject(arg0)[arg1 >>> 0] = takeObject(arg2);
    };
    imports.wbg.__wbg_stack_0ed75d68575b0f3c = function(arg0, arg1) {
        const ret = getObject(arg1).stack;
        const ptr1 = passStringToWasm0(ret, wasm.__wbindgen_export, wasm.__wbindgen_export2);
        const len1 = WASM_VECTOR_LEN;
        getDataViewMemory0().setInt32(arg0 + 4 * 1, len1, true);
        getDataViewMemory0().setInt32(arg0 + 4 * 0, ptr1, true);
    };
    imports.wbg.__wbg_value_692627309814bb8c = function(arg0) {
        const ret = getObject(arg0).value;
        return addHeapObject(ret);
    };
    imports.wbg.__wbindgen_cast_2241b6af4c4b2941 = function(arg0, arg1) {
        // Cast intrinsic for `Ref(String) -> Externref`.
        const ret = getStringFromWasm0(arg0, arg1);
        return addHeapObject(ret);
    };
    imports.wbg.__wbindgen_object_drop_ref = function(arg0) {
        takeObject(arg0);
    };

    return imports;
}

function __wbg_finalize_init(instance, module) {
    wasm = instance.exports;
    __wbg_init.__wbindgen_wasm_module = module;
    cachedDataViewMemory0 = null;
    cachedFloat32ArrayMemory0 = null;
    cachedUint8ArrayMemory0 = null;


    wasm.__wbindgen_start();
    return wasm;
}

function initSync(module) {
    if (wasm !== undefined) return wasm;


    if (typeof module !== 'undefined') {
        if (Object.getPrototypeOf(module) === Object.prototype) {
            ({module} = module)
        } else {
            console.warn('using deprecated parameters for `initSync()`; pass a single object instead')
        }
    }

    const imports = __wbg_get_imports();

    if (!(module instanceof WebAssembly.Module)) {
        module = new WebAssembly.Module(module);
    }

    const instance = new WebAssembly.Instance(module, imports);

    return __wbg_finalize_init(instance, module);
}

async function __wbg_init(module_or_path) {
    if (wasm !== undefined) return wasm;


    if (typeof module_or_path !== 'undefined') {
        if (Object.getPrototypeOf(module_or_path) === Object.prototype) {
            ({module_or_path} = module_or_path)
        } else {
            console.warn('using deprecated parameters for the initialization function; pass a single