sbrl/tfsummaryvis
1
0
Fork 0
Code Issues Pull requests Projects Releases Packages Wiki Activity

Support sequential models

Browse source 
such models don't have an explicit connected to column.
In this case, we assume every subsequent layer is to the one before.
This commit is contained in:
Starbeamrainbowlabs 2023-02-18 02:04:40 +00:00
parent 6555100f46
commit 3d777d0de1
Signed by: sbrl
GPG key ID: 1BE5172E637709C2
2 changed files with 29 additions and 9 deletions
Show stats Download patch file Download diff file Expand all files Collapse all files

2
src/lib/make_graph.mjs
View file

@ -19,6 +19,8 @@ export default function make_graph(summary) {
const nomnoml_source = result.join("\n"); const nomnoml_source = result.join("\n");
console.info(`[make_graph] nomnoml source:\n${nomnoml_source}`);
const svg = nomnoml.renderSvg(nomnoml_source); const svg = nomnoml.renderSvg(nomnoml_source);
return svg; return svg;
} }

34
src/lib/parse_summary.mjs
View file

@ -4,31 +4,45 @@
export default function parse_summary(text) { export default function parse_summary(text) {
const lines = text.trim().split(/\r?\n/); const lines = text.trim().split(/\r?\n/);
const has_connected_to = lines[2].search("Connected to") > -1;
const layers_raw = lines.slice( const layers_raw = lines.slice(
lines.findIndex(line => line.startsWith("====")) + 1, lines.findIndex(line => line.startsWith("====")) + 1,
lines.findLastIndex(line => line.startsWith("====")) lines.findLastIndex(line => line.startsWith("===="))
); );
const layers = []; const layers = [];
const sep_output_shape = lines[2].search("Output Shape");
const sep_param_hash = lines[2].search("Param #");
const sep_connected_to = has_connected_to ? lines[2].search("Connected to") : lines[2].length;
let layer_prev = null;
let acc = []; let acc = [];
for (const line of layers_raw) { for (const line of layers_raw) {
if(line.trim().length == 0) { if(line.trim().length == 0) {
if(acc.length === 0) continue; if(acc.length === 0) continue;
console.log(acc.map(layer_line => layer_line.substring(65).trim()).join(""));
console.log(`DEBUG:params`, acc.map(layer_line => layer_line.substring(sep_param_hash, sep_connected_to).trim()));
// Handle parsed item // Handle parsed item
const result = { const result = {
name_raw: acc.map(layer_line => layer_line.substring(0, 32).trim()).join(""), name_raw: acc.map(layer_line => layer_line.substring(0, sep_output_shape).trim()).join(""),
output_shape: acc.map(layer_line => layer_line.substring(32, 53).trim()).join(""), output_shape: acc.map(layer_line => layer_line.substring(sep_output_shape, sep_param_hash).trim()).join(""),
params: parseInt(acc.map(layer_line => layer_line.substring(53, 65).trim()).join("")), params: parseInt(acc.map(layer_line => layer_line.substring(sep_param_hash, sep_connected_to).trim()).join("")),
connected_to: JSON.parse(acc.map(layer_line => layer_line.substring(65).trim()).join("")
.replace(/'/g, '"'))
.map(connected_name => connected_name.replace(/(\[0\])+$/, ""))
}; };
if(has_connected_to) {
result.connected_to = JSON.parse(acc.map(layer_line => layer_line.substring(sep_connected_to).trim()).join("")
.replace(/'/g, '"'))
.map(connected_name => connected_name.replace(/(\[0\])+$/, ""));
}
else {
if(layer_prev !== null)
result.connected_to = [ layer_prev.name ];
}
result.type = result.name_raw.match(/ \(([^)]+)\)/)[1]; result.type = result.name_raw.match(/ \(([^)]+)\)/)[1];
result.name = result.name_raw.split(/\s+/)[0]; result.name = result.name_raw.split(/\s+/)[0];
layer_prev = result;
layers.push(result); layers.push(result);
acc.length = 0; acc.length = 0;
@ -40,6 +54,10 @@ export default function parse_summary(text) {
const edges = []; const edges = [];
for(const layer of layers) { for(const layer of layers) {
if(!(layer.connected_to instanceof Array)) {
console.info(`[edge detect] layer.connected_to is not an instance of Array:`, layer);
continue;
}
for(const connection of layer.connected_to) { for(const connection of layer.connected_to) {
edges.push({ edges.push({
from: connection, from: connection,