2026-09-04 17:12:56,271 INFO MainThread:1638 [wandb_setup.py:_flush():81] Current SDK version is 0.29.0 2026-09-04 17:12:56,271 INFO MainThread:1638 [wandb_setup.py:_flush():81] Configure stats pid to 1638 2026-09-04 17:12:56,271 INFO MainThread:1638 [wandb_setup.py:_flush():81] Loading settings from environment variables 2026-09-04 17:12:56,272 INFO MainThread:1638 [wandb_init.py:setup_run_log_directory():739] Logging user logs to /scratch/logs/wandb/run-20260904_171256-ev0uuy9c/logs/debug.log 2026-09-04 17:12:56,272 INFO MainThread:1638 [wandb_init.py:setup_run_log_directory():740] Logging internal logs to /scratch/logs/wandb/run-20260904_171256-ev0uuy9c/logs/debug-internal.log 2026-09-04 17:12:56,272 INFO MainThread:1638 [wandb_init.py:init():783] calling init triggers 2026-09-04 17:12:56,272 INFO MainThread:1638 [wandb_init.py:init():788] wandb.init called with sweep_config: {'batch_size': 1024, 'dataset_limit': 0.2, 'dropout': 0.07199732730440712, 'epochs': 10, 'hidden_dim': 64, 'learning_rate': 0.000485822806926905, 'num_attention_heads': 8, 'num_branch_encoder_layers': 3, 'num_embedding_layers': 14, 'num_encoder_layers': 6} config: {'_wandb': {}} 2026-09-04 17:12:56,272 INFO MainThread:1638 [wandb_init.py:init():831] starting backend 2026-09-04 17:12:56,272 INFO MainThread:1638 [wandb_init.py:init():837] Connected to an existing wandb-core service via WANDB_SERVICE 2026-09-04 17:12:56,272 INFO MainThread:1638 [wandb_init.py:init():846] sending inform_init request 2026-09-04 17:12:57,113 INFO MainThread:1638 [wandb_init.py:init():851] backend started and connected 2026-09-04 17:12:57,120 INFO MainThread:1638 [wandb_run.py:_config_callback():1291] config_cb None None {'batch_size': 1024, 'dataset_limit': 0.2, 'dropout': 0.07199732730440712, 'epochs': 10, 'hidden_dim': 64, 'learning_rate': 0.000485822806926905, 'num_attention_heads': 8, 'num_branch_encoder_layers': 3, 'num_embedding_layers': 14, 'num_encoder_layers': 6} 2026-09-04 17:12:57,123 INFO MainThread:1638 [wandb_init.py:init():921] updated telemetry 2026-09-04 17:12:57,131 INFO MainThread:1638 [wandb_init.py:init():944] communicating run to backend with 90.0 second timeout 2026-09-04 17:12:57,652 INFO MainThread:1638 [wandb_init.py:init():976] run resumed 2026-09-04 17:12:57,655 INFO MainThread:1638 [wandb_init.py:init():981] starting run threads in backend 2026-09-04 17:12:57,771 INFO MainThread:1638 [wandb_run.py:_console_start():2545] atexit reg 2026-09-04 17:12:57,771 INFO MainThread:1638 [wandb_run.py:_redirect():2395] redirect: wrap_raw 2026-09-04 17:12:57,771 INFO MainThread:1638 [wandb_run.py:_redirect():2464] Wrapping output streams. 2026-09-04 17:12:57,772 INFO MainThread:1638 [wandb_run.py:_redirect():2487] Redirects installed. 2026-09-04 17:12:57,778 INFO MainThread:1638 [wandb_init.py:init():1019] run started, returning control to user process 2026-09-04 17:12:58,268 INFO MainThread:1638 [wandb_run.py:_config_callback():1291] config_cb None None {'transformer_dim': 64, 'transformer_dim_scale': 2.0, 'initial_embedding_dim': 64, 'position_embedding_dim': 64, 'num_branch_embedding_layers': 3, 'num_jet_embedding_layers': 0, 'num_jet_encoder_layers': 2, 'num_detector_layers': 2, 'num_regression_layers': 3, 'num_classification_layers': 3, 'split_symmetric_attention': 1, 'transformer_activation': 'gelu', 'skip_connections': 1, 'initial_embedding_skip_connections': 1, 'linear_block_type': 'GRU', 'transformer_type': 'Gated', 'linear_activation': 'gelu', 'normalization': 'LayerNorm', 'masking': 'Filling', 'linear_prelu_activation': True, 'use_pairwise_interactions': 1, 'num_pairwise_features': 4, 'pairwise_embedding_dim': 8, 'pairwise_input_source': 'all', 'pairwise_block_embeddings': 1, 'pairwise_cross_type': True, 'pairwise_feature_set': '', 'pairwise_eq2to2': False, 'use_moe': False, 'num_experts': 8, 'num_experts_per_tok': 2, 'moe_loss_scale': 0.01, 'event_info_file': '/data/spatop/event_files/tttt/tttt_hadronic.yaml', 'training_file': '/data/spatop/tttt_15M/h5/tttt_training.h5', 'validation_file': '', 'testing_file': '', 'normalize_features': 1, 'limit_to_num_jets': 0, 'balance_particles': 0, 'balance_jets': 0, 'balance_classifications': False, 'partial_events': 1, 'dataset_randomization': 0, 'train_validation_split': 0.95, 'limit_val_batches': 1.0, 'num_dataloader_workers': 0, 'mask_sequence_vectors': 1, 'combine_pair_loss': 'min', 'optimizer': 'AdamW', 'focal_gamma': 0.0, 'combinatorial_scale': 0.0, 'learning_rate_warmup_epochs': 1.0, 'learning_rate_cycles': 1, 'assignment_loss_scale': 1.0, 'detection_loss_scale': 1.0, 'kl_loss_scale': 0.0, 'regression_loss_scale': 0.0, 'classification_loss_scale': 0.0, 'use_mass_classification': False, 'mass_classes': [], 'balance_losses': True, 'l2_penalty': 0.0002, 'gradient_clip': 10.0, 'num_gpu': 1, 'verbose_output': False, 'usable_gpus': '', 'trial_time': '', 'trial_output_dir': './test_output'} 2026-09-04 17:47:02,444 INFO wandb-AsyncioManager-main:1638 [service_client.py:_forward_responses():122] [no run ID] Reached EOF. 2026-09-04 17:47:02,444 INFO wandb-AsyncioManager-main:1638 [mailbox.py:close():154] [no run ID] Closing mailbox, abandoning 2 handles. 2026-09-04 17:47:02,445 ERROR wandb-AsyncioManager-main:1638 [asyncio_manager.py:fn_wrap_exceptions():197] Uncaught exception in run_soon callback. Traceback (most recent call last): File "/opt/conda/lib/python3.12/site-packages/wandb/sdk/lib/asyncio_manager.py", line 195, in fn_wrap_exceptions await fn() File "/opt/conda/lib/python3.12/site-packages/wandb/sdk/lib/run_messages.py", line 90, in loop await asyncio_compat.race( File "/opt/conda/lib/python3.12/site-packages/wandb/sdk/lib/asyncio_compat.py", line 279, in race async with open_task_group(race=True) as tg: ^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/opt/conda/lib/python3.12/contextlib.py", line 217, in __aexit__ await anext(self.gen) File "/opt/conda/lib/python3.12/site-packages/wandb/sdk/lib/asyncio_compat.py", line 241, in open_task_group await task_group._wait_all(race=race, timeout=exit_timeout) File "/opt/conda/lib/python3.12/site-packages/wandb/sdk/lib/asyncio_compat.py", line 181, in _wait_all raise exc File "/opt/conda/lib/python3.12/site-packages/wandb/sdk/lib/run_messages.py", line 113, in _print_all result = await handle.wait_async(timeout=None) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/opt/conda/lib/python3.12/site-packages/wandb/sdk/mailbox/mailbox_handle.py", line 127, in wait_async response = await self._handle.wait_async(timeout=timeout) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/opt/conda/lib/python3.12/site-packages/wandb/sdk/mailbox/response_handle.py", line 123, in wait_async raise HandleAbandonedError() wandb.sdk.mailbox.mailbox_handle.HandleAbandonedError 2026-09-04 17:47:06,730 ERROR wandb-AsyncioManager-main:1638 [asyncio_manager.py:fn_wrap_exceptions():197] Uncaught exception in run_soon callback. Traceback (most recent call last): File "/opt/conda/lib/python3.12/site-packages/wandb/sdk/lib/asyncio_manager.py", line 195, in fn_wrap_exceptions await fn() File "/opt/conda/lib/python3.12/site-packages/wandb/sdk/lib/run_stopping.py", line 87, in loop should_stop = await self._check_should_stop() ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/opt/conda/lib/python3.12/site-packages/wandb/sdk/lib/run_stopping.py", line 115, in _check_should_stop handle = await self._interface.deliver_async(request) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/opt/conda/lib/python3.12/site-packages/wandb/sdk/interface/interface_sock.py", line 58, in deliver_async handle = await self._client.deliver(request) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/opt/conda/lib/python3.12/site-packages/wandb/sdk/lib/service/service_client.py", line 57, in deliver handle = self._mailbox.require_response(request) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/opt/conda/lib/python3.12/site-packages/wandb/sdk/mailbox/mailbox.py", line 89, in require_response raise MailboxClosedError() wandb.sdk.mailbox.mailbox.MailboxClosedError