Training in progress, epoch 1

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:aec0f283a8cf84b5d97ef5a4e2f283ce3be3f74b59648a01d230095347549012
+oid sha256:2f0c8e53241c8d0b0813e4adbffd5bf6ba3a4d780ec384884404a1790f67e25f
 size 265503852

runs/Feb27_00-20-38_9c240e4eaa8b/events.out.tfevents.1708993239.9c240e4eaa8b.34.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3cdf28cc69d506899622010531e263b7e0800746eb1293fd471d419316145b59
-size 5878
+oid sha256:f4f0d734ebae626306df1df26e304425ff012c9e9b70b3e4ce368618695cac38
+size 6232

runs/Feb27_00-27-47_9c240e4eaa8b/events.out.tfevents.1708993672.9c240e4eaa8b.34.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad2a764fb2487518daa93bf7e00d4c80e6a7984c1d6f6914886a07b6ed35ef90
+size 5361

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:46a9cc9a2178f0701299aeaa0da8bfbebb538a6e215769f7710a57e54d0beff7
+oid sha256:a55a6e44cead43bf3ec4685d66b600a811c701324aab21344a4c05f450f37d41
 size 4728

wandb/debug-internal.log

@@ -241,3 +241,191 @@
 2024-02-27 00:26:46,348 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
 2024-02-27 00:26:46,733 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
 2024-02-27 00:26:51,355 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:26:51,734 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:26:52,059 INFO    Thread-12 :122 [dir_watcher.py:_on_file_modified():288] file/dir modified: /kaggle/working/wandb/run-20240227_002039-0ht8wbd3/files/config.yaml
+2024-02-27 00:26:52,738 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: pause
+2024-02-27 00:26:52,739 INFO    HandlerThread:122 [handler.py:handle_request_pause():708] stopping system metrics thread
+2024-02-27 00:26:52,739 INFO    HandlerThread:122 [system_monitor.py:finish():203] Stopping system monitor
+2024-02-27 00:26:52,739 DEBUG   SystemMonitor:122 [system_monitor.py:_start():179] Finished system metrics aggregation loop
+2024-02-27 00:26:52,740 DEBUG   SystemMonitor:122 [system_monitor.py:_start():183] Publishing last batch of metrics
+2024-02-27 00:26:52,740 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined cpu monitor
+2024-02-27 00:26:52,741 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined disk monitor
+2024-02-27 00:26:52,752 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined gpu monitor
+2024-02-27 00:26:52,753 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined memory monitor
+2024-02-27 00:26:52,753 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined network monitor
+2024-02-27 00:26:52,753 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: resume
+2024-02-27 00:26:52,753 INFO    HandlerThread:122 [handler.py:handle_request_resume():699] starting system metrics thread
+2024-02-27 00:26:52,753 INFO    HandlerThread:122 [system_monitor.py:start():194] Starting system monitor
+2024-02-27 00:26:52,754 INFO    SystemMonitor:122 [system_monitor.py:_start():158] Starting system asset monitoring threads
+2024-02-27 00:26:52,754 DEBUG   SenderThread:122 [sender.py:send():382] send: stats
+2024-02-27 00:26:52,755 INFO    SystemMonitor:122 [interfaces.py:start():190] Started cpu monitoring
+2024-02-27 00:26:52,755 INFO    SystemMonitor:122 [interfaces.py:start():190] Started disk monitoring
+2024-02-27 00:26:52,756 INFO    SystemMonitor:122 [interfaces.py:start():190] Started gpu monitoring
+2024-02-27 00:26:52,756 INFO    SystemMonitor:122 [interfaces.py:start():190] Started memory monitoring
+2024-02-27 00:26:52,757 INFO    SystemMonitor:122 [interfaces.py:start():190] Started network monitoring
+2024-02-27 00:26:52,951 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: pause
+2024-02-27 00:26:52,951 INFO    HandlerThread:122 [handler.py:handle_request_pause():708] stopping system metrics thread
+2024-02-27 00:26:52,951 INFO    HandlerThread:122 [system_monitor.py:finish():203] Stopping system monitor
+2024-02-27 00:26:52,951 DEBUG   SystemMonitor:122 [system_monitor.py:_start():172] Starting system metrics aggregation loop
+2024-02-27 00:26:52,951 DEBUG   SystemMonitor:122 [system_monitor.py:_start():179] Finished system metrics aggregation loop
+2024-02-27 00:26:52,951 DEBUG   SystemMonitor:122 [system_monitor.py:_start():183] Publishing last batch of metrics
+2024-02-27 00:26:52,952 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined cpu monitor
+2024-02-27 00:26:52,953 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined disk monitor
+2024-02-27 00:26:52,968 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined gpu monitor
+2024-02-27 00:26:52,968 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined memory monitor
+2024-02-27 00:26:52,969 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined network monitor
+2024-02-27 00:26:52,969 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: resume
+2024-02-27 00:26:52,969 INFO    HandlerThread:122 [handler.py:handle_request_resume():699] starting system metrics thread
+2024-02-27 00:26:52,969 INFO    HandlerThread:122 [system_monitor.py:start():194] Starting system monitor
+2024-02-27 00:26:52,970 DEBUG   SenderThread:122 [sender.py:send():382] send: stats
+2024-02-27 00:26:52,970 INFO    SystemMonitor:122 [system_monitor.py:_start():158] Starting system asset monitoring threads
+2024-02-27 00:26:52,970 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: pause
+2024-02-27 00:26:52,971 INFO    HandlerThread:122 [handler.py:handle_request_pause():708] stopping system metrics thread
+2024-02-27 00:26:52,971 INFO    HandlerThread:122 [system_monitor.py:finish():203] Stopping system monitor
+2024-02-27 00:26:52,971 INFO    SystemMonitor:122 [interfaces.py:start():190] Started cpu monitoring
+2024-02-27 00:26:52,971 DEBUG   SystemMonitor:122 [system_monitor.py:_start():172] Starting system metrics aggregation loop
+2024-02-27 00:26:52,971 DEBUG   SystemMonitor:122 [system_monitor.py:_start():179] Finished system metrics aggregation loop
+2024-02-27 00:26:52,971 DEBUG   SystemMonitor:122 [system_monitor.py:_start():183] Publishing last batch of metrics
+2024-02-27 00:26:52,973 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined cpu monitor
+2024-02-27 00:26:52,973 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: resume
+2024-02-27 00:26:52,973 INFO    HandlerThread:122 [handler.py:handle_request_resume():699] starting system metrics thread
+2024-02-27 00:26:52,973 INFO    HandlerThread:122 [system_monitor.py:start():194] Starting system monitor
+2024-02-27 00:26:52,973 INFO    SystemMonitor:122 [system_monitor.py:_start():158] Starting system asset monitoring threads
+2024-02-27 00:26:52,974 DEBUG   SenderThread:122 [sender.py:send():382] send: stats
+2024-02-27 00:26:52,974 INFO    SystemMonitor:122 [interfaces.py:start():190] Started cpu monitoring
+2024-02-27 00:26:52,975 INFO    SystemMonitor:122 [interfaces.py:start():190] Started disk monitoring
+2024-02-27 00:26:52,976 INFO    SystemMonitor:122 [interfaces.py:start():190] Started gpu monitoring
+2024-02-27 00:26:52,976 INFO    SystemMonitor:122 [interfaces.py:start():190] Started memory monitoring
+2024-02-27 00:26:52,977 INFO    SystemMonitor:122 [interfaces.py:start():190] Started network monitoring
+2024-02-27 00:26:53,306 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: pause
+2024-02-27 00:26:53,307 INFO    HandlerThread:122 [handler.py:handle_request_pause():708] stopping system metrics thread
+2024-02-27 00:26:53,307 INFO    HandlerThread:122 [system_monitor.py:finish():203] Stopping system monitor
+2024-02-27 00:26:53,307 DEBUG   SystemMonitor:122 [system_monitor.py:_start():172] Starting system metrics aggregation loop
+2024-02-27 00:26:53,307 DEBUG   SystemMonitor:122 [system_monitor.py:_start():179] Finished system metrics aggregation loop
+2024-02-27 00:26:53,307 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined cpu monitor
+2024-02-27 00:26:53,307 DEBUG   SystemMonitor:122 [system_monitor.py:_start():183] Publishing last batch of metrics
+2024-02-27 00:26:53,308 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined disk monitor
+2024-02-27 00:26:53,320 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined gpu monitor
+2024-02-27 00:26:53,320 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined memory monitor
+2024-02-27 00:26:53,320 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined network monitor
+2024-02-27 00:26:53,320 DEBUG   SenderThread:122 [sender.py:send():382] send: stats
+2024-02-27 00:26:56,735 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:26:57,321 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:27:01,736 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:27:02,322 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:27:06,737 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:27:07,323 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:27:11,738 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:27:12,324 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:27:16,739 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:27:17,324 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:27:21,739 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:27:22,325 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:27:26,740 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:27:27,326 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:27:31,742 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:27:32,327 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:27:36,743 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:27:37,327 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:27:41,744 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:27:42,328 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:27:46,745 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:27:47,329 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:27:47,924 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: resume
+2024-02-27 00:27:47,924 INFO    HandlerThread:122 [handler.py:handle_request_resume():699] starting system metrics thread
+2024-02-27 00:27:47,924 INFO    HandlerThread:122 [system_monitor.py:start():194] Starting system monitor
+2024-02-27 00:27:47,925 INFO    SystemMonitor:122 [system_monitor.py:_start():158] Starting system asset monitoring threads
+2024-02-27 00:27:47,925 INFO    SystemMonitor:122 [interfaces.py:start():190] Started cpu monitoring
+2024-02-27 00:27:47,925 INFO    SystemMonitor:122 [interfaces.py:start():190] Started disk monitoring
+2024-02-27 00:27:47,930 INFO    SystemMonitor:122 [interfaces.py:start():190] Started gpu monitoring
+2024-02-27 00:27:47,930 INFO    SystemMonitor:122 [interfaces.py:start():190] Started memory monitoring
+2024-02-27 00:27:47,931 INFO    SystemMonitor:122 [interfaces.py:start():190] Started network monitoring
+2024-02-27 00:27:51,887 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:27:52,330 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:27:52,870 DEBUG   SenderThread:122 [sender.py:send():382] send: config
+2024-02-27 00:27:52,872 DEBUG   SenderThread:122 [sender.py:send():382] send: metric
+2024-02-27 00:27:52,872 DEBUG   SenderThread:122 [sender.py:send():382] send: metric
+2024-02-27 00:27:52,872 WARNING SenderThread:122 [sender.py:send_metric():1354] Seen metric with glob (shouldn't happen)
+2024-02-27 00:27:56,898 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:27:57,873 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:28:01,899 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:28:02,874 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:28:06,900 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:28:07,875 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:28:11,913 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:28:12,876 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:28:16,914 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:28:17,877 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:28:21,915 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:28:22,882 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:28:23,094 INFO    Thread-12 :122 [dir_watcher.py:_on_file_modified():288] file/dir modified: /kaggle/working/wandb/run-20240227_002039-0ht8wbd3/files/config.yaml
+2024-02-27 00:28:26,916 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:28:27,981 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:28:31,916 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:28:32,982 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:28:36,917 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:28:37,983 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:28:41,918 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:28:42,984 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:28:46,924 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:28:47,931 DEBUG   SystemMonitor:122 [system_monitor.py:_start():172] Starting system metrics aggregation loop
+2024-02-27 00:28:47,933 DEBUG   SenderThread:122 [sender.py:send():382] send: stats
+2024-02-27 00:28:48,934 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:28:51,925 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:28:53,934 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:28:56,926 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:28:58,935 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:29:01,927 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:29:03,936 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:29:06,928 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:29:08,937 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:29:11,929 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:29:13,937 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:29:16,930 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:29:17,934 DEBUG   SenderThread:122 [sender.py:send():382] send: stats
+2024-02-27 00:29:19,935 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:29:21,931 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:29:24,935 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:29:26,932 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:29:29,936 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:29:31,932 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:29:34,937 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:29:36,933 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:29:39,938 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:29:41,934 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:29:44,938 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:29:46,935 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:29:47,935 DEBUG   SenderThread:122 [sender.py:send():382] send: stats
+2024-02-27 00:29:50,936 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:29:51,936 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:29:55,937 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:29:56,937 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:30:00,937 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:30:01,938 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:30:05,938 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:30:06,939 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:30:10,939 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:30:11,945 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:30:15,940 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:30:16,945 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:30:17,936 DEBUG   SenderThread:122 [sender.py:send():382] send: stats
+2024-02-27 00:30:21,937 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:30:21,972 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:30:26,937 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:30:27,112 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:30:30,137 INFO    Thread-12 :122 [dir_watcher.py:_on_file_modified():288] file/dir modified: /kaggle/working/wandb/run-20240227_002039-0ht8wbd3/files/output.log
+2024-02-27 00:30:32,056 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:30:32,165 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:30:36,939 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: partial_history
+2024-02-27 00:30:36,940 DEBUG   SenderThread:122 [sender.py:send():382] send: history
+2024-02-27 00:30:36,940 DEBUG   SenderThread:122 [sender.py:send_request():409] send_request: summary_record
+2024-02-27 00:30:36,941 INFO    SenderThread:122 [sender.py:_save_file():1403] saving file wandb-summary.json with policy end
+2024-02-27 00:30:37,140 INFO    Thread-12 :122 [dir_watcher.py:_on_file_modified():288] file/dir modified: /kaggle/working/wandb/run-20240227_002039-0ht8wbd3/files/wandb-summary.json
+2024-02-27 00:30:37,189 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:30:37,942 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:30:38,141 INFO    Thread-12 :122 [dir_watcher.py:_on_file_modified():288] file/dir modified: /kaggle/working/wandb/run-20240227_002039-0ht8wbd3/files/output.log
+2024-02-27 00:30:42,219 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:30:42,943 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:30:47,220 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:30:47,942 DEBUG   SenderThread:122 [sender.py:send():382] send: stats
+2024-02-27 00:30:48,942 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report

wandb/debug.log

@@ -29,3 +29,16 @@ config: {}
 2024-02-27 00:21:10,061 INFO    MainThread:34 [wandb_run.py:_redirect():2178] Redirects installed.
 2024-02-27 00:21:10,063 INFO    MainThread:34 [wandb_init.py:init():847] run started, returning control to user process
 2024-02-27 00:21:10,071 INFO    MainThread:34 [wandb_run.py:_config_callback():1342] config_cb None None {'vocab_size': 30522, 'max_position_embeddings': 512, 'sinusoidal_pos_embds': False, 'n_layers': 6, 'n_heads': 12, 'dim': 768, 'hidden_dim': 3072, 'dropout': 0.1, 'attention_dropout': 0.1, 'activation': 'gelu', 'initializer_range': 0.02, 'qa_dropout': 0.1, 'seq_classif_dropout': 0.2, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float32', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['DistilBertForTokenClassification'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1', 2: 'LABEL_2', 3: 'LABEL_3', 4: 'LABEL_4', 5: 'LABEL_5', 6: 'LABEL_6', 7: 'LABEL_7', 8: 'LABEL_8', 9: 'LABEL_9', 10: 'LABEL_10', 11: 'LABEL_11', 12: 'LABEL_12'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1, 'LABEL_2': 2, 'LABEL_3': 3, 'LABEL_4': 4, 'LABEL_5': 5, 'LABEL_6': 6, 'LABEL_7': 7, 'LABEL_8': 8, 'LABEL_9': 9, 'LABEL_10': 10, 'LABEL_11': 11, 'LABEL_12': 12}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': 0, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'malduwais/distilbert-base-uncased-finetuned-ner', 'transformers_version': '4.37.0', 'model_type': 'distilbert', 'tie_weights_': True, 'output_dir': '/kaggle/working', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'evaluation_strategy': 'epoch', 'prediction_loss_only': False, 'per_device_train_batch_size': 32, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 1, 'eval_accumulation_steps': None, 'eval_delay': 0, 'learning_rate': 2e-05, 'weight_decay': 0.01, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 2, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.0, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': '/kaggle/working/runs/Feb27_00-20-38_9c240e4eaa8b', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 500, 'logging_nan_inf_filter': True, 'save_strategy': 'epoch', 'save_steps': 500, 'save_total_limit': None, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 42, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': False, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': None, 'dataloader_num_workers': 0, 'past_index': -1, 'run_name': '/kaggle/working', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': True, 'metric_for_best_model': 'loss', 'greater_is_better': False, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['tensorboard', 'wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': None, 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': False, 'hub_always_push': False, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'fp16_backend': 'auto', 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'dispatch_batches': None, 'split_batches': False, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None}
+2024-02-27 00:26:52,738 INFO    MainThread:34 [jupyter.py:save_ipynb():373] not saving jupyter notebook
+2024-02-27 00:26:52,738 INFO    MainThread:34 [wandb_init.py:_pause_backend():437] pausing backend
+2024-02-27 00:26:52,744 INFO    MainThread:34 [wandb_init.py:_resume_backend():442] resuming backend
+2024-02-27 00:26:52,950 INFO    MainThread:34 [jupyter.py:save_ipynb():373] not saving jupyter notebook
+2024-02-27 00:26:52,950 INFO    MainThread:34 [wandb_init.py:_pause_backend():437] pausing backend
+2024-02-27 00:26:52,959 INFO    MainThread:34 [wandb_init.py:_resume_backend():442] resuming backend
+2024-02-27 00:26:52,965 INFO    MainThread:34 [jupyter.py:save_ipynb():373] not saving jupyter notebook
+2024-02-27 00:26:52,965 INFO    MainThread:34 [wandb_init.py:_pause_backend():437] pausing backend
+2024-02-27 00:26:52,972 INFO    MainThread:34 [wandb_init.py:_resume_backend():442] resuming backend
+2024-02-27 00:26:53,306 INFO    MainThread:34 [jupyter.py:save_ipynb():373] not saving jupyter notebook
+2024-02-27 00:26:53,306 INFO    MainThread:34 [wandb_init.py:_pause_backend():437] pausing backend
+2024-02-27 00:27:47,923 INFO    MainThread:34 [wandb_init.py:_resume_backend():442] resuming backend
+2024-02-27 00:27:52,866 INFO    MainThread:34 [wandb_run.py:_config_callback():1342] config_cb None None {'vocab_size': 30522, 'max_position_embeddings': 512, 'sinusoidal_pos_embds': False, 'n_layers': 6, 'n_heads': 12, 'dim': 768, 'hidden_dim': 3072, 'dropout': 0.1, 'attention_dropout': 0.1, 'activation': 'gelu', 'initializer_range': 0.02, 'qa_dropout': 0.1, 'seq_classif_dropout': 0.2, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float32', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['DistilBertForTokenClassification'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1', 2: 'LABEL_2', 3: 'LABEL_3', 4: 'LABEL_4', 5: 'LABEL_5', 6: 'LABEL_6', 7: 'LABEL_7', 8: 'LABEL_8', 9: 'LABEL_9', 10: 'LABEL_10', 11: 'LABEL_11', 12: 'LABEL_12'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1, 'LABEL_2': 2, 'LABEL_3': 3, 'LABEL_4': 4, 'LABEL_5': 5, 'LABEL_6': 6, 'LABEL_7': 7, 'LABEL_8': 8, 'LABEL_9': 9, 'LABEL_10': 10, 'LABEL_11': 11, 'LABEL_12': 12}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': 0, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'malduwais/distilbert-base-uncased-finetuned-ner', 'transformers_version': '4.37.0', 'model_type': 'distilbert', 'tie_weights_': True, 'output_dir': '/kaggle/working', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'evaluation_strategy': 'epoch', 'prediction_loss_only': False, 'per_device_train_batch_size': 32, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 1, 'eval_accumulation_steps': None, 'eval_delay': 0, 'learning_rate': 2e-05, 'weight_decay': 0.01, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 10, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.0, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': '/kaggle/working/runs/Feb27_00-27-47_9c240e4eaa8b', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 500, 'logging_nan_inf_filter': True, 'save_strategy': 'epoch', 'save_steps': 500, 'save_total_limit': None, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 42, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': False, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': None, 'dataloader_num_workers': 0, 'past_index': -1, 'run_name': '/kaggle/working', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': True, 'metric_for_best_model': 'loss', 'greater_is_better': False, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['tensorboard', 'wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': None, 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': False, 'hub_always_push': False, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'fp16_backend': 'auto', 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'dispatch_batches': None, 'split_batches': False, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None}

wandb/run-20240227_002039-0ht8wbd3/files/config.yaml

@@ -415,7 +415,7 @@ max_grad_norm:
   value: 1.0
 num_train_epochs:
   desc: null
-  value: 2
+  value: 10
 max_steps:
   desc: null
   value: -1
@@ -442,7 +442,7 @@ log_on_each_node:
   value: true
 logging_dir:
   desc: null
-  value: /kaggle/working/runs/Feb27_00-20-38_9c240e4eaa8b
+  value: /kaggle/working/runs/Feb27_00-27-47_9c240e4eaa8b
 logging_strategy:
   desc: null
   value: steps

wandb/run-20240227_002039-0ht8wbd3/files/output.log

@@ -9,3 +9,6 @@
 /opt/conda/lib/python3.10/site-packages/torch/nn/parallel/_functions.py:68: UserWarning: Was asked to gather along dimension 0, but all input tensors were scalars; will instead unsqueeze and return a vector.
   warnings.warn('Was asked to gather along dimension 0, but all '
 /opt/conda/lib/python3.10/site-packages/seqeval/metrics/v1.py:57: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.
+  _warn_prf(average, modifier, msg_start, len(result))
+/opt/conda/lib/python3.10/site-packages/seqeval/metrics/v1.py:57: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.
+  _warn_prf(average, modifier, msg_start, len(result))

wandb/run-20240227_002039-0ht8wbd3/files/wandb-summary.json

@@ -1 +1 @@
-{"eval/loss": 0.0036135937552899122, "eval/precision": 0.2976190476190476, "eval/recall": 0.09191176470588236, "eval/f1": 0.1404494382022472, "eval/accuracy": 0.9993540898582515, "eval/f5": 0.02178965717606043, "eval/runtime": 32.0588, "eval/samples_per_second": 42.484, "eval/steps_per_second": 2.683, "train/epoch": 2.0, "train/global_step": 172, "_timestamp": 1708993604.3441787, "_runtime": 364.94974756240845, "_step": 2, "train/train_runtime": 364.9965, "train/train_samples_per_second": 29.836, "train/train_steps_per_second": 0.471, "train/total_flos": 1423095247411200.0, "train/train_loss": 0.07322806535765182}
+{"eval/loss": 0.3096165060997009, "eval/precision": 0.03389830508474576, "eval/recall": 0.5147058823529411, "eval/f1": 0.06360745115856428, "eval/accuracy": 0.9933362537851294, "eval/f5": 0.0768526989935956, "eval/runtime": 32.0392, "eval/samples_per_second": 42.51, "eval/steps_per_second": 2.684, "train/epoch": 1.0, "train/global_step": 86, "_timestamp": 1708993836.9386835, "_runtime": 597.5442523956299, "_step": 3, "train/train_runtime": 364.9965, "train/train_samples_per_second": 29.836, "train/train_steps_per_second": 0.471, "train/total_flos": 1423095247411200.0, "train/train_loss": 0.07322806535765182}

wandb/run-20240227_002039-0ht8wbd3/logs/debug-internal.log

@@ -241,3 +241,191 @@
 2024-02-27 00:26:46,348 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
 2024-02-27 00:26:46,733 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
 2024-02-27 00:26:51,355 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:26:51,734 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:26:52,059 INFO    Thread-12 :122 [dir_watcher.py:_on_file_modified():288] file/dir modified: /kaggle/working/wandb/run-20240227_002039-0ht8wbd3/files/config.yaml
+2024-02-27 00:26:52,738 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: pause
+2024-02-27 00:26:52,739 INFO    HandlerThread:122 [handler.py:handle_request_pause():708] stopping system metrics thread
+2024-02-27 00:26:52,739 INFO    HandlerThread:122 [system_monitor.py:finish():203] Stopping system monitor
+2024-02-27 00:26:52,739 DEBUG   SystemMonitor:122 [system_monitor.py:_start():179] Finished system metrics aggregation loop
+2024-02-27 00:26:52,740 DEBUG   SystemMonitor:122 [system_monitor.py:_start():183] Publishing last batch of metrics
+2024-02-27 00:26:52,740 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined cpu monitor
+2024-02-27 00:26:52,741 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined disk monitor
+2024-02-27 00:26:52,752 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined gpu monitor
+2024-02-27 00:26:52,753 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined memory monitor
+2024-02-27 00:26:52,753 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined network monitor
+2024-02-27 00:26:52,753 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: resume
+2024-02-27 00:26:52,753 INFO    HandlerThread:122 [handler.py:handle_request_resume():699] starting system metrics thread
+2024-02-27 00:26:52,753 INFO    HandlerThread:122 [system_monitor.py:start():194] Starting system monitor
+2024-02-27 00:26:52,754 INFO    SystemMonitor:122 [system_monitor.py:_start():158] Starting system asset monitoring threads
+2024-02-27 00:26:52,754 DEBUG   SenderThread:122 [sender.py:send():382] send: stats
+2024-02-27 00:26:52,755 INFO    SystemMonitor:122 [interfaces.py:start():190] Started cpu monitoring
+2024-02-27 00:26:52,755 INFO    SystemMonitor:122 [interfaces.py:start():190] Started disk monitoring
+2024-02-27 00:26:52,756 INFO    SystemMonitor:122 [interfaces.py:start():190] Started gpu monitoring
+2024-02-27 00:26:52,756 INFO    SystemMonitor:122 [interfaces.py:start():190] Started memory monitoring
+2024-02-27 00:26:52,757 INFO    SystemMonitor:122 [interfaces.py:start():190] Started network monitoring
+2024-02-27 00:26:52,951 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: pause
+2024-02-27 00:26:52,951 INFO    HandlerThread:122 [handler.py:handle_request_pause():708] stopping system metrics thread
+2024-02-27 00:26:52,951 INFO    HandlerThread:122 [system_monitor.py:finish():203] Stopping system monitor
+2024-02-27 00:26:52,951 DEBUG   SystemMonitor:122 [system_monitor.py:_start():172] Starting system metrics aggregation loop
+2024-02-27 00:26:52,951 DEBUG   SystemMonitor:122 [system_monitor.py:_start():179] Finished system metrics aggregation loop
+2024-02-27 00:26:52,951 DEBUG   SystemMonitor:122 [system_monitor.py:_start():183] Publishing last batch of metrics
+2024-02-27 00:26:52,952 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined cpu monitor
+2024-02-27 00:26:52,953 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined disk monitor
+2024-02-27 00:26:52,968 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined gpu monitor
+2024-02-27 00:26:52,968 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined memory monitor
+2024-02-27 00:26:52,969 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined network monitor
+2024-02-27 00:26:52,969 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: resume
+2024-02-27 00:26:52,969 INFO    HandlerThread:122 [handler.py:handle_request_resume():699] starting system metrics thread
+2024-02-27 00:26:52,969 INFO    HandlerThread:122 [system_monitor.py:start():194] Starting system monitor
+2024-02-27 00:26:52,970 DEBUG   SenderThread:122 [sender.py:send():382] send: stats
+2024-02-27 00:26:52,970 INFO    SystemMonitor:122 [system_monitor.py:_start():158] Starting system asset monitoring threads
+2024-02-27 00:26:52,970 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: pause
+2024-02-27 00:26:52,971 INFO    HandlerThread:122 [handler.py:handle_request_pause():708] stopping system metrics thread
+2024-02-27 00:26:52,971 INFO    HandlerThread:122 [system_monitor.py:finish():203] Stopping system monitor
+2024-02-27 00:26:52,971 INFO    SystemMonitor:122 [interfaces.py:start():190] Started cpu monitoring
+2024-02-27 00:26:52,971 DEBUG   SystemMonitor:122 [system_monitor.py:_start():172] Starting system metrics aggregation loop
+2024-02-27 00:26:52,971 DEBUG   SystemMonitor:122 [system_monitor.py:_start():179] Finished system metrics aggregation loop
+2024-02-27 00:26:52,971 DEBUG   SystemMonitor:122 [system_monitor.py:_start():183] Publishing last batch of metrics
+2024-02-27 00:26:52,973 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined cpu monitor
+2024-02-27 00:26:52,973 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: resume
+2024-02-27 00:26:52,973 INFO    HandlerThread:122 [handler.py:handle_request_resume():699] starting system metrics thread
+2024-02-27 00:26:52,973 INFO    HandlerThread:122 [system_monitor.py:start():194] Starting system monitor
+2024-02-27 00:26:52,973 INFO    SystemMonitor:122 [system_monitor.py:_start():158] Starting system asset monitoring threads
+2024-02-27 00:26:52,974 DEBUG   SenderThread:122 [sender.py:send():382] send: stats
+2024-02-27 00:26:52,974 INFO    SystemMonitor:122 [interfaces.py:start():190] Started cpu monitoring
+2024-02-27 00:26:52,975 INFO    SystemMonitor:122 [interfaces.py:start():190] Started disk monitoring
+2024-02-27 00:26:52,976 INFO    SystemMonitor:122 [interfaces.py:start():190] Started gpu monitoring
+2024-02-27 00:26:52,976 INFO    SystemMonitor:122 [interfaces.py:start():190] Started memory monitoring
+2024-02-27 00:26:52,977 INFO    SystemMonitor:122 [interfaces.py:start():190] Started network monitoring
+2024-02-27 00:26:53,306 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: pause
+2024-02-27 00:26:53,307 INFO    HandlerThread:122 [handler.py:handle_request_pause():708] stopping system metrics thread
+2024-02-27 00:26:53,307 INFO    HandlerThread:122 [system_monitor.py:finish():203] Stopping system monitor
+2024-02-27 00:26:53,307 DEBUG   SystemMonitor:122 [system_monitor.py:_start():172] Starting system metrics aggregation loop
+2024-02-27 00:26:53,307 DEBUG   SystemMonitor:122 [system_monitor.py:_start():179] Finished system metrics aggregation loop
+2024-02-27 00:26:53,307 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined cpu monitor
+2024-02-27 00:26:53,307 DEBUG   SystemMonitor:122 [system_monitor.py:_start():183] Publishing last batch of metrics
+2024-02-27 00:26:53,308 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined disk monitor
+2024-02-27 00:26:53,320 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined gpu monitor
+2024-02-27 00:26:53,320 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined memory monitor
+2024-02-27 00:26:53,320 INFO    HandlerThread:122 [interfaces.py:finish():202] Joined network monitor
+2024-02-27 00:26:53,320 DEBUG   SenderThread:122 [sender.py:send():382] send: stats
+2024-02-27 00:26:56,735 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:26:57,321 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:27:01,736 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:27:02,322 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:27:06,737 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:27:07,323 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:27:11,738 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:27:12,324 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:27:16,739 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:27:17,324 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:27:21,739 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:27:22,325 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:27:26,740 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:27:27,326 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:27:31,742 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:27:32,327 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:27:36,743 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:27:37,327 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:27:41,744 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:27:42,328 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:27:46,745 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:27:47,329 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:27:47,924 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: resume
+2024-02-27 00:27:47,924 INFO    HandlerThread:122 [handler.py:handle_request_resume():699] starting system metrics thread
+2024-02-27 00:27:47,924 INFO    HandlerThread:122 [system_monitor.py:start():194] Starting system monitor
+2024-02-27 00:27:47,925 INFO    SystemMonitor:122 [system_monitor.py:_start():158] Starting system asset monitoring threads
+2024-02-27 00:27:47,925 INFO    SystemMonitor:122 [interfaces.py:start():190] Started cpu monitoring
+2024-02-27 00:27:47,925 INFO    SystemMonitor:122 [interfaces.py:start():190] Started disk monitoring
+2024-02-27 00:27:47,930 INFO    SystemMonitor:122 [interfaces.py:start():190] Started gpu monitoring
+2024-02-27 00:27:47,930 INFO    SystemMonitor:122 [interfaces.py:start():190] Started memory monitoring
+2024-02-27 00:27:47,931 INFO    SystemMonitor:122 [interfaces.py:start():190] Started network monitoring
+2024-02-27 00:27:51,887 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:27:52,330 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:27:52,870 DEBUG   SenderThread:122 [sender.py:send():382] send: config
+2024-02-27 00:27:52,872 DEBUG   SenderThread:122 [sender.py:send():382] send: metric
+2024-02-27 00:27:52,872 DEBUG   SenderThread:122 [sender.py:send():382] send: metric
+2024-02-27 00:27:52,872 WARNING SenderThread:122 [sender.py:send_metric():1354] Seen metric with glob (shouldn't happen)
+2024-02-27 00:27:56,898 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:27:57,873 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:28:01,899 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:28:02,874 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:28:06,900 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:28:07,875 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:28:11,913 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:28:12,876 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:28:16,914 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:28:17,877 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:28:21,915 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:28:22,882 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:28:23,094 INFO    Thread-12 :122 [dir_watcher.py:_on_file_modified():288] file/dir modified: /kaggle/working/wandb/run-20240227_002039-0ht8wbd3/files/config.yaml
+2024-02-27 00:28:26,916 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:28:27,981 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:28:31,916 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:28:32,982 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:28:36,917 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:28:37,983 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:28:41,918 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:28:42,984 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:28:46,924 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:28:47,931 DEBUG   SystemMonitor:122 [system_monitor.py:_start():172] Starting system metrics aggregation loop
+2024-02-27 00:28:47,933 DEBUG   SenderThread:122 [sender.py:send():382] send: stats
+2024-02-27 00:28:48,934 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:28:51,925 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:28:53,934 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:28:56,926 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:28:58,935 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:29:01,927 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:29:03,936 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:29:06,928 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:29:08,937 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:29:11,929 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:29:13,937 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:29:16,930 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:29:17,934 DEBUG   SenderThread:122 [sender.py:send():382] send: stats
+2024-02-27 00:29:19,935 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:29:21,931 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:29:24,935 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:29:26,932 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:29:29,936 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:29:31,932 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:29:34,937 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:29:36,933 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:29:39,938 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:29:41,934 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:29:44,938 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:29:46,935 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:29:47,935 DEBUG   SenderThread:122 [sender.py:send():382] send: stats
+2024-02-27 00:29:50,936 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:29:51,936 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:29:55,937 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:29:56,937 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:30:00,937 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:30:01,938 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:30:05,938 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:30:06,939 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:30:10,939 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:30:11,945 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:30:15,940 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:30:16,945 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:30:17,936 DEBUG   SenderThread:122 [sender.py:send():382] send: stats
+2024-02-27 00:30:21,937 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:30:21,972 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:30:26,937 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:30:27,112 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:30:30,137 INFO    Thread-12 :122 [dir_watcher.py:_on_file_modified():288] file/dir modified: /kaggle/working/wandb/run-20240227_002039-0ht8wbd3/files/output.log
+2024-02-27 00:30:32,056 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:30:32,165 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:30:36,939 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: partial_history
+2024-02-27 00:30:36,940 DEBUG   SenderThread:122 [sender.py:send():382] send: history
+2024-02-27 00:30:36,940 DEBUG   SenderThread:122 [sender.py:send_request():409] send_request: summary_record
+2024-02-27 00:30:36,941 INFO    SenderThread:122 [sender.py:_save_file():1403] saving file wandb-summary.json with policy end
+2024-02-27 00:30:37,140 INFO    Thread-12 :122 [dir_watcher.py:_on_file_modified():288] file/dir modified: /kaggle/working/wandb/run-20240227_002039-0ht8wbd3/files/wandb-summary.json
+2024-02-27 00:30:37,189 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:30:37,942 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:30:38,141 INFO    Thread-12 :122 [dir_watcher.py:_on_file_modified():288] file/dir modified: /kaggle/working/wandb/run-20240227_002039-0ht8wbd3/files/output.log
+2024-02-27 00:30:42,219 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:30:42,943 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report
+2024-02-27 00:30:47,220 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: keepalive
+2024-02-27 00:30:47,942 DEBUG   SenderThread:122 [sender.py:send():382] send: stats
+2024-02-27 00:30:48,942 DEBUG   HandlerThread:122 [handler.py:handle_request():146] handle_request: status_report

wandb/run-20240227_002039-0ht8wbd3/logs/debug.log

@@ -29,3 +29,16 @@ config: {}
 2024-02-27 00:21:10,061 INFO    MainThread:34 [wandb_run.py:_redirect():2178] Redirects installed.
 2024-02-27 00:21:10,063 INFO    MainThread:34 [wandb_init.py:init():847] run started, returning control to user process
 2024-02-27 00:21:10,071 INFO    MainThread:34 [wandb_run.py:_config_callback():1342] config_cb None None {'vocab_size': 30522, 'max_position_embeddings': 512, 'sinusoidal_pos_embds': False, 'n_layers': 6, 'n_heads': 12, 'dim': 768, 'hidden_dim': 3072, 'dropout': 0.1, 'attention_dropout': 0.1, 'activation': 'gelu', 'initializer_range': 0.02, 'qa_dropout': 0.1, 'seq_classif_dropout': 0.2, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float32', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['DistilBertForTokenClassification'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1', 2: 'LABEL_2', 3: 'LABEL_3', 4: 'LABEL_4', 5: 'LABEL_5', 6: 'LABEL_6', 7: 'LABEL_7', 8: 'LABEL_8', 9: 'LABEL_9', 10: 'LABEL_10', 11: 'LABEL_11', 12: 'LABEL_12'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1, 'LABEL_2': 2, 'LABEL_3': 3, 'LABEL_4': 4, 'LABEL_5': 5, 'LABEL_6': 6, 'LABEL_7': 7, 'LABEL_8': 8, 'LABEL_9': 9, 'LABEL_10': 10, 'LABEL_11': 11, 'LABEL_12': 12}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': 0, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'malduwais/distilbert-base-uncased-finetuned-ner', 'transformers_version': '4.37.0', 'model_type': 'distilbert', 'tie_weights_': True, 'output_dir': '/kaggle/working', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'evaluation_strategy': 'epoch', 'prediction_loss_only': False, 'per_device_train_batch_size': 32, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 1, 'eval_accumulation_steps': None, 'eval_delay': 0, 'learning_rate': 2e-05, 'weight_decay': 0.01, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 2, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.0, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': '/kaggle/working/runs/Feb27_00-20-38_9c240e4eaa8b', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 500, 'logging_nan_inf_filter': True, 'save_strategy': 'epoch', 'save_steps': 500, 'save_total_limit': None, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 42, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': False, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': None, 'dataloader_num_workers': 0, 'past_index': -1, 'run_name': '/kaggle/working', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': True, 'metric_for_best_model': 'loss', 'greater_is_better': False, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['tensorboard', 'wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': None, 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': False, 'hub_always_push': False, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'fp16_backend': 'auto', 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'dispatch_batches': None, 'split_batches': False, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None}
+2024-02-27 00:26:52,738 INFO    MainThread:34 [jupyter.py:save_ipynb():373] not saving jupyter notebook
+2024-02-27 00:26:52,738 INFO    MainThread:34 [wandb_init.py:_pause_backend():437] pausing backend
+2024-02-27 00:26:52,744 INFO    MainThread:34 [wandb_init.py:_resume_backend():442] resuming backend
+2024-02-27 00:26:52,950 INFO    MainThread:34 [jupyter.py:save_ipynb():373] not saving jupyter notebook
+2024-02-27 00:26:52,950 INFO    MainThread:34 [wandb_init.py:_pause_backend():437] pausing backend
+2024-02-27 00:26:52,959 INFO    MainThread:34 [wandb_init.py:_resume_backend():442] resuming backend
+2024-02-27 00:26:52,965 INFO    MainThread:34 [jupyter.py:save_ipynb():373] not saving jupyter notebook
+2024-02-27 00:26:52,965 INFO    MainThread:34 [wandb_init.py:_pause_backend():437] pausing backend
+2024-02-27 00:26:52,972 INFO    MainThread:34 [wandb_init.py:_resume_backend():442] resuming backend
+2024-02-27 00:26:53,306 INFO    MainThread:34 [jupyter.py:save_ipynb():373] not saving jupyter notebook
+2024-02-27 00:26:53,306 INFO    MainThread:34 [wandb_init.py:_pause_backend():437] pausing backend
+2024-02-27 00:27:47,923 INFO    MainThread:34 [wandb_init.py:_resume_backend():442] resuming backend
+2024-02-27 00:27:52,866 INFO    MainThread:34 [wandb_run.py:_config_callback():1342] config_cb None None {'vocab_size': 30522, 'max_position_embeddings': 512, 'sinusoidal_pos_embds': False, 'n_layers': 6, 'n_heads': 12, 'dim': 768, 'hidden_dim': 3072, 'dropout': 0.1, 'attention_dropout': 0.1, 'activation': 'gelu', 'initializer_range': 0.02, 'qa_dropout': 0.1, 'seq_classif_dropout': 0.2, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float32', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['DistilBertForTokenClassification'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1', 2: 'LABEL_2', 3: 'LABEL_3', 4: 'LABEL_4', 5: 'LABEL_5', 6: 'LABEL_6', 7: 'LABEL_7', 8: 'LABEL_8', 9: 'LABEL_9', 10: 'LABEL_10', 11: 'LABEL_11', 12: 'LABEL_12'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1, 'LABEL_2': 2, 'LABEL_3': 3, 'LABEL_4': 4, 'LABEL_5': 5, 'LABEL_6': 6, 'LABEL_7': 7, 'LABEL_8': 8, 'LABEL_9': 9, 'LABEL_10': 10, 'LABEL_11': 11, 'LABEL_12': 12}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': 0, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'malduwais/distilbert-base-uncased-finetuned-ner', 'transformers_version': '4.37.0', 'model_type': 'distilbert', 'tie_weights_': True, 'output_dir': '/kaggle/working', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'evaluation_strategy': 'epoch', 'prediction_loss_only': False, 'per_device_train_batch_size': 32, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 1, 'eval_accumulation_steps': None, 'eval_delay': 0, 'learning_rate': 2e-05, 'weight_decay': 0.01, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 10, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.0, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': '/kaggle/working/runs/Feb27_00-27-47_9c240e4eaa8b', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 500, 'logging_nan_inf_filter': True, 'save_strategy': 'epoch', 'save_steps': 500, 'save_total_limit': None, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 42, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': False, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': None, 'dataloader_num_workers': 0, 'past_index': -1, 'run_name': '/kaggle/working', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': True, 'metric_for_best_model': 'loss', 'greater_is_better': False, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['tensorboard', 'wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': None, 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': False, 'hub_always_push': False, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'fp16_backend': 'auto', 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'dispatch_batches': None, 'split_batches': False, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None}