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Files changed (6) hide show
  1. app/analytics.log.jsonl +176 -0
  2. app/routes.py +91 -2
  3. app/routes.py.ori.py +174 -0
  4. app/static/js/main.js +77 -5
  5. app/static/js/main.js.ori.js +858 -0
  6. requirements.txt +3 -2
app/analytics.log.jsonl ADDED
@@ -0,0 +1,176 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {"t": 1757896550669, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 1.1}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:35:50.692087Z", "visitor_id": "f3e6f6a9f79745459616fd8d78431373", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
2
+ {"t": 1757896550698, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 1.2}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:35:50.709017Z", "visitor_id": "ff06e7aa323c4238be02195abce39706", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
3
+ {"t": 1757896550711, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 1.4}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:35:50.718500Z", "visitor_id": "c11c827c2a8c4a31a61d5be7660c9258", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
4
+ {"t": 1757896550732, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 1.6}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:35:50.737093Z", "visitor_id": "d2cc4e03bbc740da92b876c4df817fe7", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
5
+ {"t": 1757896550741, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 1.7}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:35:50.745718Z", "visitor_id": "7834b751f6cb41cf985c419dc3e2d4b0", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
6
+ {"t": 1757896550749, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 1.8}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:35:50.755407Z", "visitor_id": "48491caedc2749caae454d65dff0f182", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
7
+ {"t": 1757896550757, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 1.9}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:35:50.761808Z", "visitor_id": "d88d65abea7c4ef6b0446f705ebfc2e3", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
8
+ {"t": 1757896550765, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 2}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:35:50.770138Z", "visitor_id": "73c237066e054371b65ceadfb8375d30", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
9
+ {"t": 1757896550774, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 2.1}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:35:50.780031Z", "visitor_id": "3f949c7a120f4b3ea77e032115ae86de", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
10
+ {"t": 1757896550782, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 2.3}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:35:50.789420Z", "visitor_id": "9ec816c6e94a4af4b8730717bdafab64", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
11
+ {"t": 1757896550790, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 2.4}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:35:50.797387Z", "visitor_id": "18a04d355d9a450eb677c32c745c3ceb", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
12
+ {"t": 1757896550799, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 2.5}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:35:50.808952Z", "visitor_id": "5241caae96a84b35884d25470df1ecbb", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
13
+ {"t": 1757896550807, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 2.6}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:35:50.812067Z", "visitor_id": "9f9fb0e5e48e4055ab1bb8bbfab61954", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
14
+ {"t": 1757896550815, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 2.7}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:35:50.818987Z", "visitor_id": "c1d6e2723dfb4883a030c45d5730d2a3", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
15
+ {"t": 1757896550824, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 2.8}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:35:50.830391Z", "visitor_id": "55253363029344ed9d6733bc7f2eaa86", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
16
+ {"t": 1757896550832, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 2.9}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:35:50.839021Z", "visitor_id": "ff7de07312884c848e260d34ba9d90f2", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
17
+ {"t": 1757896550849, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 3}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:35:50.853188Z", "visitor_id": "67b7410f81794bcd9f47be8d2598da6f", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
18
+ {"t": 1757896550865, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 3.1}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:35:50.874940Z", "visitor_id": "42d85a017a2e46b9ad9d5e95117cfb46", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
19
+ {"t": 1757896550890, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 3.2}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:35:50.895626Z", "visitor_id": "9e3ec5f3241e4012b228764c36de0264", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
20
+ {"t": 1757896555513, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "view_switch", "path": "/", "payload": {"view": "iterations"}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:35:55.527675Z", "visitor_id": "6a4d9afc83cd468c88f434d7310afbdf", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
21
+ {"t": 1757896555512, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "ui_click", "path": "/", "payload": {"name": "view-iterations"}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:35:55.526142Z", "visitor_id": "7b4b51c694ec4ea7a05c32ada87419be", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
22
+ {"t": 1757896558515, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "ui_click", "path": "/", "payload": {"name": "train-button"}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:35:58.527999Z", "visitor_id": "1eb6c3a5b7904d3e83f357fcb4d1e93d", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
23
+ {"t": 1757896558527, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "train_toggle", "path": "/", "payload": {"clipping_norm": 3.2, "noise_multiplier": 1, "batch_size": 64, "learning_rate": 0.01, "epochs": 30, "dataset": "mnist", "model_architecture": "simple-mlp"}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:35:58.553873Z", "visitor_id": "cfe546d462254b3cb6fae4661360e556", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
24
+ {"t": 1757896828901, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "ui_click", "path": "/", "payload": {"name": "train-button"}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:40:28.913399Z", "visitor_id": "3ff68b57429b4e24bed029f2034889eb", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
25
+ {"t": 1757896828906, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "train_toggle", "path": "/", "payload": {"clipping_norm": 3.2, "noise_multiplier": 1, "batch_size": 64, "learning_rate": 0.01, "epochs": 30, "dataset": "mnist", "model_architecture": "simple-mlp"}, "user": {}, "vid": "1fa3e1f42c7043caa8ac3e9aac6494a6", "server_time": "2025-09-15T00:40:28.913973Z", "visitor_id": "5923f70d5d784793a182c0338715007f", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
26
+ {"t": 1757897467767, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "ui_click", "path": "/", "payload": {"name": "Playground"}, "user": {}, "vid": "6d640dbcfb074755a6dfa5f8a2e6d119", "server_time": "2025-09-15T00:51:07.773461Z", "visitor_id": "0f5a942f62954f2695c4baa605221e88", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
27
+ {"t": 1757897469319, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "ui_click", "path": "/", "payload": {"name": "Learning Hub"}, "user": {}, "vid": "9c6a6667c6ca44d086e01cb8706a8d99", "server_time": "2025-09-15T00:51:09.324924Z", "visitor_id": "f48c716e57a943f1a013aca5569199f4", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
28
+ {"t": 1757897474655, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "ui_click", "path": "/learning", "payload": {"name": "Playground"}, "user": {}, "vid": "63ed95f0c59c4043ac06f69948e76d12", "server_time": "2025-09-15T00:51:14.663494Z", "visitor_id": "fbbe53dafd7042ea8ebeafcba751bdd7", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/learning", "dnt": false, "gpc": false}
29
+ {"t": 1757897483444, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 1.1}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:23.459996Z", "visitor_id": "87c99188fc9549c4a8f591e953d043eb", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
30
+ {"t": 1757897483597, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 1.2}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:23.605244Z", "visitor_id": "d415632f6d77404db05c31a88f8ce3b7", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
31
+ {"t": 1757897483611, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 1.5}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:23.621548Z", "visitor_id": "d1335bd7f2994e8495eb2250a5e1fbd4", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
32
+ {"t": 1757897483621, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 1.6}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:23.629173Z", "visitor_id": "850c9a901a2b47f59689430c4793fae5", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
33
+ {"t": 1757897483629, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 1.8}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:23.635694Z", "visitor_id": "2e29c042276849bbaa8cabbc7196304c", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
34
+ {"t": 1757897483637, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 1.9}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:23.640779Z", "visitor_id": "25fa7b5eb6e6473aa5bec0f022e89a6b", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
35
+ {"t": 1757897483644, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 2.1}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:23.661324Z", "visitor_id": "8ff99bcd13f44184952854d11ca2efb3", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
36
+ {"t": 1757897483655, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 2.2}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:23.663030Z", "visitor_id": "98377b8b4de94d97ad0afcc4720b0ae7", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
37
+ {"t": 1757897483663, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 2.3}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:23.667057Z", "visitor_id": "81b3c748a43341d580103ffcad94b43f", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
38
+ {"t": 1757897483677, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 2.4}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:23.685411Z", "visitor_id": "265a14fb8b68487dbed7ffc112e9e61a", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
39
+ {"t": 1757897483694, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 2.5}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:23.700092Z", "visitor_id": "60a2645bb3ba441e8dcd58d332392a14", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
40
+ {"t": 1757897484485, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "noise-multiplier", "value": 1.1}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:24.501144Z", "visitor_id": "cf617cb5105e42e1b7d3a2d8996c0b7d", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
41
+ {"t": 1757897484610, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "noise-multiplier", "value": 1.2}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:24.626235Z", "visitor_id": "fdf534888baf4d33b9e3e34458506f2b", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
42
+ {"t": 1757897484635, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "noise-multiplier", "value": 1.6}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:24.652732Z", "visitor_id": "bdfccd5b93d847af8c79471e669076b4", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
43
+ {"t": 1757897484642, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "noise-multiplier", "value": 1.8}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:24.655315Z", "visitor_id": "68c42f3f83734cb5985d44e45c58e721", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
44
+ {"t": 1757897484660, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "noise-multiplier", "value": 2.2}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:24.675675Z", "visitor_id": "d9806eec39c94dd0aae9a432ac7333b5", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
45
+ {"t": 1757897484668, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "noise-multiplier", "value": 2.5}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:24.676956Z", "visitor_id": "f356a897cf4b40199f62a988c822cbf8", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
46
+ {"t": 1757897484685, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "noise-multiplier", "value": 2.9}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:24.697068Z", "visitor_id": "f5d27897ea9248e59ea5be776139c03d", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
47
+ {"t": 1757897484693, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "noise-multiplier", "value": 3}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:24.698166Z", "visitor_id": "d3b717ed932442e396210f1703bc9659", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
48
+ {"t": 1757897484701, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "noise-multiplier", "value": 3.1}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:24.709838Z", "visitor_id": "237a9ace7c674bb3a6ed0de2a5ba06b4", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
49
+ {"t": 1757897484710, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "noise-multiplier", "value": 3.2}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:24.716517Z", "visitor_id": "a6d5b78c054544e9bf672920a72acdb7", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
50
+ {"t": 1757897484718, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "noise-multiplier", "value": 3.3}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:24.733357Z", "visitor_id": "246ef048daf84f728d10906c0cedbec5", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
51
+ {"t": 1757897484768, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "noise-multiplier", "value": 3.4}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:24.783719Z", "visitor_id": "c4e6cb454b6a45ad9e30d7bbc732f849", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
52
+ {"t": 1757897485570, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "batch-size", "value": 80}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:25.591496Z", "visitor_id": "1dd7844327cf4215b5f934490ced3b84", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
53
+ {"t": 1757897485577, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "batch-size", "value": 96}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:25.597433Z", "visitor_id": "10d40d87b92949f8a9388cf776bca1d7", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
54
+ {"t": 1757897485594, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "batch-size", "value": 128}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:25.613189Z", "visitor_id": "e9428647d0764385a3f6cc1517c42037", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
55
+ {"t": 1757897485586, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "batch-size", "value": 112}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:25.611344Z", "visitor_id": "29fe75dbffdc43cf9461dcbf568bbbca", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
56
+ {"t": 1757897485602, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "batch-size", "value": 144}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:25.615935Z", "visitor_id": "ed26b18bc53b49c9a31ca0689885d9b1", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
57
+ {"t": 1757897485620, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "batch-size", "value": 160}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:25.629426Z", "visitor_id": "a78ace51f6c6455792796c82762d3cf1", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
58
+ {"t": 1757897485637, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "batch-size", "value": 176}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:25.650657Z", "visitor_id": "8c445ce7ff5544429cbd72f178e27c09", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
59
+ {"t": 1757897486421, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.011}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:26.443318Z", "visitor_id": "ef5f99895d884f49bdaa3b59b53b5bd3", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
60
+ {"t": 1757897486427, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.012}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:26.451555Z", "visitor_id": "1597ca93d0b64d4bad5f44e476dc2c0b", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
61
+ {"t": 1757897486436, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.015}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:26.456376Z", "visitor_id": "0608fa933a24427baef019b7321a146e", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
62
+ {"t": 1757897486444, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.017}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:26.460776Z", "visitor_id": "49586a5a9cad4104a32aa69be4b8d482", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
63
+ {"t": 1757897486459, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.022}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:26.468454Z", "visitor_id": "7ecd0942c5d14198aadc24a82a65ffcf", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
64
+ {"t": 1757897486469, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.029}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:26.475157Z", "visitor_id": "95f07731110e467786014f645f4f94b8", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
65
+ {"t": 1757897486475, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.034}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:26.487651Z", "visitor_id": "6aa45d8d8b56465dbc1c495995816607", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
66
+ {"t": 1757897486484, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.037}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:26.489939Z", "visitor_id": "2b03d794e4d249eb8ccd4cd1e5244f29", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
67
+ {"t": 1757897486492, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.041}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:26.498677Z", "visitor_id": "3f3e4f34a25e4a3cbaad5ed4c7a82761", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
68
+ {"t": 1757897486501, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.044}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:26.506453Z", "visitor_id": "e61b501a24b943f0b1bc887182167317", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
69
+ {"t": 1757897486513, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.047}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:26.532807Z", "visitor_id": "dc57761bb64a43ca861702f50a81ac42", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
70
+ {"t": 1757897486516, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.048}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:26.533758Z", "visitor_id": "c7f192e163e7450d8bc501b6ea5f92d8", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
71
+ {"t": 1757897486523, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.05}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:26.539862Z", "visitor_id": "39e9f5d3530d45f2ba6240832d101f09", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
72
+ {"t": 1757897486531, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.051}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:26.541161Z", "visitor_id": "77a654e9780a4f2095a7f42bf7008c9c", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
73
+ {"t": 1757897486548, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.053}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:26.556647Z", "visitor_id": "8c0899e0ccca4a239b5ff099c7c41398", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
74
+ {"t": 1757897486546, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.052}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:26.555569Z", "visitor_id": "a112c34e23914be68903e5b0b68f619c", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
75
+ {"t": 1757897486563, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.054}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:26.569871Z", "visitor_id": "74a8607d1478401e9b33d8cb7104beea", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
76
+ {"t": 1757897486588, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.055}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:26.593982Z", "visitor_id": "509d9bba31774d6dbe9a7c2d89fb2457", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
77
+ {"t": 1757897486916, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.054}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:26.933900Z", "visitor_id": "5de24af176334e54b2f6e9f67248be65", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
78
+ {"t": 1757897486950, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.053}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:26.964258Z", "visitor_id": "d0f837a6a72145048a99fab532bcea56", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
79
+ {"t": 1757897486965, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.052}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:26.978163Z", "visitor_id": "0e934692d3ad45bf8b2fbaadfa55285d", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
80
+ {"t": 1757897486989, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.05}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:26.999552Z", "visitor_id": "994021e73df54a9bae476a43ac2eb2c5", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
81
+ {"t": 1757897486981, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.051}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:26.997699Z", "visitor_id": "06762380b0cf4b3381210f515efe3f79", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
82
+ {"t": 1757897487006, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.049}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:27.018860Z", "visitor_id": "2b6b4e0512474cb2b49e80c520c46029", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
83
+ {"t": 1757897487014, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.048}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:27.020676Z", "visitor_id": "417780dd27d041e3818dd48f7ae5b031", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
84
+ {"t": 1757897487031, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.047}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:27.039205Z", "visitor_id": "fafff609e624472abe3718acbbb72c0d", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
85
+ {"t": 1757897487039, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.046}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:27.044456Z", "visitor_id": "3e0b66801c3b42c587bd6f2261fcd258", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
86
+ {"t": 1757897487047, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.045}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:27.060515Z", "visitor_id": "9c153de13c304805818094592c7699ac", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
87
+ {"t": 1757897487056, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.044}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:27.062686Z", "visitor_id": "17a4b51844ba422da58dcc51cdd7753e", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
88
+ {"t": 1757897487064, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.043}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:27.069442Z", "visitor_id": "8a7f4eb7e5e44327b52902dd820d1b2e", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
89
+ {"t": 1757897487072, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.042}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:27.078208Z", "visitor_id": "4e23b446a3974c5b9b29b5cb845054e6", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
90
+ {"t": 1757897487081, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.041}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:27.086514Z", "visitor_id": "10063ab74fec4498b71c1d890ae19706", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
91
+ {"t": 1757897487089, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.039}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:27.093600Z", "visitor_id": "da1f2b2797194bda913e2dbb5e1a9612", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
92
+ {"t": 1757897487097, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.038}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:27.102394Z", "visitor_id": "468b85768b6c4f3b8e266c99767e3d5c", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
93
+ {"t": 1757897487106, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.036}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:27.111168Z", "visitor_id": "e93445d009304960bf1e16a7baf6b1e8", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
94
+ {"t": 1757897487114, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.035}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:27.122427Z", "visitor_id": "d0e0b676a58649a0aa6628e352483378", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
95
+ {"t": 1757897487122, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.032}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:27.127444Z", "visitor_id": "55394b5811064df4a624a72e88d2c7b1", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
96
+ {"t": 1757897487131, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.031}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:27.138348Z", "visitor_id": "ca092ee4fda041b78191457d9e1f0bfd", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
97
+ {"t": 1757897487139, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.03}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:27.143600Z", "visitor_id": "c6031926a6a540adb4718a77b8d66424", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
98
+ {"t": 1757897487147, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.029}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:27.162508Z", "visitor_id": "03c9f6dec7e545abb22348289fa34647", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
99
+ {"t": 1757897487156, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.028}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:27.163267Z", "visitor_id": "0c77d0a7bc224982bc4bdb8c04edff24", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
100
+ {"t": 1757897487164, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.027}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:27.168758Z", "visitor_id": "29bab3f6845e43638c8dd75c23820619", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
101
+ {"t": 1757897487171, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.026}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:27.175856Z", "visitor_id": "4f7f2754bdf04f539b3ec74393106efa", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
102
+ {"t": 1757897487181, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.025}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:27.184688Z", "visitor_id": "3a6834ac8670471da8917275851e2e91", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
103
+ {"t": 1757897487189, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.024}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:27.192230Z", "visitor_id": "7bd11b461c80417aba11eccc9a9e7593", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
104
+ {"t": 1757897487197, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.023}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:27.203530Z", "visitor_id": "c3882f011cd24624ad773cfdd5dea567", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
105
+ {"t": 1757897487214, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "learning-rate", "value": 0.022}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:27.218771Z", "visitor_id": "eb8e11001f1e463693aecad3eda7a8bd", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
106
+ {"t": 1757897488866, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 29}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:28.881757Z", "visitor_id": "736c4b7ca1b245f5b270d7c0254c953b", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
107
+ {"t": 1757897488884, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 28}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:28.903953Z", "visitor_id": "770030ef26eb484d8403fdfc93ca3c82", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
108
+ {"t": 1757897488890, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 27}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:28.911838Z", "visitor_id": "66395ae4e2fc4b16958d01ad61923205", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
109
+ {"t": 1757897488902, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 26}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:28.921253Z", "visitor_id": "36087b80a61842879031d3d2f2f27ffd", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
110
+ {"t": 1757897488915, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 25}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:28.923990Z", "visitor_id": "1a4b3ad68f9c473b80c7bae12fd7ac94", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
111
+ {"t": 1757897488940, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 24}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:28.953571Z", "visitor_id": "fb4e6f8753d044ee8bcf10188f929ba9", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
112
+ {"t": 1757897490741, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 25}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:30.755615Z", "visitor_id": "f975889892aa46ffa1bcb1c92e946bb5", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
113
+ {"t": 1757897490765, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 26}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:30.780780Z", "visitor_id": "ba5e1352c4ed4144a1da1339b8a04bd5", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
114
+ {"t": 1757897490773, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 27}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:30.786421Z", "visitor_id": "90a811602f0944ce9eaca685dd3c0f68", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
115
+ {"t": 1757897490784, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 28}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:30.806213Z", "visitor_id": "94094b92d05d4ecb85847101d037412c", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
116
+ {"t": 1757897490790, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 30}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:30.813080Z", "visitor_id": "58405d3f6c4047bebefcf6a8b2918f02", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
117
+ {"t": 1757897490798, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 31}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:30.815575Z", "visitor_id": "f1e8fbfbbd904ce2a06bd9090477a340", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
118
+ {"t": 1757897490807, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 32}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:30.818823Z", "visitor_id": "8dcceb6b31394478982c0ff5cc7b2808", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
119
+ {"t": 1757897490822, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 33}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:30.830624Z", "visitor_id": "707f7802d5a24ac5b239b9d63e6d6604", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
120
+ {"t": 1757897490839, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 34}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:30.847754Z", "visitor_id": "4ba5c745c0014a80a17a41a30d0e97f1", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
121
+ {"t": 1757897490856, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 35}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:30.864325Z", "visitor_id": "eb8e9a33f51d43f79b043f9b6d44ff56", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
122
+ {"t": 1757897491565, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 34}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:31.587631Z", "visitor_id": "88cb47a6272a47d68bb00e6078a01598", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
123
+ {"t": 1757897491573, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 33}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:31.596642Z", "visitor_id": "aa549143f16d4602b82641761dca4829", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
124
+ {"t": 1757897491583, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 32}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:31.607395Z", "visitor_id": "1dce8336bd844b23b6c2f463cc1b500c", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
125
+ {"t": 1757897491590, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 31}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:31.608258Z", "visitor_id": "f4561ccf9c584db48a15c43a59ec0c80", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
126
+ {"t": 1757897491600, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 30}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:31.610816Z", "visitor_id": "f044f05918e74a18849999eb96ca18e7", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
127
+ {"t": 1757897491605, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 29}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:31.613141Z", "visitor_id": "33e2fa746f30469ea05c10718e655412", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
128
+ {"t": 1757897491614, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 27}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:31.619893Z", "visitor_id": "044574a3a8d4499eac61f9c98ab41e31", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
129
+ {"t": 1757897491623, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 25}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:31.629444Z", "visitor_id": "8fcc75e5568c4beb8730d6e0a086f03b", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
130
+ {"t": 1757897491632, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 23}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:31.638401Z", "visitor_id": "590783e013bd4ee8b76c46dc45dbb2d1", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
131
+ {"t": 1757897491639, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 22}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:31.647125Z", "visitor_id": "891f8bca177249018e960f6c08076e0b", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
132
+ {"t": 1757897491647, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 21}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:31.656126Z", "visitor_id": "5be26b3df4b54d5291849c81424e1a19", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
133
+ {"t": 1757897491656, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 20}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:31.661848Z", "visitor_id": "2c7883b14a6e433986dc04783445a1c3", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
134
+ {"t": 1757897491664, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 19}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:31.672260Z", "visitor_id": "53620d667d7d45808212f8b399884652", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
135
+ {"t": 1757897491672, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 18}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:31.679509Z", "visitor_id": "e1a3b284b94c4446ac39917982a31cbf", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
136
+ {"t": 1757897491690, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "epochs", "value": 17}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:31.702250Z", "visitor_id": "6874e4a15c0349b1b4de7a811e15c7e2", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
137
+ {"t": 1757897494763, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 2.4}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:34.776883Z", "visitor_id": "7a9711f853d340b4b81484ed29efb3c7", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
138
+ {"t": 1757897494781, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 2.5}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:34.787762Z", "visitor_id": "f54f8d7ded964f90b509e8993658793a", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
139
+ {"t": 1757897494797, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 2.6}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:34.804320Z", "visitor_id": "bc3acfa7b56145c785302776fcd34762", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
140
+ {"t": 1757897494806, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 2.7}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:34.813977Z", "visitor_id": "95ad96734b694c40b1e4e320f6fd0607", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
141
+ {"t": 1757897494814, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 2.8}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:34.828936Z", "visitor_id": "4479169f3aa24640b99a9a3d82da6b75", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
142
+ {"t": 1757897494822, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 3}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:34.834494Z", "visitor_id": "53a06ac4a7da4d57b9dee56d495f4082", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
143
+ {"t": 1757897494829, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 3.1}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:34.835776Z", "visitor_id": "29d1f95281b04b079e182f6139e2955d", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
144
+ {"t": 1757897494835, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 3.3}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:34.839903Z", "visitor_id": "d9e1a9492a204d2fa231f0effe385289", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
145
+ {"t": 1757897494843, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 3.4}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:34.846244Z", "visitor_id": "fbc4bb32b1c34cef9518240db9d3d7a2", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
146
+ {"t": 1757897494851, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 3.5}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:34.859535Z", "visitor_id": "7abba36059ec4a3296fa62e22ddb54af", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
147
+ {"t": 1757897494860, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 3.7}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:34.863677Z", "visitor_id": "13f1d34ab0ce41c4812835e1b2f79118", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
148
+ {"t": 1757897494877, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 3.8}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:34.882968Z", "visitor_id": "8c0556e11966451b90f3ef91ec5169ca", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
149
+ {"t": 1757897494893, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 3.9}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:34.903921Z", "visitor_id": "503a3485cd4a4a75835590b69706485a", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
150
+ {"t": 1757897495883, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 3.8}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:35.898662Z", "visitor_id": "de983ff645464b2ab0c3f0585ce55ea3", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
151
+ {"t": 1757897495897, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 3.7}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:35.906532Z", "visitor_id": "857dd5f661bb4d82bff96b81096bf25b", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
152
+ {"t": 1757897495907, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 3.6}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:35.915614Z", "visitor_id": "a4e176353ff9436490df688df19d3fe0", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
153
+ {"t": 1757897495916, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 3.2}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:35.921782Z", "visitor_id": "df13ecc130274abab433c7a68d575987", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
154
+ {"t": 1757897495927, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 3}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:35.939066Z", "visitor_id": "f0e7f4edcc3d4907b402c48f4c32adb2", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
155
+ {"t": 1757897495935, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 2.7}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:35.945562Z", "visitor_id": "1ab5b28b54d84c35bfc5a1f75f90722d", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
156
+ {"t": 1757897495943, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 2.5}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:35.949826Z", "visitor_id": "549b25876b754dd7821f311a87db9b6e", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
157
+ {"t": 1757897495960, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 2.1}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:35.965465Z", "visitor_id": "b26e1b393fdb4ac7ada399d95ed64db8", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
158
+ {"t": 1757897495968, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 2}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:35.980671Z", "visitor_id": "7fe84822397d4ee9a465715554d60000", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
159
+ {"t": 1757897495976, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 1.8}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:35.981884Z", "visitor_id": "fa80bc0267c04b398bbc69762b49f644", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
160
+ {"t": 1757897495985, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 1.7}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:35.990460Z", "visitor_id": "5b024679d79e44f69d8eedb8327830bd", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
161
+ {"t": 1757897495993, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 1.6}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:35.996878Z", "visitor_id": "bf7dbec3b8274f69bc3f4491ffba4451", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
162
+ {"t": 1757897496010, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 1.5}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:36.017650Z", "visitor_id": "09c6cb794926434da285c2dc575bc2c9", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
163
+ {"t": 1757897496018, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 1.4}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:36.024760Z", "visitor_id": "ffdb572a99d84cc0b2ae853c22a78fd4", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
164
+ {"t": 1757897496043, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "param_change", "path": "/", "payload": {"param": "clipping-norm", "value": 1.3}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:36.049381Z", "visitor_id": "72d5cb50d7814968839c17946111111e", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
165
+ {"t": 1757897499668, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "ui_click", "path": "/", "payload": {"name": "🎯 Use Optimal Parameters"}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:39.680427Z", "visitor_id": "7664523ed7454322a4452317893083e9", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
166
+ {"t": 1757897500888, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "ui_click", "path": "/", "payload": {"name": "train-button"}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:40.905384Z", "visitor_id": "5f9fb54f91bb4b66aa9249645dce6bf0", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
167
+ {"t": 1757897500901, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "train_toggle", "path": "/", "payload": {"clipping_norm": 2, "noise_multiplier": 1, "batch_size": 256, "learning_rate": 0.05, "epochs": 30, "dataset": "mnist", "model_architecture": "simple-mlp"}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T00:51:40.913294Z", "visitor_id": "c90d0ece4122408aa78d67b4f9da310d", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
168
+ {"t": 1757898030209, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "ui_click", "path": "/", "payload": {"name": "Gradient Clipping"}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T01:00:30.216813Z", "visitor_id": "d7f120bc90d84203814c2203288defd5", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
169
+ {"t": 1757898030210, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "tab_click", "path": "/", "payload": {"tab": "gradients"}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T01:00:30.217736Z", "visitor_id": "054c4c0afc8e48299a805968c31002f4", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
170
+ {"t": 1757898032198, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "ui_click", "path": "/", "payload": {"name": "Training Metrics"}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T01:00:32.203375Z", "visitor_id": "569c0418588640de86e374413bb697cd", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
171
+ {"t": 1757898032198, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "tab_click", "path": "/", "payload": {"tab": "training"}, "user": {}, "vid": "1fe54807080a44ae81596ee6ff1d510b", "server_time": "2025-09-15T01:00:32.203965Z", "visitor_id": "65662bb6d56e4393b14859512f91216d", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
172
+ {"t": 1757898321497, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "ui_click", "path": "/", "payload": {"name": "Playground"}, "user": {}, "vid": "1828b6fa963043a7945eab9868123e34", "server_time": "2025-09-15T01:05:21.520119Z", "visitor_id": "1da5c151c2554ffdae941a6eea2511c7", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
173
+ {"t": 1757898322837, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "ui_click", "path": "/", "payload": {"name": "Learning Hub"}, "user": {}, "vid": "3d614feabfc740859707a5f0970721f9", "server_time": "2025-09-15T01:05:22.842755Z", "visitor_id": "5408a90918914b49b36c46dc239e3524", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
174
+ {"t": 1757898352049, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "ui_click", "path": "/learning", "payload": {"name": "Playground"}, "user": {}, "vid": "24e47deb0173460e8dd8a821f219efe9", "server_time": "2025-09-15T01:05:52.056017Z", "visitor_id": "a8e5594073f248f099de4e5497ddb0b4", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/learning", "dnt": false, "gpc": false}
175
+ {"t": 1757898431382, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "ui_click", "path": "/", "payload": {"name": "Learning Hub"}, "user": {}, "vid": "e052efa6573a46f1bb059f505ada8544", "server_time": "2025-09-15T01:07:11.407601Z", "visitor_id": "6ae2cb63be1840929100920b940ae332", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/", "dnt": false, "gpc": false}
176
+ {"t": 1757898439032, "sessionId": "e6fbeada-329d-41e3-aa40-155e0da60edb", "eventType": "ui_click", "path": "/learning", "payload": {"name": "Playground"}, "user": {}, "vid": "287ddc28a4b24227a2076b5d34a49e6b", "server_time": "2025-09-15T01:07:19.037150Z", "visitor_id": "299e5e6dcaed47a990fc7c795739b3c3", "client_ip_truncated": "127.0.0.0", "user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36", "referer": "http://127.0.0.1:5000/learning", "dnt": false, "gpc": false}
app/routes.py CHANGED
@@ -1,4 +1,8 @@
1
- from flask import Blueprint, render_template, jsonify, request, current_app
 
 
 
 
2
  from app.training.mock_trainer import MockTrainer
3
  from app.training.privacy_calculator import PrivacyCalculator
4
  from flask_cors import cross_origin
@@ -171,4 +175,89 @@ def trainer_status():
171
  'real_trainer_available': REAL_TRAINER_AVAILABLE,
172
  'current_trainer': 'real' if REAL_TRAINER_AVAILABLE else 'mock',
173
  'dataset': 'MNIST' if REAL_TRAINER_AVAILABLE else 'synthetic'
174
- })
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from datetime import datetime
2
+ import ipaddress
3
+ import uuid
4
+ import json
5
+ from flask import Blueprint, render_template, jsonify, request, current_app, make_response
6
  from app.training.mock_trainer import MockTrainer
7
  from app.training.privacy_calculator import PrivacyCalculator
8
  from flask_cors import cross_origin
 
175
  'real_trainer_available': REAL_TRAINER_AVAILABLE,
176
  'current_trainer': 'real' if REAL_TRAINER_AVAILABLE else 'mock',
177
  'dataset': 'MNIST' if REAL_TRAINER_AVAILABLE else 'synthetic'
178
+ })
179
+
180
+
181
+ # ===== Analytics & Identity Endpoints =====
182
+ COOKIE_NAME = "vid"
183
+
184
+ def _client_ip():
185
+ try:
186
+ xff = (request.headers.get("X-Forwarded-For") or "").split(",")[0].strip()
187
+ ip = xff or (request.remote_addr or "")
188
+ if not ip:
189
+ return ""
190
+ ip_obj = ipaddress.ip_address(ip)
191
+ if ip_obj.version == 4:
192
+ return ".".join(ip.split(".")[:3]) + ".0"
193
+ # IPv6 truncate to /48-ish
194
+ hextets = ip.split(":")
195
+ return ":".join((hextets + ["0"] * 8)[:3]) + "::"
196
+ except Exception:
197
+ return ""
198
+
199
+ def _ensure_vid_cookie(resp=None):
200
+ vid = request.cookies.get(COOKIE_NAME)
201
+ if not vid:
202
+ vid = uuid.uuid4().hex
203
+ if resp is None:
204
+ resp = make_response(jsonify({"vid": vid}))
205
+ resp.set_cookie(
206
+ key=COOKIE_NAME,
207
+ value=vid,
208
+ max_age=60*60*24*365*2,
209
+ httponly=True,
210
+ secure=True,
211
+ samesite="Lax",
212
+ path="/"
213
+ )
214
+ return vid, resp
215
+ return vid, resp
216
+
217
+ @main.route("/api/whoami", methods=["GET"])
218
+ @cross_origin()
219
+ def whoami():
220
+ ua = request.headers.get("User-Agent", "")[:200]
221
+ dnt = request.headers.get("DNT") == "1"
222
+ gpc = request.headers.get("Sec-GPC") == "1"
223
+ vid, resp = _ensure_vid_cookie()
224
+ payload = {"vid": vid, "user_agent": ua, "dnt": dnt, "gpc": gpc}
225
+ return jsonify(payload)
226
+
227
+ @main.route('/api/track', methods=['POST', 'OPTIONS'])
228
+ @cross_origin()
229
+ def track_event():
230
+ if request.method == 'OPTIONS':
231
+ return jsonify({'status': 'ok'})
232
+ try:
233
+ evt = request.get_json(force=True, silent=True) or {}
234
+
235
+ dnt = request.headers.get("DNT") == "1"
236
+ gpc = request.headers.get("Sec-GPC") == "1"
237
+ ua = request.headers.get("User-Agent", "")[:200]
238
+ ref = request.headers.get("Referer", "")[:200]
239
+ vid, resp = _ensure_vid_cookie()
240
+
241
+ # Allow only specific user fields if provided
242
+ user = evt.get("user") if isinstance(evt.get("user"), dict) else {}
243
+ allowed_user = {k: user[k] for k in ["id", "role", "org", "plan"] if k in user and isinstance(user[k], (str, int))}
244
+
245
+ evt.update({
246
+ "server_time": datetime.utcnow().isoformat() + "Z",
247
+ "visitor_id": vid,
248
+ "client_ip_truncated": _client_ip(),
249
+ "user_agent": ua,
250
+ "referer": ref,
251
+ "dnt": dnt,
252
+ "gpc": gpc,
253
+ "user": allowed_user
254
+ })
255
+
256
+ logfile = os.path.join(current_app.root_path, 'analytics.log.jsonl')
257
+ with open(logfile, 'a', encoding='utf-8') as f:
258
+ f.write(json.dumps(evt, ensure_ascii=False) + '\n')
259
+
260
+ return jsonify({'ok': True})
261
+ except Exception as e:
262
+ return jsonify({'ok': False, 'error': str(e)}), 400
263
+ # ===== End Analytics =====
app/routes.py.ori.py ADDED
@@ -0,0 +1,174 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from flask import Blueprint, render_template, jsonify, request, current_app
2
+ from app.training.mock_trainer import MockTrainer
3
+ from app.training.privacy_calculator import PrivacyCalculator
4
+ from flask_cors import cross_origin
5
+ import os
6
+
7
+ # Try to import RealTrainer, fallback to MockTrainer if dependencies aren't available
8
+ try:
9
+ from app.training.simplified_real_trainer import SimplifiedRealTrainer as RealTrainer
10
+ REAL_TRAINER_AVAILABLE = True
11
+ print("Simplified real trainer available - will use MNIST dataset")
12
+ except ImportError as e:
13
+ print(f"Real trainer not available ({e}) - trying simplified version")
14
+ try:
15
+ from app.training.real_trainer import RealTrainer
16
+ REAL_TRAINER_AVAILABLE = True
17
+ print("Full real trainer available - will use MNIST dataset")
18
+ except ImportError as e2:
19
+ print(f"No real trainer available ({e2}) - using mock trainer")
20
+ REAL_TRAINER_AVAILABLE = False
21
+
22
+ main = Blueprint('main', __name__)
23
+ mock_trainer = MockTrainer()
24
+ privacy_calculator = PrivacyCalculator()
25
+
26
+ # We'll create trainers dynamically based on dataset selection
27
+ real_trainers = {} # Cache trainers by dataset to avoid reloading
28
+
29
+ def get_or_create_trainer(dataset, model_architecture='simple-mlp'):
30
+ """Get or create a trainer for the specified dataset and architecture."""
31
+ if not REAL_TRAINER_AVAILABLE:
32
+ return None
33
+
34
+ # Create a unique key for dataset + architecture combination
35
+ trainer_key = f"{dataset}_{model_architecture}"
36
+
37
+ if trainer_key not in real_trainers:
38
+ try:
39
+ print(f"Creating new trainer for dataset: {dataset}, architecture: {model_architecture}")
40
+ real_trainers[trainer_key] = RealTrainer(dataset=dataset, model_architecture=model_architecture)
41
+ print(f"Trainer for {dataset} with {model_architecture} initialized successfully")
42
+ except Exception as e:
43
+ print(f"Failed to initialize trainer for {dataset} with {model_architecture}: {e}")
44
+ return None
45
+
46
+ return real_trainers[trainer_key]
47
+
48
+ @main.route('/')
49
+ def index():
50
+ return render_template('index.html')
51
+
52
+ @main.route('/learning')
53
+ def learning():
54
+ return render_template('learning.html')
55
+
56
+ @main.route('/api/train', methods=['POST', 'OPTIONS'])
57
+ @cross_origin()
58
+ def train():
59
+ if request.method == 'OPTIONS':
60
+ return jsonify({'status': 'ok'})
61
+
62
+ try:
63
+ data = request.json
64
+ if not data:
65
+ return jsonify({'error': 'No data provided'}), 400
66
+
67
+ params = {
68
+ 'clipping_norm': float(data.get('clipping_norm', 1.0)),
69
+ 'noise_multiplier': float(data.get('noise_multiplier', 1.0)),
70
+ 'batch_size': int(data.get('batch_size', 64)),
71
+ 'learning_rate': float(data.get('learning_rate', 0.01)),
72
+ 'epochs': int(data.get('epochs', 5))
73
+ }
74
+
75
+ # Get dataset and model architecture selection
76
+ dataset = data.get('dataset', 'mnist')
77
+ model_architecture = data.get('model_architecture', 'simple-mlp')
78
+
79
+ # Check if user wants to force mock training
80
+ use_mock = data.get('use_mock', False)
81
+
82
+ # Use real trainer if available and not forced to use mock
83
+ if REAL_TRAINER_AVAILABLE and not use_mock:
84
+ real_trainer = get_or_create_trainer(dataset, model_architecture)
85
+ if real_trainer:
86
+ print(f"Using real trainer with {dataset.upper()} dataset and {model_architecture} architecture")
87
+ results = real_trainer.train(params)
88
+ results['trainer_type'] = 'real'
89
+ results['dataset'] = dataset.upper()
90
+ results['model_architecture'] = model_architecture
91
+ else:
92
+ print("Failed to create real trainer, falling back to mock trainer")
93
+ results = mock_trainer.train(params)
94
+ results['trainer_type'] = 'mock'
95
+ results['dataset'] = 'synthetic'
96
+ results['model_architecture'] = 'mock'
97
+ else:
98
+ print("Using mock trainer with synthetic data")
99
+ results = mock_trainer.train(params)
100
+ results['trainer_type'] = 'mock'
101
+ results['dataset'] = 'synthetic'
102
+ results['model_architecture'] = 'mock'
103
+
104
+ # Add gradient information for visualization (if not already included)
105
+ if 'gradient_info' not in results:
106
+ if REAL_TRAINER_AVAILABLE and not use_mock:
107
+ current_trainer = get_or_create_trainer(dataset, model_architecture)
108
+ if current_trainer:
109
+ trainer = current_trainer
110
+ else:
111
+ trainer = mock_trainer
112
+ else:
113
+ trainer = mock_trainer
114
+
115
+ results['gradient_info'] = {
116
+ 'before_clipping': trainer.generate_gradient_norms(params['clipping_norm']),
117
+ 'after_clipping': trainer.generate_clipped_gradients(params['clipping_norm'])
118
+ }
119
+
120
+ return jsonify(results)
121
+ except (TypeError, ValueError) as e:
122
+ return jsonify({'error': f'Invalid parameter values: {str(e)}'}), 400
123
+ except Exception as e:
124
+ print(f"Training error: {str(e)}")
125
+ # Fallback to mock trainer on any error
126
+ try:
127
+ print("Falling back to mock trainer due to error")
128
+ results = mock_trainer.train(params)
129
+ results['trainer_type'] = 'mock'
130
+ results['dataset'] = 'synthetic'
131
+ results['fallback_reason'] = str(e)
132
+ return jsonify(results)
133
+ except Exception as fallback_error:
134
+ return jsonify({'error': f'Server error: {str(fallback_error)}'}), 500
135
+
136
+ @main.route('/api/privacy-budget', methods=['POST', 'OPTIONS'])
137
+ @cross_origin()
138
+ def calculate_privacy_budget():
139
+ if request.method == 'OPTIONS':
140
+ return jsonify({'status': 'ok'})
141
+
142
+ try:
143
+ data = request.json
144
+ if not data:
145
+ return jsonify({'error': 'No data provided'}), 400
146
+
147
+ params = {
148
+ 'clipping_norm': float(data.get('clipping_norm', 1.0)),
149
+ 'noise_multiplier': float(data.get('noise_multiplier', 1.0)),
150
+ 'batch_size': int(data.get('batch_size', 64)),
151
+ 'epochs': int(data.get('epochs', 5))
152
+ }
153
+
154
+ # Use real trainer's privacy calculation if available, otherwise use privacy calculator
155
+ if REAL_TRAINER_AVAILABLE and real_trainer:
156
+ epsilon = real_trainer._calculate_privacy_budget(params)
157
+ else:
158
+ epsilon = privacy_calculator.calculate_epsilon(params)
159
+
160
+ return jsonify({'epsilon': epsilon})
161
+ except (TypeError, ValueError) as e:
162
+ return jsonify({'error': f'Invalid parameter values: {str(e)}'}), 400
163
+ except Exception as e:
164
+ return jsonify({'error': f'Server error: {str(e)}'}), 500
165
+
166
+ @main.route('/api/trainer-status', methods=['GET'])
167
+ @cross_origin()
168
+ def trainer_status():
169
+ """Endpoint to check which trainer is being used."""
170
+ return jsonify({
171
+ 'real_trainer_available': REAL_TRAINER_AVAILABLE,
172
+ 'current_trainer': 'real' if REAL_TRAINER_AVAILABLE else 'mock',
173
+ 'dataset': 'MNIST' if REAL_TRAINER_AVAILABLE else 'synthetic'
174
+ })
app/static/js/main.js CHANGED
@@ -1,3 +1,65 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  class DPSGDExplorer {
2
  constructor() {
3
  this.trainingChart = null;
@@ -20,7 +82,9 @@ class DPSGDExplorer {
20
  // Add event listeners
21
  document.getElementById('train-button')?.addEventListener('click', () => this.toggleTraining());
22
 
23
- // Add view toggle listeners
 
 
24
  document.getElementById('view-epochs')?.addEventListener('click', () => this.switchView('epochs'));
25
  document.getElementById('view-iterations')?.addEventListener('click', () => this.switchView('iterations'));
26
  }
@@ -45,7 +109,9 @@ class DPSGDExplorer {
45
  // Update privacy budget
46
  this.updatePrivacyBudget();
47
 
48
- // Update gradient visualization when clipping norm changes
 
 
49
  if (id === 'clipping-norm') {
50
  this.updateGradientVisualization(value);
51
  }
@@ -100,7 +166,9 @@ class DPSGDExplorer {
100
  initializeTabs() {
101
  const tabs = document.querySelectorAll('.tab');
102
  tabs.forEach(tab => {
103
- tab.addEventListener('click', () => {
 
 
104
  const tabsContainer = tab.closest('.tabs');
105
  tabsContainer.querySelectorAll('.tab').forEach(t => t.classList.remove('active'));
106
  tab.classList.add('active');
@@ -374,7 +442,9 @@ class DPSGDExplorer {
374
  budgetValue.textContent = data.epsilon.toFixed(2);
375
  budgetFill.style.width = `${Math.min(data.epsilon / 10 * 100, 100)}%`;
376
 
377
- // Update class for coloring
 
 
378
  budgetFill.classList.remove('low', 'medium', 'high');
379
  if (data.epsilon <= 1) {
380
  budgetFill.classList.add('low');
@@ -484,7 +554,9 @@ class DPSGDExplorer {
484
  switchView(view) {
485
  this.currentView = view;
486
 
487
- // Update button states
 
 
488
  document.querySelectorAll('.view-toggle').forEach(btn => {
489
  btn.classList.remove('active');
490
  });
 
1
+
2
+ // ======= Analytics & Identity Bootstrap =======
3
+ const ANALYTICS_ENDPOINT = '/api/track';
4
+ const COOKIE_NAME = 'vid';
5
+
6
+ // Generate a stable session id (per browser)
7
+ const sessionId = (() => {
8
+ const key = 'dpsgd_session_id';
9
+ let id = localStorage.getItem(key);
10
+ if (!id) { id = (crypto.randomUUID?.() || (String(Date.now()) + Math.random().toString(16).slice(2))); localStorage.setItem(key, id); }
11
+ return id;
12
+ })();
13
+
14
+ // Minimal user context (non-PII by default). Call identify({ id, role, org, plan }) if you have a login.
15
+ let userContext = { vid: null, id: null, role: null, org: null, plan: null };
16
+
17
+ async function initIdentity() {
18
+ try {
19
+ const r = await fetch('/api/whoami', { credentials: 'same-origin' });
20
+ const info = await r.json();
21
+ if (info && info.vid) userContext.vid = info.vid;
22
+ } catch {}
23
+ }
24
+ initIdentity();
25
+
26
+ function identify(user) {
27
+ userContext = { ...userContext, ...{
28
+ id: user?.id ?? null,
29
+ role: user?.role ?? null,
30
+ org: user?.org ?? null,
31
+ plan: user?.plan ?? null,
32
+ }};
33
+ track('identify', { user: { id: userContext.id, role: userContext.role, org: userContext.org, plan: userContext.plan } });
34
+ }
35
+
36
+ // Fire-and-forget tracker
37
+ function track(eventType, payload = {}) {
38
+ const body = {
39
+ t: Date.now(),
40
+ sessionId,
41
+ eventType,
42
+ path: location.pathname,
43
+ payload,
44
+ user: { id: userContext.id, role: userContext.role, org: userContext.org, plan: userContext.plan },
45
+ vid: userContext.vid
46
+ };
47
+ const data = new Blob([JSON.stringify(body)], { type: 'application/json' });
48
+ if (!(navigator.sendBeacon && navigator.sendBeacon(ANALYTICS_ENDPOINT, data))) {
49
+ fetch(ANALYTICS_ENDPOINT, { method: 'POST', headers: { 'Content-Type': 'application/json' }, body: JSON.stringify(body), credentials: 'same-origin' }).catch(()=>{});
50
+ }
51
+ }
52
+
53
+ // Global click listener (optional; captures generic UI clicks)
54
+ document.addEventListener('click', (e) => {
55
+ const target = e.target?.closest?.('[data-track], button, a, .nav-link, .tab');
56
+ if (!target) return;
57
+ const name = target.getAttribute('data-track') || target.id || target.textContent?.trim()?.slice(0, 60);
58
+ if (!name) return;
59
+ track('ui_click', { name });
60
+ }, { capture: true });
61
+ // ======= End Analytics Bootstrap =======
62
+
63
  class DPSGDExplorer {
64
  constructor() {
65
  this.trainingChart = null;
 
82
  // Add event listeners
83
  document.getElementById('train-button')?.addEventListener('click', () => this.toggleTraining());
84
 
85
+
86
+ document.getElementById('train-button')?.addEventListener('click', () => { try { track('train_toggle', (this.getParameters?.()||{})); } catch (e) {} });
87
+ // Add view toggle listeners
88
  document.getElementById('view-epochs')?.addEventListener('click', () => this.switchView('epochs'));
89
  document.getElementById('view-iterations')?.addEventListener('click', () => this.switchView('iterations'));
90
  }
 
109
  // Update privacy budget
110
  this.updatePrivacyBudget();
111
 
112
+
113
+ try { track('param_change', { param: id, value }); } catch (e) {};
114
+ // Update gradient visualization when clipping norm changes
115
  if (id === 'clipping-norm') {
116
  this.updateGradientVisualization(value);
117
  }
 
166
  initializeTabs() {
167
  const tabs = document.querySelectorAll('.tab');
168
  tabs.forEach(tab => {
169
+
170
+ tab.addEventListener('click', () => { try { track('tab_click', { tab: tab.dataset?.tab || tab.id || 'unknown' }); } catch (e) {} });
171
+ tab.addEventListener('click', () => {
172
  const tabsContainer = tab.closest('.tabs');
173
  tabsContainer.querySelectorAll('.tab').forEach(t => t.classList.remove('active'));
174
  tab.classList.add('active');
 
442
  budgetValue.textContent = data.epsilon.toFixed(2);
443
  budgetFill.style.width = `${Math.min(data.epsilon / 10 * 100, 100)}%`;
444
 
445
+
446
+ try { track('privacy_budget_update', { epsilon: data.epsilon }); } catch (e) {};
447
+ // Update class for coloring
448
  budgetFill.classList.remove('low', 'medium', 'high');
449
  if (data.epsilon <= 1) {
450
  budgetFill.classList.add('low');
 
554
  switchView(view) {
555
  this.currentView = view;
556
 
557
+
558
+ try { track('view_switch', { view }); } catch (e) {};
559
+ // Update button states
560
  document.querySelectorAll('.view-toggle').forEach(btn => {
561
  btn.classList.remove('active');
562
  });
app/static/js/main.js.ori.js ADDED
@@ -0,0 +1,858 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class DPSGDExplorer {
2
+ constructor() {
3
+ this.trainingChart = null;
4
+ this.privacyChart = null;
5
+ this.gradientChart = null;
6
+ this.isTraining = false;
7
+ this.currentView = 'epochs'; // 'epochs' or 'iterations'
8
+ this.epochsData = [];
9
+ this.iterationsData = [];
10
+ this.initializeUI();
11
+ }
12
+
13
+ initializeUI() {
14
+ // Initialize parameter controls
15
+ this.initializeSliders();
16
+ this.initializePresets();
17
+ this.initializeTabs();
18
+ this.initializeCharts();
19
+
20
+ // Add event listeners
21
+ document.getElementById('train-button')?.addEventListener('click', () => this.toggleTraining());
22
+
23
+ // Add view toggle listeners
24
+ document.getElementById('view-epochs')?.addEventListener('click', () => this.switchView('epochs'));
25
+ document.getElementById('view-iterations')?.addEventListener('click', () => this.switchView('iterations'));
26
+ }
27
+
28
+ initializeSliders() {
29
+ // Parameter sliders
30
+ const sliders = {
31
+ 'clipping-norm': document.getElementById('clipping-norm'),
32
+ 'noise-multiplier': document.getElementById('noise-multiplier'),
33
+ 'batch-size': document.getElementById('batch-size'),
34
+ 'learning-rate': document.getElementById('learning-rate'),
35
+ 'epochs': document.getElementById('epochs')
36
+ };
37
+
38
+ // Add event listeners to sliders
39
+ for (const [id, slider] of Object.entries(sliders)) {
40
+ if (slider) {
41
+ slider.addEventListener('input', (e) => {
42
+ const value = parseFloat(e.target.value);
43
+ document.getElementById(`${id}-value`).textContent = value.toFixed(1);
44
+
45
+ // Update privacy budget
46
+ this.updatePrivacyBudget();
47
+
48
+ // Update gradient visualization when clipping norm changes
49
+ if (id === 'clipping-norm') {
50
+ this.updateGradientVisualization(value);
51
+ }
52
+ });
53
+ }
54
+ }
55
+
56
+ // Add event listener for the visual clipping norm slider
57
+ const visualSlider = document.getElementById('clipping-norm-visual');
58
+ if (visualSlider) {
59
+ visualSlider.addEventListener('input', (e) => {
60
+ const value = parseFloat(e.target.value);
61
+ document.getElementById('clipping-norm-visual-value').textContent = value.toFixed(1);
62
+ this.updateGradientVisualization(value);
63
+ });
64
+ }
65
+ }
66
+
67
+ initializePresets() {
68
+ const presets = {
69
+ 'high-privacy': {
70
+ clippingNorm: 1.0,
71
+ noiseMultiplier: 1.5,
72
+ batchSize: 256,
73
+ learningRate: 0.005,
74
+ epochs: 30
75
+ },
76
+ 'balanced': {
77
+ clippingNorm: 1.0,
78
+ noiseMultiplier: 1.0,
79
+ batchSize: 128,
80
+ learningRate: 0.01,
81
+ epochs: 30
82
+ },
83
+ 'high-utility': {
84
+ clippingNorm: 1.5,
85
+ noiseMultiplier: 0.5,
86
+ batchSize: 64,
87
+ learningRate: 0.02,
88
+ epochs: 30
89
+ }
90
+ };
91
+
92
+ // Add event listeners to preset buttons
93
+ for (const [preset, values] of Object.entries(presets)) {
94
+ document.getElementById(`preset-${preset}`)?.addEventListener('click', () => {
95
+ this.applyPreset(values);
96
+ });
97
+ }
98
+ }
99
+
100
+ initializeTabs() {
101
+ const tabs = document.querySelectorAll('.tab');
102
+ tabs.forEach(tab => {
103
+ tab.addEventListener('click', () => {
104
+ const tabsContainer = tab.closest('.tabs');
105
+ tabsContainer.querySelectorAll('.tab').forEach(t => t.classList.remove('active'));
106
+ tab.classList.add('active');
107
+
108
+ const tabName = tab.getAttribute('data-tab');
109
+ const panel = tab.closest('.panel');
110
+ panel.querySelectorAll('.tab-content').forEach(content => {
111
+ content.classList.remove('active');
112
+ });
113
+ panel.querySelector(`#${tabName}-tab`)?.classList.add('active');
114
+ });
115
+ });
116
+ }
117
+
118
+ initializeCharts() {
119
+ const trainingCtx = document.getElementById('training-chart')?.getContext('2d');
120
+ const privacyCtx = document.getElementById('privacy-chart')?.getContext('2d');
121
+ const gradientCtx = document.getElementById('gradient-chart')?.getContext('2d');
122
+
123
+ if (trainingCtx) {
124
+ this.trainingChart = new Chart(trainingCtx, {
125
+ type: 'line',
126
+ data: {
127
+ labels: [],
128
+ datasets: [
129
+ {
130
+ label: 'Accuracy',
131
+ borderColor: '#4caf50',
132
+ backgroundColor: 'rgba(76, 175, 80, 0.1)',
133
+ data: [],
134
+ yAxisID: 'y',
135
+ borderWidth: 3,
136
+ pointRadius: 4,
137
+ pointHoverRadius: 6,
138
+ tension: 0.1
139
+ },
140
+ {
141
+ label: 'Loss',
142
+ borderColor: '#f44336',
143
+ backgroundColor: 'rgba(244, 67, 54, 0.1)',
144
+ data: [],
145
+ yAxisID: 'y1',
146
+ borderWidth: 3,
147
+ pointRadius: 4,
148
+ pointHoverRadius: 6,
149
+ tension: 0.1,
150
+ borderDash: [5, 5] // Dashed line to differentiate from accuracy
151
+ }
152
+ ]
153
+ },
154
+ options: {
155
+ responsive: true,
156
+ maintainAspectRatio: false,
157
+ interaction: {
158
+ mode: 'index',
159
+ intersect: false,
160
+ },
161
+ plugins: {
162
+ legend: {
163
+ display: true,
164
+ position: 'top',
165
+ labels: {
166
+ usePointStyle: true,
167
+ padding: 20,
168
+ font: {
169
+ size: 12,
170
+ weight: 'bold'
171
+ }
172
+ }
173
+ },
174
+ tooltip: {
175
+ mode: 'index',
176
+ intersect: false,
177
+ backgroundColor: 'rgba(0, 0, 0, 0.8)',
178
+ titleColor: '#fff',
179
+ bodyColor: '#fff',
180
+ borderColor: '#ddd',
181
+ borderWidth: 1
182
+ }
183
+ },
184
+ scales: {
185
+ y: {
186
+ type: 'linear',
187
+ display: true,
188
+ position: 'left',
189
+ title: {
190
+ display: true,
191
+ text: 'Accuracy (%)',
192
+ color: '#4caf50',
193
+ font: {
194
+ size: 14,
195
+ weight: 'bold'
196
+ }
197
+ },
198
+ min: 0,
199
+ max: 100,
200
+ ticks: {
201
+ color: '#4caf50',
202
+ font: {
203
+ weight: 'bold'
204
+ },
205
+ callback: function(value) {
206
+ return value + '%';
207
+ }
208
+ },
209
+ grid: {
210
+ color: 'rgba(76, 175, 80, 0.2)'
211
+ }
212
+ },
213
+ y1: {
214
+ type: 'linear',
215
+ display: true,
216
+ position: 'right',
217
+ title: {
218
+ display: true,
219
+ text: 'Loss',
220
+ color: '#f44336',
221
+ font: {
222
+ size: 14,
223
+ weight: 'bold'
224
+ }
225
+ },
226
+ min: 0,
227
+ max: 3, // More reasonable max for loss
228
+ ticks: {
229
+ color: '#f44336',
230
+ font: {
231
+ weight: 'bold'
232
+ },
233
+ callback: function(value) {
234
+ return value.toFixed(1);
235
+ }
236
+ },
237
+ grid: {
238
+ drawOnChartArea: false, // Don't overlay grid lines
239
+ color: 'rgba(244, 67, 54, 0.2)'
240
+ },
241
+ },
242
+ x: {
243
+ title: {
244
+ display: true,
245
+ text: 'Training Progress',
246
+ font: {
247
+ size: 12,
248
+ weight: 'bold'
249
+ }
250
+ },
251
+ ticks: {
252
+ font: {
253
+ size: 11
254
+ }
255
+ }
256
+ }
257
+ }
258
+ }
259
+ });
260
+ }
261
+
262
+ if (privacyCtx) {
263
+ this.privacyChart = new Chart(privacyCtx, {
264
+ type: 'line',
265
+ data: {
266
+ labels: [],
267
+ datasets: [{
268
+ label: 'Privacy Budget (ε)',
269
+ borderColor: '#3f51b5',
270
+ data: []
271
+ }]
272
+ },
273
+ options: {
274
+ responsive: true,
275
+ maintainAspectRatio: false,
276
+ scales: {
277
+ y: {
278
+ beginAtZero: true,
279
+ title: {
280
+ display: true,
281
+ text: 'Privacy Budget (ε)'
282
+ }
283
+ }
284
+ }
285
+ }
286
+ });
287
+ }
288
+
289
+ if (gradientCtx) {
290
+ this.gradientChart = new Chart(gradientCtx, {
291
+ type: 'scatter',
292
+ data: {
293
+ datasets: [
294
+ {
295
+ label: 'Before Clipping',
296
+ borderColor: '#2196f3',
297
+ backgroundColor: 'rgba(33, 150, 243, 0.1)',
298
+ data: [],
299
+ showLine: true
300
+ },
301
+ {
302
+ label: 'After Clipping',
303
+ borderColor: '#f44336',
304
+ backgroundColor: 'rgba(244, 67, 54, 0.1)',
305
+ data: [],
306
+ showLine: true
307
+ }
308
+ ]
309
+ },
310
+ options: {
311
+ responsive: true,
312
+ maintainAspectRatio: false,
313
+ scales: {
314
+ x: {
315
+ type: 'linear',
316
+ position: 'bottom',
317
+ title: {
318
+ display: true,
319
+ text: 'Gradient Norm'
320
+ },
321
+ min: 0
322
+ },
323
+ y: {
324
+ type: 'linear',
325
+ position: 'left',
326
+ title: {
327
+ display: true,
328
+ text: 'Density'
329
+ },
330
+ min: 0
331
+ }
332
+ },
333
+ plugins: {
334
+ annotation: {
335
+ annotations: {
336
+ line1: {
337
+ type: 'line',
338
+ xMin: 1,
339
+ xMax: 1,
340
+ borderColor: '#f44336',
341
+ borderWidth: 2,
342
+ borderDash: [5, 5],
343
+ label: {
344
+ content: 'Clipping Threshold',
345
+ display: true,
346
+ position: 'top'
347
+ }
348
+ }
349
+ }
350
+ }
351
+ }
352
+ }
353
+ });
354
+ }
355
+ }
356
+
357
+ async updatePrivacyBudget() {
358
+ const params = this.getParameters();
359
+ try {
360
+ const response = await fetch('/api/privacy-budget', {
361
+ method: 'POST',
362
+ headers: {
363
+ 'Content-Type': 'application/json',
364
+ },
365
+ body: JSON.stringify(params)
366
+ });
367
+ const data = await response.json();
368
+
369
+ // Update UI
370
+ const budgetValue = document.getElementById('budget-value');
371
+ const budgetFill = document.getElementById('budget-fill');
372
+
373
+ if (budgetValue && budgetFill) {
374
+ budgetValue.textContent = data.epsilon.toFixed(2);
375
+ budgetFill.style.width = `${Math.min(data.epsilon / 10 * 100, 100)}%`;
376
+
377
+ // Update class for coloring
378
+ budgetFill.classList.remove('low', 'medium', 'high');
379
+ if (data.epsilon <= 1) {
380
+ budgetFill.classList.add('low');
381
+ } else if (data.epsilon <= 5) {
382
+ budgetFill.classList.add('medium');
383
+ } else {
384
+ budgetFill.classList.add('high');
385
+ }
386
+ }
387
+ } catch (error) {
388
+ console.error('Error calculating privacy budget:', error);
389
+ }
390
+ }
391
+
392
+ async toggleTraining() {
393
+ if (this.isTraining) {
394
+ this.stopTraining();
395
+ } else {
396
+ await this.startTraining();
397
+ }
398
+ }
399
+
400
+ async startTraining() {
401
+ const trainButton = document.getElementById('train-button');
402
+ const trainingStatus = document.getElementById('training-status');
403
+
404
+ if (!trainButton || this.isTraining) return;
405
+
406
+ this.isTraining = true;
407
+ trainButton.textContent = 'Stop Training';
408
+ trainButton.classList.add('running');
409
+ trainingStatus.style.display = 'flex';
410
+
411
+ // Reset charts
412
+ this.resetCharts();
413
+
414
+ try {
415
+ console.log('Starting training with parameters:', this.getParameters()); // Debug log
416
+
417
+ const response = await fetch('/api/train', {
418
+ method: 'POST',
419
+ headers: {
420
+ 'Content-Type': 'application/json',
421
+ },
422
+ body: JSON.stringify(this.getParameters())
423
+ });
424
+
425
+ const data = await response.json();
426
+
427
+ if (!response.ok) {
428
+ throw new Error(data.error || 'Unknown error occurred');
429
+ }
430
+
431
+ console.log('Received training data:', data); // Debug log
432
+
433
+ // Update charts and results
434
+ this.updateCharts(data);
435
+ this.updateResults(data);
436
+ } catch (error) {
437
+ console.error('Training error:', error);
438
+ // Show error message to user
439
+ const errorMessage = document.createElement('div');
440
+ errorMessage.className = 'error-message';
441
+ errorMessage.textContent = error.message || 'An error occurred during training';
442
+ document.querySelector('.lab-main').insertBefore(errorMessage, document.querySelector('.lab-main').firstChild);
443
+
444
+ // Remove error message after 5 seconds
445
+ setTimeout(() => {
446
+ errorMessage.remove();
447
+ }, 5000);
448
+ } finally {
449
+ this.stopTraining();
450
+ }
451
+ }
452
+
453
+ stopTraining() {
454
+ this.isTraining = false;
455
+ const trainButton = document.getElementById('train-button');
456
+ if (trainButton) {
457
+ trainButton.textContent = 'Run Training';
458
+ trainButton.classList.remove('running');
459
+ }
460
+ document.getElementById('training-status').style.display = 'none';
461
+ }
462
+
463
+ resetCharts() {
464
+ if (this.trainingChart) {
465
+ this.trainingChart.data.labels = [];
466
+ this.trainingChart.data.datasets[0].data = [];
467
+ this.trainingChart.data.datasets[1].data = [];
468
+ this.trainingChart.update();
469
+ }
470
+
471
+ if (this.privacyChart) {
472
+ this.privacyChart.data.labels = [];
473
+ this.privacyChart.data.datasets[0].data = [];
474
+ this.privacyChart.update();
475
+ }
476
+
477
+ if (this.gradientChart) {
478
+ this.gradientChart.data.datasets[0].data = [];
479
+ this.gradientChart.data.datasets[1].data = [];
480
+ this.gradientChart.update();
481
+ }
482
+ }
483
+
484
+ switchView(view) {
485
+ this.currentView = view;
486
+
487
+ // Update button states
488
+ document.querySelectorAll('.view-toggle').forEach(btn => {
489
+ btn.classList.remove('active');
490
+ });
491
+ document.getElementById(`view-${view}`).classList.add('active');
492
+
493
+ // Update chart with current data
494
+ if (view === 'epochs' && this.epochsData.length > 0) {
495
+ this.updateChartsWithData(this.epochsData, 'epochs');
496
+ } else if (view === 'iterations' && this.iterationsData.length > 0) {
497
+ this.updateChartsWithData(this.iterationsData, 'iterations');
498
+ }
499
+ }
500
+
501
+ updateCharts(data) {
502
+ if (!this.trainingChart || !data) return;
503
+
504
+ console.log('Updating charts with data:', data); // Debug log
505
+
506
+ // Store data for view switching
507
+ if (data.epochs_data) {
508
+ this.epochsData = data.epochs_data;
509
+ }
510
+ if (data.iterations_data) {
511
+ this.iterationsData = data.iterations_data;
512
+ }
513
+
514
+ // Use current view to determine which data to display
515
+ if (this.currentView === 'epochs' && this.epochsData.length > 0) {
516
+ this.updateChartsWithData(this.epochsData, 'epochs');
517
+ } else if (this.currentView === 'iterations' && this.iterationsData.length > 0) {
518
+ this.updateChartsWithData(this.iterationsData, 'iterations');
519
+ } else if (this.epochsData.length > 0) {
520
+ // Fallback to epochs if iterations not available
521
+ this.updateChartsWithData(this.epochsData, 'epochs');
522
+ }
523
+ }
524
+
525
+ updateChartsWithData(chartData, dataType) {
526
+ if (!this.trainingChart || !chartData) return;
527
+
528
+ // Update training metrics chart
529
+ const labels = chartData.map(d =>
530
+ dataType === 'epochs' ? `Epoch ${d.epoch}` : `Iter ${d.iteration}`
531
+ );
532
+ const accuracies = chartData.map(d => d.accuracy);
533
+ const losses = chartData.map(d => d.loss);
534
+
535
+ console.log(`${dataType} - Accuracies:`, accuracies);
536
+ console.log(`${dataType} - Losses:`, losses);
537
+
538
+ this.trainingChart.data.labels = labels;
539
+ this.trainingChart.data.datasets[0].data = accuracies;
540
+ this.trainingChart.data.datasets[1].data = losses;
541
+
542
+ // Auto-adjust loss scale based on actual data
543
+ const maxLoss = Math.max(...losses);
544
+ const minLoss = Math.min(...losses);
545
+ this.trainingChart.options.scales.y1.max = Math.max(maxLoss * 1.1, 3);
546
+ this.trainingChart.options.scales.y1.min = Math.max(0, minLoss * 0.9);
547
+
548
+ // Update chart info
549
+ const chartInfo = document.getElementById('chart-info');
550
+ if (chartInfo) {
551
+ chartInfo.textContent = `Showing ${chartData.length} data points (${dataType})`;
552
+ }
553
+
554
+ this.trainingChart.update();
555
+
556
+ // Update current epoch display
557
+ const currentEpoch = document.getElementById('current-epoch');
558
+ const totalEpochs = document.getElementById('total-epochs');
559
+ if (currentEpoch && totalEpochs && dataType === 'epochs') {
560
+ currentEpoch.textContent = chartData.length;
561
+ totalEpochs.textContent = this.getParameters().epochs;
562
+ }
563
+
564
+ // Update privacy budget chart (only for epochs view)
565
+ if (this.privacyChart && dataType === 'epochs') {
566
+ const privacyBudgets = chartData.map((_, i) =>
567
+ this.calculateEpochPrivacy(i + 1)
568
+ );
569
+ this.privacyChart.data.labels = labels;
570
+ this.privacyChart.data.datasets[0].data = privacyBudgets;
571
+ this.privacyChart.update();
572
+ }
573
+
574
+ // Update gradient visualization
575
+ if (this.gradientChart) {
576
+ const clippingNorm = this.getParameters().clipping_norm;
577
+
578
+ // Generate gradient data if not provided in chartData
579
+ let gradientData;
580
+ if (chartData[chartData.length - 1]?.gradient_info) {
581
+ gradientData = chartData[chartData.length - 1].gradient_info;
582
+ } else {
583
+ // Generate synthetic gradient data
584
+ const beforeClipping = [];
585
+ const afterClipping = [];
586
+
587
+ // Generate log-normal distributed gradients
588
+ const mu = Math.log(clippingNorm) - 0.5;
589
+ const sigma = 0.8;
590
+
591
+ for (let i = 0; i < 100; i++) {
592
+ const u1 = Math.random();
593
+ const u2 = Math.random();
594
+ const z = Math.sqrt(-2.0 * Math.log(u1)) * Math.cos(2.0 * Math.PI * u2);
595
+ const norm = Math.exp(mu + sigma * z);
596
+
597
+ const density = Math.exp(-(Math.pow(Math.log(norm) - mu, 2) / (2 * sigma * sigma))) /
598
+ (norm * sigma * Math.sqrt(2 * Math.PI));
599
+ const y = 0.2 + 0.8 * (density / 0.8) + 0.1 * (Math.random() - 0.5);
600
+
601
+ beforeClipping.push({ x: norm, y: y });
602
+ afterClipping.push({ x: Math.min(norm, clippingNorm), y: y });
603
+ }
604
+
605
+ gradientData = {
606
+ before_clipping: beforeClipping.sort((a, b) => a.x - b.x),
607
+ after_clipping: afterClipping.sort((a, b) => a.x - b.x)
608
+ };
609
+ }
610
+
611
+ // Update gradient chart
612
+ this.gradientChart.data.datasets[0].data = gradientData.before_clipping;
613
+ this.gradientChart.data.datasets[1].data = gradientData.after_clipping;
614
+
615
+ // Update clipping threshold line
616
+ this.gradientChart.options.plugins.annotation.annotations.line1 = {
617
+ type: 'line',
618
+ xMin: clippingNorm,
619
+ xMax: clippingNorm,
620
+ borderColor: '#f44336',
621
+ borderWidth: 2,
622
+ borderDash: [5, 5],
623
+ label: {
624
+ content: `Clipping Threshold (C=${clippingNorm.toFixed(1)})`,
625
+ display: true,
626
+ position: 'top'
627
+ }
628
+ };
629
+
630
+ // Update x-axis scale based on clipping norm
631
+ this.gradientChart.options.scales.x.max = Math.max(clippingNorm * 2.5, 5);
632
+
633
+ this.gradientChart.update('active');
634
+ }
635
+ }
636
+
637
+ updateResults(data) {
638
+ // Hide no-results message and show results content
639
+ document.getElementById('no-results').style.display = 'none';
640
+ document.getElementById('results-content').style.display = 'block';
641
+
642
+ // Update metrics
643
+ document.getElementById('accuracy-value').textContent =
644
+ data.final_metrics.accuracy.toFixed(1) + '%';
645
+ document.getElementById('loss-value').textContent =
646
+ data.final_metrics.loss.toFixed(3);
647
+ document.getElementById('training-time-value').textContent =
648
+ data.final_metrics.training_time.toFixed(1) + 's';
649
+
650
+ // Update privacy budget display (make it dynamic)
651
+ const privacyBudgetElement = document.getElementById('privacy-budget-value');
652
+ if (privacyBudgetElement) {
653
+ privacyBudgetElement.textContent = `ε=${data.privacy_budget.toFixed(1)}`;
654
+ }
655
+
656
+ // Update privacy-utility trade-off explanation dynamically
657
+ const tradeoffElement = document.getElementById('tradeoff-explanation');
658
+ if (tradeoffElement) {
659
+ const accuracy = data.final_metrics.accuracy.toFixed(1);
660
+ const epsilon = data.privacy_budget.toFixed(1);
661
+
662
+ // Generate realistic trade-off assessment
663
+ let tradeoffAssessment;
664
+ if (data.final_metrics.accuracy >= 85) {
665
+ tradeoffAssessment = "This is an excellent trade-off for most applications.";
666
+ } else if (data.final_metrics.accuracy >= 75) {
667
+ tradeoffAssessment = "This is a good trade-off for most applications.";
668
+ } else if (data.final_metrics.accuracy >= 65) {
669
+ tradeoffAssessment = "This trade-off may be acceptable for privacy-critical applications.";
670
+ } else if (data.final_metrics.accuracy >= 50) {
671
+ tradeoffAssessment = "Low utility - consider reducing noise or increasing clipping norm.";
672
+ } else {
673
+ tradeoffAssessment = "Very poor utility - privacy parameters need significant adjustment.";
674
+ }
675
+
676
+ tradeoffElement.textContent =
677
+ `This model achieved ${accuracy}% accuracy with a privacy budget of ε=${epsilon}. ${tradeoffAssessment}`;
678
+ }
679
+
680
+ // Update recommendations
681
+ const recommendationList = document.querySelector('.recommendation-list');
682
+ recommendationList.innerHTML = '';
683
+ data.recommendations.forEach(rec => {
684
+ const item = document.createElement('li');
685
+ item.className = 'recommendation-item';
686
+ item.innerHTML = `
687
+ <span class="recommendation-icon">${rec.icon}</span>
688
+ <span>${rec.text}</span>
689
+ `;
690
+ recommendationList.appendChild(item);
691
+ });
692
+ }
693
+
694
+ getParameters() {
695
+ return {
696
+ clipping_norm: parseFloat(document.getElementById('clipping-norm').value),
697
+ noise_multiplier: parseFloat(document.getElementById('noise-multiplier').value),
698
+ batch_size: parseInt(document.getElementById('batch-size').value),
699
+ learning_rate: parseFloat(document.getElementById('learning-rate').value),
700
+ epochs: parseInt(document.getElementById('epochs').value),
701
+ dataset: document.getElementById('dataset-select').value,
702
+ model_architecture: document.getElementById('model-select').value
703
+ };
704
+ }
705
+
706
+ applyPreset(values) {
707
+ document.getElementById('clipping-norm').value = values.clippingNorm;
708
+ document.getElementById('noise-multiplier').value = values.noiseMultiplier;
709
+ document.getElementById('batch-size').value = values.batchSize;
710
+ document.getElementById('learning-rate').value = values.learningRate;
711
+ document.getElementById('epochs').value = values.epochs;
712
+
713
+ // Update displayed values
714
+ document.getElementById('clipping-norm-value').textContent = values.clippingNorm;
715
+ document.getElementById('noise-multiplier-value').textContent = values.noiseMultiplier;
716
+ document.getElementById('batch-size-value').textContent = values.batchSize;
717
+ document.getElementById('learning-rate-value').textContent = values.learningRate;
718
+ document.getElementById('epochs-value').textContent = values.epochs;
719
+
720
+ this.updatePrivacyBudget();
721
+ }
722
+
723
+ calculateEpochPrivacy(epoch) {
724
+ const params = this.getParameters();
725
+
726
+ // Get dataset size based on selection
727
+ let datasetSize;
728
+ switch(params.dataset) {
729
+ case 'cifar10':
730
+ datasetSize = 50000; // CIFAR-10 training set size
731
+ break;
732
+ case 'fashion-mnist':
733
+ datasetSize = 60000; // Fashion-MNIST training set size
734
+ break;
735
+ case 'mnist':
736
+ default:
737
+ datasetSize = 60000; // MNIST training set size
738
+ break;
739
+ }
740
+
741
+ const samplingRate = params.batch_size / datasetSize;
742
+ const steps = epoch * (1 / samplingRate);
743
+ const delta = 1e-5;
744
+ const c = Math.sqrt(2 * Math.log(1.25 / delta));
745
+ return Math.min((c * samplingRate * Math.sqrt(steps)) / params.noise_multiplier, 10);
746
+ }
747
+
748
+ updateGradientVisualization(clippingNorm) {
749
+ if (!this.gradientChart) return;
750
+
751
+ // Generate random gradient norms following a log-normal distribution
752
+ const numPoints = 100;
753
+ const beforeClipping = [];
754
+ const afterClipping = [];
755
+
756
+ // Parameters for log-normal distribution
757
+ const mu = Math.log(clippingNorm) - 0.5;
758
+ const sigma = 0.8;
759
+
760
+ // Generate gradient norms
761
+ for (let i = 0; i < numPoints; i++) {
762
+ // Generate log-normal distributed gradient norms
763
+ const u1 = Math.random();
764
+ const u2 = Math.random();
765
+ const z = Math.sqrt(-2.0 * Math.log(u1)) * Math.cos(2.0 * Math.PI * u2);
766
+ const norm = Math.exp(mu + sigma * z);
767
+
768
+ // Calculate density using kernel density estimation
769
+ const density = Math.exp(-(Math.pow(Math.log(norm) - mu, 2) / (2 * sigma * sigma))) / (norm * sigma * Math.sqrt(2 * Math.PI));
770
+
771
+ // Normalize density and add some randomness
772
+ const y = 0.2 + 0.8 * (density / 0.8) + 0.1 * (Math.random() - 0.5);
773
+
774
+ beforeClipping.push({ x: norm, y: y });
775
+ afterClipping.push({ x: Math.min(norm, clippingNorm), y: y });
776
+ }
777
+
778
+ // Sort points by x-value for smoother lines
779
+ beforeClipping.sort((a, b) => a.x - b.x);
780
+ afterClipping.sort((a, b) => a.x - b.x);
781
+
782
+ // Update chart data
783
+ this.gradientChart.data.datasets[0].data = beforeClipping;
784
+ this.gradientChart.data.datasets[1].data = afterClipping;
785
+
786
+ // Update clipping threshold line
787
+ this.gradientChart.options.plugins.annotation.annotations.line1 = {
788
+ type: 'line',
789
+ xMin: clippingNorm,
790
+ xMax: clippingNorm,
791
+ borderColor: '#f44336',
792
+ borderWidth: 2,
793
+ borderDash: [5, 5],
794
+ label: {
795
+ content: `Clipping Threshold (C=${clippingNorm.toFixed(1)})`,
796
+ display: true,
797
+ position: 'top'
798
+ }
799
+ };
800
+
801
+ // Update x-axis scale based on clipping norm
802
+ this.gradientChart.options.scales.x.max = Math.max(clippingNorm * 2.5, 5);
803
+
804
+ // Update the chart with animation
805
+ this.gradientChart.update('active');
806
+ }
807
+
808
+ updateGradientVisualizationWithData(beforeClipping, afterClipping, clippingNorm) {
809
+ if (!this.gradientChart) return;
810
+
811
+ // Update chart data with real training data
812
+ this.gradientChart.data.datasets[0].data = beforeClipping;
813
+ this.gradientChart.data.datasets[1].data = afterClipping;
814
+
815
+ // Update clipping threshold line
816
+ this.gradientChart.options.plugins.annotation.annotations.line1 = {
817
+ type: 'line',
818
+ xMin: clippingNorm,
819
+ xMax: clippingNorm,
820
+ borderColor: '#f44336',
821
+ borderWidth: 2,
822
+ borderDash: [5, 5],
823
+ label: {
824
+ content: `Clipping Threshold (C=${clippingNorm.toFixed(1)})`,
825
+ display: true,
826
+ position: 'top'
827
+ }
828
+ };
829
+
830
+ // Update x-axis scale based on clipping norm
831
+ this.gradientChart.options.scales.x.max = Math.max(clippingNorm * 2.5, 5);
832
+
833
+ // Update the chart with animation
834
+ this.gradientChart.update('active');
835
+ }
836
+ }
837
+
838
+ // Initialize the application when the DOM is loaded
839
+ document.addEventListener('DOMContentLoaded', () => {
840
+ window.dpsgdExplorer = new DPSGDExplorer();
841
+ });
842
+
843
+ function setOptimalParameters() {
844
+ // Set optimal parameters based on actual MNIST DP-SGD training results
845
+ // These values achieve ~95% accuracy with reasonable privacy budget (ε≈15)
846
+ document.getElementById('clipping-norm').value = '2.0'; // Balanced clipping norm
847
+ document.getElementById('noise-multiplier').value = '1.0'; // Moderate noise for good privacy
848
+ document.getElementById('batch-size').value = '256'; // Large batches for DP-SGD stability
849
+ document.getElementById('learning-rate').value = '0.05'; // Balanced learning rate
850
+ document.getElementById('epochs').value = '30'; // Sufficient epochs for convergence
851
+
852
+ // Update displays
853
+ updateClippingNormDisplay();
854
+ updateNoiseMultiplierDisplay();
855
+ updateBatchSizeDisplay();
856
+ updateLearningRateDisplay();
857
+ updateEpochsDisplay();
858
+ }
requirements.txt CHANGED
@@ -3,6 +3,7 @@ flask-cors==4.0.0
3
  python-dotenv==1.0.0
4
  gunicorn==21.2.0
5
  numpy==1.24.3
6
- tensorflow==2.13.1
 
7
  tensorflow-privacy==0.8.11
8
- scikit-learn==1.3.0
 
3
  python-dotenv==1.0.0
4
  gunicorn==21.2.0
5
  numpy==1.24.3
6
+ tensorflow-macos==2.13.1
7
+ tensorflow-metal==1.0.0 # optional but speeds things up on M1/M2
8
  tensorflow-privacy==0.8.11
9
+ scikit-learn==1.3.0