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net.js
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function setupNet(gl, safetensor) {
function createShaderProgram(gl, code) {
const vertexShader = loadShader(gl, gl.VERTEX_SHADER, '#version 300 es\nin vec2 in_position;in vec2 in_uv;out vec2 uv;void main(){gl_Position=vec4(in_position,0.0,1.0);uv=in_uv;}');
const fragmentShader = loadShader(gl, gl.FRAGMENT_SHADER, code);
const shaderProgram = gl.createProgram();
gl.attachShader(shaderProgram, vertexShader);
gl.attachShader(shaderProgram, fragmentShader);
gl.linkProgram(shaderProgram);
if (!gl.getProgramParameter(shaderProgram, gl.LINK_STATUS)) {
console.log(`Unable to initialize the shader program: ${gl.getProgramInfoLog(shaderProgram)}`);
return null;
}
return shaderProgram;
}
function loadShader(gl, type, source) {
const shader = gl.createShader(type);
gl.shaderSource(shader, source);
gl.compileShader(shader);
if (!gl.getShaderParameter(shader, gl.COMPILE_STATUS)) {
console.log(`An error occurred compiling the shaders: ${gl.getShaderInfoLog(shader)}`);
gl.deleteShader(shader);
return null;
}
return shader;
}
function setupVertexData(gl, program, vertices) {
let vao = gl.createVertexArray();
gl.bindVertexArray(vao);
let vertexBuffer = gl.createBuffer();
gl.bindBuffer(gl.ARRAY_BUFFER, vertexBuffer);
gl.bufferData(gl.ARRAY_BUFFER, new Float32Array(vertices), gl.STATIC_DRAW);
const positionLocation = gl.getAttribLocation(program, 'in_position');
const uvLocation = gl.getAttribLocation(program, 'in_uv');
gl.enableVertexAttribArray(positionLocation);
gl.vertexAttribPointer(positionLocation, 2, gl.FLOAT, false, 4 * 4, 0);
gl.enableVertexAttribArray(uvLocation);
gl.vertexAttribPointer(uvLocation, 2, gl.FLOAT, false, 4 * 4, 2 * 4);
gl.bindVertexArray(null);
return vao;
}
function runProgram(gl, kernelName, program, textures) {
let framebuffer = gl.createFramebuffer();
gl.bindFramebuffer(gl.FRAMEBUFFER, framebuffer);
gl.framebufferTexture2D(gl.FRAMEBUFFER, gl.COLOR_ATTACHMENT0, gl.TEXTURE_2D, textures[0].tex, 0);
gl.useProgram(program);
gl.uniform1i(gl.getUniformLocation(program, "w"), textures[0].width);
const vao = setupVertexData(gl, program, [-1, 1, 0, 1, -1, -1, 0, 0, 1, 1, 1, 1, 1, -1, 1, 0]);
gl.bindVertexArray(vao);
// Texture 0 is the framebuffer texture, so we skip that
for (let i = 1; i < textures.length; i++) {
gl.activeTexture(gl.TEXTURE0 + i-1);
gl.bindTexture(gl.TEXTURE_2D, textures[i].tex);
gl.uniform1i(gl.getUniformLocation(program, 'data' + i), i-1);
}
gl.viewport(0, 0, textures[0].width, textures[0].height);
gl.drawArrays(gl.TRIANGLE_STRIP, 0, 4);
gl.bindFramebuffer(gl.FRAMEBUFFER, null);
for (let i = 1; i < textures.length; i++) {
gl.activeTexture(gl.TEXTURE0 + i-1);
gl.bindTexture(gl.TEXTURE_2D, null);
}
console.log("Finished running: " + kernelName);
}
function limitTextureDims(size, threshold) {
if (size <= threshold) { return [size, 1] };
for (let i = 2; i < threshold + 1; i++) {
if ((size % i == 0) && (Math.floor(size / i) <= threshold)) {
return [Math.floor(size / i), i];
}
}
return [size, 1];
}
function updateTextureData(gl, texture, data) {
gl.bindTexture(gl.TEXTURE_2D, texture.tex);
gl.texSubImage2D(gl.TEXTURE_2D, 0, 0, 0, texture.width, texture.height, gl.RED, gl.FLOAT, data);
gl.bindTexture(gl.TEXTURE_2D, null);
}
function readTextureData(gl, texture) {
const framebuffer = gl.createFramebuffer();
gl.bindFramebuffer(gl.FRAMEBUFFER, framebuffer);
gl.framebufferTexture2D(gl.FRAMEBUFFER, gl.COLOR_ATTACHMENT0, gl.TEXTURE_2D, texture.tex, 0);
if (gl.checkFramebufferStatus(gl.FRAMEBUFFER) !== gl.FRAMEBUFFER_COMPLETE) {
throw new Error('Framebuffer not complete');
}
let data = new Float32Array(texture.width * texture.height);
gl.readPixels(0, 0, texture.width, texture.height, gl.RED, gl.FLOAT, data);
gl.bindFramebuffer(gl.FRAMEBUFFER, null);
gl.deleteFramebuffer(framebuffer);
console.log("Output: " + data);
return data;
}
function createTexture(gl, size, tensorBuffer) {
const texture = gl.createTexture();
gl.bindTexture(gl.TEXTURE_2D, texture);
const internalFormat = gl.RGBA;
const texSize = limitTextureDims(size, gl.getParameter(gl.MAX_TEXTURE_SIZE));
let weights;
if (tensorBuffer != null) {
weights = new Float32Array(tensorBuffer.buffer, tensorBuffer.byteOffset, tensorBuffer.byteLength / Float32Array.BYTES_PER_ELEMENT);
} else {
weights = new Float32Array(size).fill(0.0);
}
if (size != weights.length)
console.log("Weights length: " + weights.length + ", texsize: " + texSize[0]*texSize[1]);
gl.texImage2D(gl.TEXTURE_2D, 0, gl.R32F, texSize[0], texSize[1], 0, gl.RED, gl.FLOAT, weights);
gl.texParameteri(gl.TEXTURE_2D, gl.TEXTURE_WRAP_S, gl.CLAMP_TO_EDGE);
gl.texParameteri(gl.TEXTURE_2D, gl.TEXTURE_WRAP_T, gl.CLAMP_TO_EDGE);
gl.texParameteri(gl.TEXTURE_2D, gl.TEXTURE_MIN_FILTER, gl.NEAREST);
gl.texParameteri(gl.TEXTURE_2D, gl.TEXTURE_MAG_FILTER, gl.NEAREST);
gl.bindTexture(gl.TEXTURE_2D, null);
return { tex: texture, width: texSize[0], height: texSize[1] };
}
const getTensorBuffer = (safetensorBuffer, tensorMetadata) => {
return safetensorBuffer.subarray(...tensorMetadata.data_offsets);
}
const getTensorMetadata = (safetensorBuffer) => {
const metadataLength = Number(new DataView(safetensorBuffer.buffer).getBigUint64(0, true));
const metadata = JSON.parse(new TextDecoder("utf8").decode(safetensorBuffer.subarray(8, 8 + metadataLength)));
return Object.fromEntries(Object.entries(metadata).filter(([k, v]) => k !== "__metadata__").map(([k, v]) => [k, {...v, data_offsets: v.data_offsets.map(x => 8 + metadataLength + x)}]));
};
const metadata = getTensorMetadata(safetensor);
const r_32_112_112_3_3_3 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
uniform sampler2D data4;
uniform sampler2D data5;
uniform sampler2D data6;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 401408 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (3); ++ridx0) {
for (int ridx1 = (0); ridx1 < (3); ++ridx1) {
for (int ridx2 = (0); ridx2 < (3); ++ridx2) {
float val0 = bool((float((ridx2+((int(idx0)%int((112)))*(2)))<(224))*float((ridx1+((int((idx0/(112)))%int((112)))*(2)))<(224))))?(texture(data1, vec2(float(float(int(ridx2+((int(idx0)%int((112)))*(2))+(ridx1*(224))+((int((idx0/(112)))%int((112)))*(448))+(ridx0*(50176)))%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int(ridx2+((int(idx0)%int((112)))*(2))+(ridx1*(224))+((int((idx0/(112)))%int((112)))*(448))+(ridx0*(50176)))/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r):(0.0);
float val1 = texture(data2, vec2(float(float(int((ridx0*(9))+(ridx1*(3))+ridx2+((idx0/(12544))*(27)))%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int((ridx0*(9))+(ridx1*(3))+ridx2+((idx0/(12544))*(27)))/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
}
}
float val2 = texture(data3, vec2(float(float(int(idx0/(12544))%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0/(12544))/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
float val3 = texture(data4, vec2(float(float(int(idx0/(12544))%textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).x), float(float(int(idx0/(12544))/textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).y))).r;
float val4 = texture(data5, vec2(float(float(int(idx0/(12544))%textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).x), float(float(int(idx0/(12544))/textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).y))).r;
float val5 = texture(data6, vec2(float(float(int(idx0/(12544))%textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).x), float(float(int(idx0/(12544))/textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).y))).r;
float alu0 = float((((acc0-val2)*val3*sqrt(((1.0)/(val4+(1e-05)))))+val5));
out_data = float((alu0*((1.0)/((1.0)+exp2((alu0*((-1.4426950408889634))))))));
}`;
const r_32_112_112_3_3 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 401408 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (3); ++ridx0) {
for (int ridx1 = (0); ridx1 < (3); ++ridx1) {
float val0 = bool((float(((ridx1*((-1)))+((int(idx0)%int((112)))*((-1))))<(0))*float((ridx1+(int(idx0)%int((112))))<(113))*float(((ridx0*((-1)))+((int((idx0/(112)))%int((112)))*((-1))))<(0))*float((ridx0+(int((idx0/(112)))%int((112))))<(113))))?(texture(data1, vec2(float(float(int(ridx1+(int(idx0)%int((112)))+(ridx0*(112))+((int((idx0/(112)))%int((112)))*(112))+((idx0/(12544))*(12544))+((-113)))%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int(ridx1+(int(idx0)%int((112)))+(ridx0*(112))+((int((idx0/(112)))%int((112)))*(112))+((idx0/(12544))*(12544))+((-113)))/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r):(0.0);
float val1 = texture(data2, vec2(float(float(int((ridx0*(3))+ridx1+((idx0/(12544))*(9)))%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int((ridx0*(3))+ridx1+((idx0/(12544))*(9)))/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
}
out_data = float(acc0);
}`;
const r_32_12544 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
uniform sampler2D data4;
uniform sampler2D data5;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 32 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (12544); ++ridx0) {
float val0 = texture(data1, vec2(float(float(int((idx0*(12544))+ridx0)%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int((idx0*(12544))+ridx0)/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r;
float val1 = texture(data2, vec2(float(float(int(idx0)%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int(idx0)/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
float val2 = texture(data3, vec2(float(float(int(idx0)%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0)/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
float val3 = texture(data4, vec2(float(float(int(idx0)%textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).x), float(float(int(idx0)/textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).y))).r;
float val4 = texture(data5, vec2(float(float(int(idx0)%textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).x), float(float(int(idx0)/textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).y))).r;
float alu0 = float((((val0-val1)*val2*sqrt(((1.0)/(val3+(1e-05)))))+val4));
acc0 = ((alu0*((1.0)/((1.0)+exp2((alu0*((-1.4426950408889634)))))))+acc0);
}
out_data = float((acc0*(7.971938775510203e-05)));
}`;
const r_8_32 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 8 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (32); ++ridx0) {
float val0 = texture(data1, vec2(float(float(int(ridx0)%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int(ridx0)/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r;
float val1 = texture(data2, vec2(float(float(int((idx0*(32))+ridx0)%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int((idx0*(32))+ridx0)/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
float val2 = texture(data3, vec2(float(float(int(idx0)%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0)/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
float alu0 = float((acc0+val2));
out_data = float((alu0*((1.0)/((1.0)+exp2((alu0*((-1.4426950408889634))))))));
}`;
const r_32_8 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 32 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (8); ++ridx0) {
float val0 = texture(data1, vec2(float(float(int(ridx0)%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int(ridx0)/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r;
float val1 = texture(data2, vec2(float(float(int((idx0*(8))+ridx0)%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int((idx0*(8))+ridx0)/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
float val2 = texture(data3, vec2(float(float(int(idx0)%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0)/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
out_data = float(((1.0)/((1.0)+exp2(((acc0+val2)*((-1.4426950408889634)))))));
}`;
const r_32_112_112_3_3n1 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
uniform sampler2D data4;
uniform sampler2D data5;
uniform sampler2D data6;
uniform sampler2D data7;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 401408 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (3); ++ridx0) {
for (int ridx1 = (0); ridx1 < (3); ++ridx1) {
float val0 = bool((float(((ridx1*((-1)))+((int(idx0)%int((112)))*((-1))))<(0))*float((ridx1+(int(idx0)%int((112))))<(113))*float(((ridx0*((-1)))+((int((idx0/(112)))%int((112)))*((-1))))<(0))*float((ridx0+(int((idx0/(112)))%int((112))))<(113))))?(texture(data1, vec2(float(float(int(ridx1+(int(idx0)%int((112)))+(ridx0*(112))+((int((idx0/(112)))%int((112)))*(112))+((idx0/(12544))*(12544))+((-113)))%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int(ridx1+(int(idx0)%int((112)))+(ridx0*(112))+((int((idx0/(112)))%int((112)))*(112))+((idx0/(12544))*(12544))+((-113)))/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r):(0.0);
float val1 = texture(data2, vec2(float(float(int((ridx0*(3))+ridx1+((idx0/(12544))*(9)))%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int((ridx0*(3))+ridx1+((idx0/(12544))*(9)))/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
}
float val2 = texture(data3, vec2(float(float(int(idx0/(12544))%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0/(12544))/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
float val3 = texture(data4, vec2(float(float(int(idx0/(12544))%textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).x), float(float(int(idx0/(12544))/textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).y))).r;
float val4 = texture(data5, vec2(float(float(int(idx0/(12544))%textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).x), float(float(int(idx0/(12544))/textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).y))).r;
float val5 = texture(data6, vec2(float(float(int(idx0/(12544))%textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).x), float(float(int(idx0/(12544))/textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).y))).r;
float val6 = texture(data7, vec2(float(float(int(idx0/(12544))%textureSize(data7, 0).x) + 0.5f)/float(textureSize(data7, 0).x), float(float(int(idx0/(12544))/textureSize(data7, 0).x) + 0.5f)/float(textureSize(data7, 0).y))).r;
float alu0 = float((((acc0-val2)*val3*sqrt(((1.0)/(val4+(1e-05)))))+val5));
out_data = float((alu0*((1.0)/((1.0)+exp2((alu0*((-1.4426950408889634))))))*val6));
}`;
const r_16_12544_32 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
uniform sampler2D data4;
uniform sampler2D data5;
uniform sampler2D data6;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 200704 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (32); ++ridx0) {
float val0 = texture(data1, vec2(float(float(int((ridx0*(12544))+(int(idx0)%int((12544))))%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int((ridx0*(12544))+(int(idx0)%int((12544))))/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r;
float val1 = texture(data2, vec2(float(float(int(ridx0+((idx0/(12544))*(32)))%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int(ridx0+((idx0/(12544))*(32)))/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
float val2 = texture(data3, vec2(float(float(int(idx0/(12544))%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0/(12544))/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
float val3 = texture(data4, vec2(float(float(int(idx0/(12544))%textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).x), float(float(int(idx0/(12544))/textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).y))).r;
float val4 = texture(data5, vec2(float(float(int(idx0/(12544))%textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).x), float(float(int(idx0/(12544))/textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).y))).r;
float val5 = texture(data6, vec2(float(float(int(idx0/(12544))%textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).x), float(float(int(idx0/(12544))/textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).y))).r;
out_data = float((((acc0-val2)*val3*sqrt(((1.0)/(val4+(1e-05)))))+val5));
}`;
const r_96_12544_16 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
uniform sampler2D data4;
uniform sampler2D data5;
uniform sampler2D data6;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 1204224 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (16); ++ridx0) {
float val0 = texture(data1, vec2(float(float(int((ridx0*(12544))+(int(idx0)%int((12544))))%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int((ridx0*(12544))+(int(idx0)%int((12544))))/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r;
float val1 = texture(data2, vec2(float(float(int(ridx0+((idx0/(12544))*(16)))%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int(ridx0+((idx0/(12544))*(16)))/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
float val2 = texture(data3, vec2(float(float(int(idx0/(12544))%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0/(12544))/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
float val3 = texture(data4, vec2(float(float(int(idx0/(12544))%textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).x), float(float(int(idx0/(12544))/textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).y))).r;
float val4 = texture(data5, vec2(float(float(int(idx0/(12544))%textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).x), float(float(int(idx0/(12544))/textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).y))).r;
float val5 = texture(data6, vec2(float(float(int(idx0/(12544))%textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).x), float(float(int(idx0/(12544))/textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).y))).r;
float alu0 = float((((acc0-val2)*val3*sqrt(((1.0)/(val4+(1e-05)))))+val5));
out_data = float((alu0*((1.0)/((1.0)+exp2((alu0*((-1.4426950408889634))))))));
}`;
const r_96_56_56_3_3 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 301056 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (3); ++ridx0) {
for (int ridx1 = (0); ridx1 < (3); ++ridx1) {
float val0 = bool((float((ridx1+((int(idx0)%int((56)))*(2)))<(112))*float((ridx0+((int((idx0/(56)))%int((56)))*(2)))<(112))))?(texture(data1, vec2(float(float(int(ridx1+((int(idx0)%int((56)))*(2))+(ridx0*(112))+((int((idx0/(56)))%int((56)))*(224))+((idx0/(3136))*(12544)))%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int(ridx1+((int(idx0)%int((56)))*(2))+(ridx0*(112))+((int((idx0/(56)))%int((56)))*(224))+((idx0/(3136))*(12544)))/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r):(0.0);
float val1 = texture(data2, vec2(float(float(int((ridx0*(3))+ridx1+((idx0/(3136))*(9)))%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int((ridx0*(3))+ridx1+((idx0/(3136))*(9)))/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
}
out_data = float(acc0);
}`;
const r_96_3136 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
uniform sampler2D data4;
uniform sampler2D data5;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 96 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (3136); ++ridx0) {
float val0 = texture(data1, vec2(float(float(int((idx0*(3136))+ridx0)%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int((idx0*(3136))+ridx0)/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r;
float val1 = texture(data2, vec2(float(float(int(idx0)%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int(idx0)/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
float val2 = texture(data3, vec2(float(float(int(idx0)%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0)/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
float val3 = texture(data4, vec2(float(float(int(idx0)%textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).x), float(float(int(idx0)/textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).y))).r;
float val4 = texture(data5, vec2(float(float(int(idx0)%textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).x), float(float(int(idx0)/textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).y))).r;
float alu0 = float((((val0-val1)*val2*sqrt(((1.0)/(val3+(1e-05)))))+val4));
acc0 = ((alu0*((1.0)/((1.0)+exp2((alu0*((-1.4426950408889634)))))))+acc0);
}
out_data = float((acc0*(0.00031887755102040814)));
}`;
const r_4_96 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 4 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (96); ++ridx0) {
float val0 = texture(data1, vec2(float(float(int(ridx0)%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int(ridx0)/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r;
float val1 = texture(data2, vec2(float(float(int((idx0*(96))+ridx0)%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int((idx0*(96))+ridx0)/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
float val2 = texture(data3, vec2(float(float(int(idx0)%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0)/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
float alu0 = float((acc0+val2));
out_data = float((alu0*((1.0)/((1.0)+exp2((alu0*((-1.4426950408889634))))))));
}`;
const r_96_4 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 96 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (4); ++ridx0) {
float val0 = texture(data1, vec2(float(float(int(ridx0)%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int(ridx0)/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r;
float val1 = texture(data2, vec2(float(float(int((idx0*(4))+ridx0)%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int((idx0*(4))+ridx0)/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
float val2 = texture(data3, vec2(float(float(int(idx0)%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0)/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
out_data = float(((1.0)/((1.0)+exp2(((acc0+val2)*((-1.4426950408889634)))))));
}`;
const r_96_56_56_3_3n1 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
uniform sampler2D data4;
uniform sampler2D data5;
uniform sampler2D data6;
uniform sampler2D data7;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 301056 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (3); ++ridx0) {
for (int ridx1 = (0); ridx1 < (3); ++ridx1) {
float val0 = bool((float((ridx1+((int(idx0)%int((56)))*(2)))<(112))*float((ridx0+((int((idx0/(56)))%int((56)))*(2)))<(112))))?(texture(data1, vec2(float(float(int(ridx1+((int(idx0)%int((56)))*(2))+(ridx0*(112))+((int((idx0/(56)))%int((56)))*(224))+((idx0/(3136))*(12544)))%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int(ridx1+((int(idx0)%int((56)))*(2))+(ridx0*(112))+((int((idx0/(56)))%int((56)))*(224))+((idx0/(3136))*(12544)))/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r):(0.0);
float val1 = texture(data2, vec2(float(float(int((ridx0*(3))+ridx1+((idx0/(3136))*(9)))%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int((ridx0*(3))+ridx1+((idx0/(3136))*(9)))/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
}
float val2 = texture(data3, vec2(float(float(int(idx0/(3136))%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0/(3136))/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
float val3 = texture(data4, vec2(float(float(int(idx0/(3136))%textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).x), float(float(int(idx0/(3136))/textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).y))).r;
float val4 = texture(data5, vec2(float(float(int(idx0/(3136))%textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).x), float(float(int(idx0/(3136))/textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).y))).r;
float val5 = texture(data6, vec2(float(float(int(idx0/(3136))%textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).x), float(float(int(idx0/(3136))/textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).y))).r;
float val6 = texture(data7, vec2(float(float(int(idx0/(3136))%textureSize(data7, 0).x) + 0.5f)/float(textureSize(data7, 0).x), float(float(int(idx0/(3136))/textureSize(data7, 0).x) + 0.5f)/float(textureSize(data7, 0).y))).r;
float alu0 = float((((acc0-val2)*val3*sqrt(((1.0)/(val4+(1e-05)))))+val5));
out_data = float((alu0*((1.0)/((1.0)+exp2((alu0*((-1.4426950408889634))))))*val6));
}`;
const r_24_3136_96 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
uniform sampler2D data4;
uniform sampler2D data5;
uniform sampler2D data6;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 75264 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (96); ++ridx0) {
float val0 = texture(data1, vec2(float(float(int((ridx0*(3136))+(int(idx0)%int((3136))))%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int((ridx0*(3136))+(int(idx0)%int((3136))))/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r;
float val1 = texture(data2, vec2(float(float(int(ridx0+((idx0/(3136))*(96)))%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int(ridx0+((idx0/(3136))*(96)))/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
float val2 = texture(data3, vec2(float(float(int(idx0/(3136))%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0/(3136))/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
float val3 = texture(data4, vec2(float(float(int(idx0/(3136))%textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).x), float(float(int(idx0/(3136))/textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).y))).r;
float val4 = texture(data5, vec2(float(float(int(idx0/(3136))%textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).x), float(float(int(idx0/(3136))/textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).y))).r;
float val5 = texture(data6, vec2(float(float(int(idx0/(3136))%textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).x), float(float(int(idx0/(3136))/textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).y))).r;
out_data = float((((acc0-val2)*val3*sqrt(((1.0)/(val4+(1e-05)))))+val5));
}`;
const r_144_3136_24 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
uniform sampler2D data4;
uniform sampler2D data5;
uniform sampler2D data6;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 451584 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (24); ++ridx0) {
float val0 = texture(data1, vec2(float(float(int((ridx0*(3136))+(int(idx0)%int((3136))))%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int((ridx0*(3136))+(int(idx0)%int((3136))))/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r;
float val1 = texture(data2, vec2(float(float(int(ridx0+((idx0/(3136))*(24)))%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int(ridx0+((idx0/(3136))*(24)))/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
float val2 = texture(data3, vec2(float(float(int(idx0/(3136))%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0/(3136))/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
float val3 = texture(data4, vec2(float(float(int(idx0/(3136))%textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).x), float(float(int(idx0/(3136))/textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).y))).r;
float val4 = texture(data5, vec2(float(float(int(idx0/(3136))%textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).x), float(float(int(idx0/(3136))/textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).y))).r;
float val5 = texture(data6, vec2(float(float(int(idx0/(3136))%textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).x), float(float(int(idx0/(3136))/textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).y))).r;
float alu0 = float((((acc0-val2)*val3*sqrt(((1.0)/(val4+(1e-05)))))+val5));
out_data = float((alu0*((1.0)/((1.0)+exp2((alu0*((-1.4426950408889634))))))));
}`;
const r_144_56_56_3_3 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 451584 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (3); ++ridx0) {
for (int ridx1 = (0); ridx1 < (3); ++ridx1) {
float val0 = bool((float(((ridx1*((-1)))+((int(idx0)%int((56)))*((-1))))<(0))*float((ridx1+(int(idx0)%int((56))))<(57))*float(((ridx0*((-1)))+((int((idx0/(56)))%int((56)))*((-1))))<(0))*float((ridx0+(int((idx0/(56)))%int((56))))<(57))))?(texture(data1, vec2(float(float(int(ridx1+(int(idx0)%int((56)))+(ridx0*(56))+((int((idx0/(56)))%int((56)))*(56))+((idx0/(3136))*(3136))+((-57)))%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int(ridx1+(int(idx0)%int((56)))+(ridx0*(56))+((int((idx0/(56)))%int((56)))*(56))+((idx0/(3136))*(3136))+((-57)))/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r):(0.0);
float val1 = texture(data2, vec2(float(float(int((ridx0*(3))+ridx1+((idx0/(3136))*(9)))%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int((ridx0*(3))+ridx1+((idx0/(3136))*(9)))/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
}
out_data = float(acc0);
}`;
const r_144_3136 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
uniform sampler2D data4;
uniform sampler2D data5;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 144 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (3136); ++ridx0) {
float val0 = texture(data1, vec2(float(float(int((idx0*(3136))+ridx0)%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int((idx0*(3136))+ridx0)/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r;
float val1 = texture(data2, vec2(float(float(int(idx0)%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int(idx0)/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
float val2 = texture(data3, vec2(float(float(int(idx0)%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0)/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
float val3 = texture(data4, vec2(float(float(int(idx0)%textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).x), float(float(int(idx0)/textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).y))).r;
float val4 = texture(data5, vec2(float(float(int(idx0)%textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).x), float(float(int(idx0)/textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).y))).r;
float alu0 = float((((val0-val1)*val2*sqrt(((1.0)/(val3+(1e-05)))))+val4));
acc0 = ((alu0*((1.0)/((1.0)+exp2((alu0*((-1.4426950408889634)))))))+acc0);
}
out_data = float((acc0*(0.00031887755102040814)));
}`;
const r_6_144 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 6 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (144); ++ridx0) {
float val0 = texture(data1, vec2(float(float(int(ridx0)%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int(ridx0)/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r;
float val1 = texture(data2, vec2(float(float(int((idx0*(144))+ridx0)%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int((idx0*(144))+ridx0)/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
float val2 = texture(data3, vec2(float(float(int(idx0)%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0)/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
float alu0 = float((acc0+val2));
out_data = float((alu0*((1.0)/((1.0)+exp2((alu0*((-1.4426950408889634))))))));
}`;
const r_144_6 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 144 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (6); ++ridx0) {
float val0 = texture(data1, vec2(float(float(int(ridx0)%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int(ridx0)/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r;
float val1 = texture(data2, vec2(float(float(int((idx0*(6))+ridx0)%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int((idx0*(6))+ridx0)/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
float val2 = texture(data3, vec2(float(float(int(idx0)%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0)/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
out_data = float(((1.0)/((1.0)+exp2(((acc0+val2)*((-1.4426950408889634)))))));
}`;
const r_144_56_56_3_3n1 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
uniform sampler2D data4;
uniform sampler2D data5;
uniform sampler2D data6;
uniform sampler2D data7;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 451584 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (3); ++ridx0) {
for (int ridx1 = (0); ridx1 < (3); ++ridx1) {
float val0 = bool((float(((ridx1*((-1)))+((int(idx0)%int((56)))*((-1))))<(0))*float((ridx1+(int(idx0)%int((56))))<(57))*float(((ridx0*((-1)))+((int((idx0/(56)))%int((56)))*((-1))))<(0))*float((ridx0+(int((idx0/(56)))%int((56))))<(57))))?(texture(data1, vec2(float(float(int(ridx1+(int(idx0)%int((56)))+(ridx0*(56))+((int((idx0/(56)))%int((56)))*(56))+((idx0/(3136))*(3136))+((-57)))%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int(ridx1+(int(idx0)%int((56)))+(ridx0*(56))+((int((idx0/(56)))%int((56)))*(56))+((idx0/(3136))*(3136))+((-57)))/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r):(0.0);
float val1 = texture(data2, vec2(float(float(int((ridx0*(3))+ridx1+((idx0/(3136))*(9)))%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int((ridx0*(3))+ridx1+((idx0/(3136))*(9)))/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
}
float val2 = texture(data3, vec2(float(float(int(idx0/(3136))%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0/(3136))/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
float val3 = texture(data4, vec2(float(float(int(idx0/(3136))%textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).x), float(float(int(idx0/(3136))/textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).y))).r;
float val4 = texture(data5, vec2(float(float(int(idx0/(3136))%textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).x), float(float(int(idx0/(3136))/textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).y))).r;
float val5 = texture(data6, vec2(float(float(int(idx0/(3136))%textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).x), float(float(int(idx0/(3136))/textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).y))).r;
float val6 = texture(data7, vec2(float(float(int(idx0/(3136))%textureSize(data7, 0).x) + 0.5f)/float(textureSize(data7, 0).x), float(float(int(idx0/(3136))/textureSize(data7, 0).x) + 0.5f)/float(textureSize(data7, 0).y))).r;
float alu0 = float((((acc0-val2)*val3*sqrt(((1.0)/(val4+(1e-05)))))+val5));
out_data = float((alu0*((1.0)/((1.0)+exp2((alu0*((-1.4426950408889634))))))*val6));
}`;
const r_24_3136_144 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
uniform sampler2D data4;
uniform sampler2D data5;
uniform sampler2D data6;
uniform sampler2D data7;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 75264 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (144); ++ridx0) {
float val0 = texture(data1, vec2(float(float(int((ridx0*(3136))+(int(idx0)%int((3136))))%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int((ridx0*(3136))+(int(idx0)%int((3136))))/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r;
float val1 = texture(data2, vec2(float(float(int(ridx0+((idx0/(3136))*(144)))%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int(ridx0+((idx0/(3136))*(144)))/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
float val2 = texture(data3, vec2(float(float(int(idx0/(3136))%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0/(3136))/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
float val3 = texture(data4, vec2(float(float(int(idx0/(3136))%textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).x), float(float(int(idx0/(3136))/textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).y))).r;
float val4 = texture(data5, vec2(float(float(int(idx0/(3136))%textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).x), float(float(int(idx0/(3136))/textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).y))).r;
float val5 = texture(data6, vec2(float(float(int(idx0/(3136))%textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).x), float(float(int(idx0/(3136))/textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).y))).r;
float val6 = texture(data7, vec2(float(float(int(idx0)%textureSize(data7, 0).x) + 0.5f)/float(textureSize(data7, 0).x), float(float(int(idx0)/textureSize(data7, 0).x) + 0.5f)/float(textureSize(data7, 0).y))).r;
out_data = float((((acc0-val2)*val3*sqrt(((1.0)/(val4+(1e-05)))))+val5+val6));
}`;
const r_144_28_28_5_5 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 112896 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (5); ++ridx0) {
for (int ridx1 = (0); ridx1 < (5); ++ridx1) {
float val0 = bool((float(((ridx1*((-1)))+((int(idx0)%int((28)))*((-2))))<(0))*float((ridx1+((int(idx0)%int((28)))*(2)))<(57))*float(((ridx0*((-1)))+((int((idx0/(28)))%int((28)))*((-2))))<(0))*float((ridx0+((int((idx0/(28)))%int((28)))*(2)))<(57))))?(texture(data1, vec2(float(float(int(ridx1+((int(idx0)%int((28)))*(2))+(ridx0*(56))+((int((idx0/(28)))%int((28)))*(112))+((idx0/(784))*(3136))+((-57)))%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int(ridx1+((int(idx0)%int((28)))*(2))+(ridx0*(56))+((int((idx0/(28)))%int((28)))*(112))+((idx0/(784))*(3136))+((-57)))/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r):(0.0);
float val1 = texture(data2, vec2(float(float(int((ridx0*(5))+ridx1+((idx0/(784))*(25)))%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int((ridx0*(5))+ridx1+((idx0/(784))*(25)))/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
}
out_data = float(acc0);
}`;
const r_144_784 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
uniform sampler2D data4;
uniform sampler2D data5;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 144 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (784); ++ridx0) {
float val0 = texture(data1, vec2(float(float(int((idx0*(784))+ridx0)%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int((idx0*(784))+ridx0)/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r;
float val1 = texture(data2, vec2(float(float(int(idx0)%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int(idx0)/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
float val2 = texture(data3, vec2(float(float(int(idx0)%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0)/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
float val3 = texture(data4, vec2(float(float(int(idx0)%textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).x), float(float(int(idx0)/textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).y))).r;
float val4 = texture(data5, vec2(float(float(int(idx0)%textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).x), float(float(int(idx0)/textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).y))).r;
float alu0 = float((((val0-val1)*val2*sqrt(((1.0)/(val3+(1e-05)))))+val4));
acc0 = ((alu0*((1.0)/((1.0)+exp2((alu0*((-1.4426950408889634)))))))+acc0);
}
out_data = float((acc0*(0.0012755102040816326)));
}`;
const r_144_28_28_5_5n1 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
uniform sampler2D data4;
uniform sampler2D data5;
uniform sampler2D data6;
uniform sampler2D data7;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 112896 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (5); ++ridx0) {
for (int ridx1 = (0); ridx1 < (5); ++ridx1) {
float val0 = bool((float(((ridx1*((-1)))+((int(idx0)%int((28)))*((-2))))<(0))*float((ridx1+((int(idx0)%int((28)))*(2)))<(57))*float(((ridx0*((-1)))+((int((idx0/(28)))%int((28)))*((-2))))<(0))*float((ridx0+((int((idx0/(28)))%int((28)))*(2)))<(57))))?(texture(data1, vec2(float(float(int(ridx1+((int(idx0)%int((28)))*(2))+(ridx0*(56))+((int((idx0/(28)))%int((28)))*(112))+((idx0/(784))*(3136))+((-57)))%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int(ridx1+((int(idx0)%int((28)))*(2))+(ridx0*(56))+((int((idx0/(28)))%int((28)))*(112))+((idx0/(784))*(3136))+((-57)))/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r):(0.0);
float val1 = texture(data2, vec2(float(float(int((ridx0*(5))+ridx1+((idx0/(784))*(25)))%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int((ridx0*(5))+ridx1+((idx0/(784))*(25)))/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
}
float val2 = texture(data3, vec2(float(float(int(idx0/(784))%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0/(784))/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
float val3 = texture(data4, vec2(float(float(int(idx0/(784))%textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).x), float(float(int(idx0/(784))/textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).y))).r;
float val4 = texture(data5, vec2(float(float(int(idx0/(784))%textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).x), float(float(int(idx0/(784))/textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).y))).r;
float val5 = texture(data6, vec2(float(float(int(idx0/(784))%textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).x), float(float(int(idx0/(784))/textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).y))).r;
float val6 = texture(data7, vec2(float(float(int(idx0/(784))%textureSize(data7, 0).x) + 0.5f)/float(textureSize(data7, 0).x), float(float(int(idx0/(784))/textureSize(data7, 0).x) + 0.5f)/float(textureSize(data7, 0).y))).r;
float alu0 = float((((acc0-val2)*val3*sqrt(((1.0)/(val4+(1e-05)))))+val5));
out_data = float((alu0*((1.0)/((1.0)+exp2((alu0*((-1.4426950408889634))))))*val6));
}`;
const r_40_784_144 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
uniform sampler2D data4;
uniform sampler2D data5;
uniform sampler2D data6;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 31360 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (144); ++ridx0) {
float val0 = texture(data1, vec2(float(float(int((ridx0*(784))+(int(idx0)%int((784))))%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int((ridx0*(784))+(int(idx0)%int((784))))/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r;
float val1 = texture(data2, vec2(float(float(int(ridx0+((idx0/(784))*(144)))%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int(ridx0+((idx0/(784))*(144)))/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
float val2 = texture(data3, vec2(float(float(int(idx0/(784))%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0/(784))/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
float val3 = texture(data4, vec2(float(float(int(idx0/(784))%textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).x), float(float(int(idx0/(784))/textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).y))).r;
float val4 = texture(data5, vec2(float(float(int(idx0/(784))%textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).x), float(float(int(idx0/(784))/textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).y))).r;
float val5 = texture(data6, vec2(float(float(int(idx0/(784))%textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).x), float(float(int(idx0/(784))/textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).y))).r;
out_data = float((((acc0-val2)*val3*sqrt(((1.0)/(val4+(1e-05)))))+val5));
}`;
const r_240_784_40 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
uniform sampler2D data4;
uniform sampler2D data5;
uniform sampler2D data6;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 188160 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (40); ++ridx0) {
float val0 = texture(data1, vec2(float(float(int((ridx0*(784))+(int(idx0)%int((784))))%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int((ridx0*(784))+(int(idx0)%int((784))))/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r;
float val1 = texture(data2, vec2(float(float(int(ridx0+((idx0/(784))*(40)))%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int(ridx0+((idx0/(784))*(40)))/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
float val2 = texture(data3, vec2(float(float(int(idx0/(784))%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0/(784))/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
float val3 = texture(data4, vec2(float(float(int(idx0/(784))%textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).x), float(float(int(idx0/(784))/textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).y))).r;
float val4 = texture(data5, vec2(float(float(int(idx0/(784))%textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).x), float(float(int(idx0/(784))/textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).y))).r;
float val5 = texture(data6, vec2(float(float(int(idx0/(784))%textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).x), float(float(int(idx0/(784))/textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).y))).r;
float alu0 = float((((acc0-val2)*val3*sqrt(((1.0)/(val4+(1e-05)))))+val5));
out_data = float((alu0*((1.0)/((1.0)+exp2((alu0*((-1.4426950408889634))))))));
}`;
const r_240_28_28_5_5 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 188160 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (5); ++ridx0) {
for (int ridx1 = (0); ridx1 < (5); ++ridx1) {
float val0 = bool((float(((ridx1*((-1)))+((int(idx0)%int((28)))*((-1))))<((-1)))*float((ridx1+(int(idx0)%int((28))))<(30))*float(((ridx0*((-1)))+((int((idx0/(28)))%int((28)))*((-1))))<((-1)))*float((ridx0+(int((idx0/(28)))%int((28))))<(30))))?(texture(data1, vec2(float(float(int(ridx1+(int(idx0)%int((28)))+(ridx0*(28))+((int((idx0/(28)))%int((28)))*(28))+((idx0/(784))*(784))+((-58)))%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int(ridx1+(int(idx0)%int((28)))+(ridx0*(28))+((int((idx0/(28)))%int((28)))*(28))+((idx0/(784))*(784))+((-58)))/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r):(0.0);
float val1 = texture(data2, vec2(float(float(int((ridx0*(5))+ridx1+((idx0/(784))*(25)))%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int((ridx0*(5))+ridx1+((idx0/(784))*(25)))/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
}
out_data = float(acc0);
}`;
const r_240_784 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
uniform sampler2D data4;
uniform sampler2D data5;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 240 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (784); ++ridx0) {
float val0 = texture(data1, vec2(float(float(int((idx0*(784))+ridx0)%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int((idx0*(784))+ridx0)/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r;
float val1 = texture(data2, vec2(float(float(int(idx0)%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int(idx0)/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
float val2 = texture(data3, vec2(float(float(int(idx0)%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0)/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
float val3 = texture(data4, vec2(float(float(int(idx0)%textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).x), float(float(int(idx0)/textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).y))).r;
float val4 = texture(data5, vec2(float(float(int(idx0)%textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).x), float(float(int(idx0)/textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).y))).r;
float alu0 = float((((val0-val1)*val2*sqrt(((1.0)/(val3+(1e-05)))))+val4));
acc0 = ((alu0*((1.0)/((1.0)+exp2((alu0*((-1.4426950408889634)))))))+acc0);
}
out_data = float((acc0*(0.0012755102040816326)));
}`;
const r_10_240 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 10 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (240); ++ridx0) {
float val0 = texture(data1, vec2(float(float(int(ridx0)%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int(ridx0)/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r;
float val1 = texture(data2, vec2(float(float(int((idx0*(240))+ridx0)%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int((idx0*(240))+ridx0)/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
float val2 = texture(data3, vec2(float(float(int(idx0)%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0)/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
float alu0 = float((acc0+val2));
out_data = float((alu0*((1.0)/((1.0)+exp2((alu0*((-1.4426950408889634))))))));
}`;
const r_240_10 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 240 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (10); ++ridx0) {
float val0 = texture(data1, vec2(float(float(int(ridx0)%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int(ridx0)/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r;
float val1 = texture(data2, vec2(float(float(int((idx0*(10))+ridx0)%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int((idx0*(10))+ridx0)/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
float val2 = texture(data3, vec2(float(float(int(idx0)%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0)/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
out_data = float(((1.0)/((1.0)+exp2(((acc0+val2)*((-1.4426950408889634)))))));
}`;
const r_240_28_28_5_5n1 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
uniform sampler2D data4;
uniform sampler2D data5;
uniform sampler2D data6;
uniform sampler2D data7;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 188160 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (5); ++ridx0) {
for (int ridx1 = (0); ridx1 < (5); ++ridx1) {
float val0 = bool((float(((ridx1*((-1)))+((int(idx0)%int((28)))*((-1))))<((-1)))*float((ridx1+(int(idx0)%int((28))))<(30))*float(((ridx0*((-1)))+((int((idx0/(28)))%int((28)))*((-1))))<((-1)))*float((ridx0+(int((idx0/(28)))%int((28))))<(30))))?(texture(data1, vec2(float(float(int(ridx1+(int(idx0)%int((28)))+(ridx0*(28))+((int((idx0/(28)))%int((28)))*(28))+((idx0/(784))*(784))+((-58)))%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int(ridx1+(int(idx0)%int((28)))+(ridx0*(28))+((int((idx0/(28)))%int((28)))*(28))+((idx0/(784))*(784))+((-58)))/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r):(0.0);
float val1 = texture(data2, vec2(float(float(int((ridx0*(5))+ridx1+((idx0/(784))*(25)))%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int((ridx0*(5))+ridx1+((idx0/(784))*(25)))/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;
acc0 = ((val0*val1)+acc0);
}
}
float val2 = texture(data3, vec2(float(float(int(idx0/(784))%textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).x), float(float(int(idx0/(784))/textureSize(data3, 0).x) + 0.5f)/float(textureSize(data3, 0).y))).r;
float val3 = texture(data4, vec2(float(float(int(idx0/(784))%textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).x), float(float(int(idx0/(784))/textureSize(data4, 0).x) + 0.5f)/float(textureSize(data4, 0).y))).r;
float val4 = texture(data5, vec2(float(float(int(idx0/(784))%textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).x), float(float(int(idx0/(784))/textureSize(data5, 0).x) + 0.5f)/float(textureSize(data5, 0).y))).r;
float val5 = texture(data6, vec2(float(float(int(idx0/(784))%textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).x), float(float(int(idx0/(784))/textureSize(data6, 0).x) + 0.5f)/float(textureSize(data6, 0).y))).r;
float val6 = texture(data7, vec2(float(float(int(idx0/(784))%textureSize(data7, 0).x) + 0.5f)/float(textureSize(data7, 0).x), float(float(int(idx0/(784))/textureSize(data7, 0).x) + 0.5f)/float(textureSize(data7, 0).y))).r;
float alu0 = float((((acc0-val2)*val3*sqrt(((1.0)/(val4+(1e-05)))))+val5));
out_data = float((alu0*((1.0)/((1.0)+exp2((alu0*((-1.4426950408889634))))))*val6));
}`;
const r_40_784_240 = `#version 300 es
precision highp float;
precision highp int;
in vec2 uv;
uniform int w;
uniform sampler2D data1;
uniform sampler2D data2;
uniform sampler2D data3;
uniform sampler2D data4;
uniform sampler2D data5;
uniform sampler2D data6;
uniform sampler2D data7;
out float out_data;
void main() {
int idx0 = int(gl_FragCoord.y-0.5f) * w + int(gl_FragCoord.x-0.5f); /* 31360 */
float acc0 = (0.0);
for (int ridx0 = (0); ridx0 < (240); ++ridx0) {
float val0 = texture(data1, vec2(float(float(int((ridx0*(784))+(int(idx0)%int((784))))%textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).x), float(float(int((ridx0*(784))+(int(idx0)%int((784))))/textureSize(data1, 0).x) + 0.5f)/float(textureSize(data1, 0).y))).r;
float val1 = texture(data2, vec2(float(float(int(ridx0+((idx0/(784))*(240)))%textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).x), float(float(int(ridx0+((idx0/(784))*(240)))/textureSize(data2, 0).x) + 0.5f)/float(textureSize(data2, 0).y))).r;