diff --git a/clic/clusters/v2.3.0/README.md b/clic/clusters/v2.3.0/README.md index 33edc40522a1576f7df71027ad45e7473798db2c..f274eb4b704da8bebf99578f9b01b7dcc32870bb 100644 --- a/clic/clusters/v2.3.0/README.md +++ b/clic/clusters/v2.3.0/README.md @@ -1,7 +1,12 @@ ``` pyg-clic_20250204_081614_352844 - legacy GNNLSH model, full dataset, 2 epochs / ~90 hours pyg-clic_20250211_145811_219129 - transformer, full dataset, 2 epochs / ~45 hours -pyg-clic_20250130_214007_333962 - transformer + flash attention, full dataset, 10 epochs / ~80 hours + pyg-clic_20250208_095515_010468 - transformer + flash attention, 1M events from each dataset, 10 epochs / ~12 hours pyg-clic_20250209_100514_187330 - transformer + flash attention, 4M events from each dataset, 10 epochs / ~40 hours + +#main training +pyg-clic_20250130_214007_333962 - transformer + flash attention, full dataset, 10 epochs / ~80 hours, 1st run +pyg-clic_20250306_105311_290722 - transformer + flash attention, full dataset, 10 epochs / ~80 hours, 2nd run +pyg-clic_20250309_173756_957486 - transformer + flash attention, full dataset, 10 epochs / ~80 hours, 3rd run ``` diff --git a/clic/clusters/v2.3.0/pyg-clic_20250306_105311_290722/.gitattributes b/clic/clusters/v2.3.0/pyg-clic_20250306_105311_290722/.gitattributes new file mode 100644 index 0000000000000000000000000000000000000000..0cdb1788969afb57949d1762ae854e90b5d84891 --- /dev/null +++ b/clic/clusters/v2.3.0/pyg-clic_20250306_105311_290722/.gitattributes @@ -0,0 +1,4 @@ +plots_checkpoint*/** filter=lfs diff=lfs merge=lfs -text +preds_checkpoint*/** filter=lfs diff=lfs merge=lfs -text +runs/** filter=lfs diff=lfs merge=lfs -text +checkpoints/** filter=lfs diff=lfs merge=lfs -text diff --git a/clic/clusters/v2.3.0/pyg-clic_20250306_105311_290722/checkpoints/checkpoint-10-1.934364.pth b/clic/clusters/v2.3.0/pyg-clic_20250306_105311_290722/checkpoints/checkpoint-10-1.934364.pth new file mode 100644 index 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{"conv_type": "attention", "num_convs": 3, "dropout_ff": 0.0, "dropout_conv_id_mha": 0.0, "dropout_conv_id_ff": 0.0, "dropout_conv_reg_mha": 0.0, "dropout_conv_reg_ff": 0.0, "activation": "relu", "head_dim": 32, "num_heads": 32, "attention_type": "flash", "use_pre_layernorm": true}, "mamba": {"conv_type": "mamba", "embedding_dim": 128, "width": 128, "num_convs": 2, "dropout": 0.0, "activation": "elu", "num_heads": 2, "d_state": 16, "d_conv": 4, "expand": 2}}, "lr_schedule_config": {"onecycle": {"pct_start": 0.3}}, "raytune": {"local_dir": null, "sched": null, "search_alg": null, "default_metric": "val_loss", "default_mode": "min", "asha": {"max_t": 200, "reduction_factor": 4, "brackets": 1, "grace_period": 10}, "hyperband": {"max_t": 200, "reduction_factor": 4}, "hyperopt": {"n_random_steps": 10}, "nevergrad": {"n_random_steps": 10}}, "train_dataset": {"clic": {"physical": {"batch_size": 1, "samples": {"clic_edm_qq_pf": {"version": "2.5.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}, "clic_edm_ttbar_pf": {"version": "2.5.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}, "clic_edm_ww_fullhad_pf": {"version": "2.5.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}}}}}, "valid_dataset": {"clic": {"physical": {"batch_size": 1, "samples": {"clic_edm_qq_pf": {"version": "2.5.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}, "clic_edm_ttbar_pf": {"version": "2.5.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}, "clic_edm_ww_fullhad_pf": {"version": "2.5.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}}}}}, "test_dataset": {"clic_edm_qq_pf": {"version": "2.5.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}, "clic_edm_ttbar_pf": {"version": "2.5.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}, "clic_edm_ww_fullhad_pf": {"version": "2.5.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}}, "enabled_test_datasets": ["clic_edm_qq_pf"]} \ No newline at end of file diff --git a/clic/clusters/v2.3.0/pyg-clic_20250306_105311_290722/model_kwargs.pkl b/clic/clusters/v2.3.0/pyg-clic_20250306_105311_290722/model_kwargs.pkl new file mode 100644 index 0000000000000000000000000000000000000000..365fcf0971aff514d432294c605bd5f677ba53db --- /dev/null +++ b/clic/clusters/v2.3.0/pyg-clic_20250306_105311_290722/model_kwargs.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b2784c409dcad68c684a808b0e9c311e9eb8ee97cd7c92d4d4f1771878dd87f5 +size 553 diff --git a/clic/clusters/v2.3.0/pyg-clic_20250306_105311_290722/overridden_config.yaml b/clic/clusters/v2.3.0/pyg-clic_20250306_105311_290722/overridden_config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..d6e5e742ec44c875292accc7c1c652292c9a848e --- /dev/null +++ b/clic/clusters/v2.3.0/pyg-clic_20250306_105311_290722/overridden_config.yaml @@ -0,0 +1,225 @@ +checkpoint_freq: 1 +comet: true +comet_name: particleflow-pt +comet_offline: false +comet_step_freq: 100 +conv_type: attention +data_dir: /scratch/persistent/joosep/tensorflow_datasets +dataset: clic +dtype: bfloat16 +enabled_test_datasets: +- clic_edm_qq_pf +finetune: null +gpu_batch_multiplier: 256 +gpus: 1 +load: null +lr: 0.0001 +lr_schedule: cosinedecay +lr_schedule_config: + onecycle: + pct_start: 0.3 +make_plots: null +model: + attention: + activation: relu + attention_type: flash + conv_type: attention + dropout_conv_id_ff: 0.0 + dropout_conv_id_mha: 0.0 + dropout_conv_reg_ff: 0.0 + dropout_conv_reg_mha: 0.0 + dropout_ff: 0.0 + head_dim: 32 + num_convs: 3 + num_heads: 32 + use_pre_layernorm: true + cos_phi_mode: linear + energy_mode: direct-elemtype-split + eta_mode: linear + gnn_lsh: + activation: elu + bin_size: 32 + conv_type: gnn_lsh + distance_dim: 128 + embedding_dim: 1024 + ffn_dist_hidden_dim: 128 + ffn_dist_num_layers: 2 + layernorm: true + max_num_bins: 200 + num_convs: 3 + num_node_messages: 2 + width: 1024 + input_encoding: split + learned_representation_mode: last + mamba: + activation: elu + conv_type: mamba + d_conv: 4 + d_state: 16 + dropout: 0.0 + embedding_dim: 128 + expand: 2 + num_convs: 2 + num_heads: 2 + width: 128 + pt_mode: direct-elemtype-split + sin_phi_mode: linear + trainable: all +ntest: 2000 +ntrain: null +num_epochs: 10 +num_workers: 8 +nvalid: null +patience: 20 +prefetch_factor: 100 +raytune: + asha: + brackets: 1 + grace_period: 10 + max_t: 200 + reduction_factor: 4 + default_metric: val_loss + default_mode: min + hyperband: + max_t: 200 + reduction_factor: 4 + hyperopt: + n_random_steps: 10 + local_dir: null + nevergrad: + n_random_steps: 10 + sched: null + search_alg: null +save_attention: true +sort_data: false +test: null +test_dataset: + clic_edm_qq_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ttbar_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ww_fullhad_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 +train: true +train_dataset: + clic: + 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/dev/null +++ b/clic/clusters/v2.3.0/pyg-clic_20250306_105311_290722/test-config.yaml @@ -0,0 +1,227 @@ +checkpoint_freq: null +comet: false +comet_name: particleflow-pt +comet_offline: false +comet_step_freq: 100 +conv_type: attention +data_dir: /scratch/persistent/joosep/tensorflow_datasets +dataset: clic +dtype: bfloat16 +enabled_test_datasets: +- clic_edm_qq_pf +- clic_edm_ttbar_pf +- clic_edm_ww_fullhad_pf +finetune: null +gpu_batch_multiplier: 100 +gpus: 1 +load: experiments/pyg-clic_20250306_105311_290722/checkpoints/checkpoint-10-1.934364.pth +lr: 0.0001 +lr_schedule: cosinedecay +lr_schedule_config: + onecycle: + pct_start: 0.3 +make_plots: true +model: + attention: + activation: relu + attention_type: flash + conv_type: attention + dropout_conv_id_ff: 0.0 + dropout_conv_id_mha: 0.0 + dropout_conv_reg_ff: 0.0 + dropout_conv_reg_mha: 0.0 + dropout_ff: 0.0 + head_dim: 32 + num_convs: 3 + num_heads: 32 + use_pre_layernorm: true + cos_phi_mode: linear + energy_mode: direct-elemtype-split + eta_mode: linear + gnn_lsh: + activation: elu + bin_size: 32 + conv_type: gnn_lsh + distance_dim: 128 + embedding_dim: 1024 + ffn_dist_hidden_dim: 128 + ffn_dist_num_layers: 2 + layernorm: true + max_num_bins: 200 + num_convs: 3 + num_node_messages: 2 + width: 1024 + input_encoding: split + learned_representation_mode: last + mamba: + activation: elu + conv_type: mamba + d_conv: 4 + d_state: 16 + dropout: 0.0 + embedding_dim: 128 + expand: 2 + num_convs: 2 + num_heads: 2 + width: 128 + pt_mode: direct-elemtype-split + sin_phi_mode: linear + trainable: all +ntest: 5000 +ntrain: null +num_epochs: 10 +num_workers: 0 +nvalid: null +patience: 20 +prefetch_factor: null +raytune: + asha: + brackets: 1 + grace_period: 10 + max_t: 200 + reduction_factor: 4 + default_metric: val_loss + default_mode: min + hyperband: + max_t: 200 + reduction_factor: 4 + hyperopt: + n_random_steps: 10 + local_dir: null + nevergrad: + n_random_steps: 10 + sched: null + search_alg: null +save_attention: true +sort_data: false +test: true +test_dataset: + clic_edm_qq_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ttbar_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ww_fullhad_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 +train: null +train_dataset: + clic: + physical: + batch_size: 1 + samples: + clic_edm_qq_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ttbar_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ww_fullhad_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 +val_freq: null +valid_dataset: + clic: + physical: + batch_size: 1 + samples: + clic_edm_qq_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ttbar_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ww_fullhad_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 diff --git a/clic/clusters/v2.3.0/pyg-clic_20250306_105311_290722/test.log b/clic/clusters/v2.3.0/pyg-clic_20250306_105311_290722/test.log new file mode 100644 index 0000000000000000000000000000000000000000..e87f73d9b05ea5fe00dbc74846bc2c58182b7661 --- /dev/null +++ b/clic/clusters/v2.3.0/pyg-clic_20250306_105311_290722/test.log @@ -0,0 +1,940 @@ +[2025-03-13 09:28:59,234] INFO: Will use cpu +[2025-03-13 09:28:59,236] INFO: configured dtype=torch.bfloat16 for autocast +[2025-03-13 09:28:59,236] INFO: configured dtype=torch.bfloat16 for autocast +[2025-03-13 09:28:59,323] INFO: layer conv_id_0 using attention_type=flash +[2025-03-13 09:28:59,323] INFO: layer conv_id_0 using attention_type=flash +[2025-03-13 09:28:59,359] INFO: layer conv_reg_0 using attention_type=flash +[2025-03-13 09:28:59,359] INFO: layer conv_reg_0 using attention_type=flash +[2025-03-13 09:28:59,394] INFO: layer conv_id_1 using attention_type=flash +[2025-03-13 09:28:59,394] INFO: layer conv_id_1 using attention_type=flash +[2025-03-13 09:28:59,430] INFO: layer conv_reg_1 using attention_type=flash +[2025-03-13 09:28:59,430] INFO: layer conv_reg_1 using attention_type=flash +[2025-03-13 09:28:59,465] INFO: layer conv_id_2 using attention_type=flash +[2025-03-13 09:28:59,465] INFO: layer conv_id_2 using attention_type=flash +[2025-03-13 09:28:59,500] INFO: layer conv_reg_2 using attention_type=flash +[2025-03-13 09:28:59,500] INFO: layer conv_reg_2 using attention_type=flash +[2025-03-13 09:32:02,667] INFO: Will use single-gpu: NVIDIA A100 80GB PCIe MIG 1g.10gb +[2025-03-13 09:32:02,669] INFO: configured dtype=torch.bfloat16 for autocast +[2025-03-13 09:32:02,669] INFO: configured dtype=torch.bfloat16 for autocast +[2025-03-13 09:32:02,670] INFO: model_kwargs: {'input_dim': 17, 'num_classes': 6, 'input_encoding': 'split', 'pt_mode': 'direct-elemtype-split', 'eta_mode': 'linear', 'sin_phi_mode': 'linear', 'cos_phi_mode': 'linear', 'energy_mode': 'direct-elemtype-split', 'elemtypes_nonzero': [1, 2], 'learned_representation_mode': 'last', 'conv_type': 'attention', 'num_convs': 3, 'dropout_ff': 0.0, 'dropout_conv_id_mha': 0.0, 'dropout_conv_id_ff': 0.0, 'dropout_conv_reg_mha': 0.0, 'dropout_conv_reg_ff': 0.0, 'activation': 'relu', 'head_dim': 32, 'num_heads': 32, 'attention_type': 'flash', 'use_pre_layernorm': True} +[2025-03-13 09:32:02,670] INFO: model_kwargs: {'input_dim': 17, 'num_classes': 6, 'input_encoding': 'split', 'pt_mode': 'direct-elemtype-split', 'eta_mode': 'linear', 'sin_phi_mode': 'linear', 'cos_phi_mode': 'linear', 'energy_mode': 'direct-elemtype-split', 'elemtypes_nonzero': [1, 2], 'learned_representation_mode': 'last', 'conv_type': 'attention', 'num_convs': 3, 'dropout_ff': 0.0, 'dropout_conv_id_mha': 0.0, 'dropout_conv_id_ff': 0.0, 'dropout_conv_reg_mha': 0.0, 'dropout_conv_reg_ff': 0.0, 'activation': 'relu', 'head_dim': 32, 'num_heads': 32, 'attention_type': 'flash', 'use_pre_layernorm': True} +[2025-03-13 09:32:02,756] INFO: layer conv_id_0 using attention_type=flash +[2025-03-13 09:32:02,756] INFO: layer conv_id_0 using attention_type=flash +[2025-03-13 09:32:02,788] INFO: layer conv_reg_0 using attention_type=flash +[2025-03-13 09:32:02,788] INFO: layer conv_reg_0 using attention_type=flash +[2025-03-13 09:32:02,820] INFO: layer conv_id_1 using attention_type=flash +[2025-03-13 09:32:02,820] INFO: layer conv_id_1 using attention_type=flash +[2025-03-13 09:32:02,852] INFO: layer conv_reg_1 using attention_type=flash +[2025-03-13 09:32:02,852] INFO: layer conv_reg_1 using attention_type=flash +[2025-03-13 09:32:02,884] INFO: layer conv_id_2 using attention_type=flash +[2025-03-13 09:32:02,884] INFO: layer conv_id_2 using attention_type=flash +[2025-03-13 09:32:02,915] INFO: layer conv_reg_2 using attention_type=flash +[2025-03-13 09:32:02,915] INFO: layer conv_reg_2 using attention_type=flash +[2025-03-13 09:32:03,611] INFO: Loaded model weights from experiments/pyg-clic_20250306_105311_290722/checkpoints/checkpoint-10-1.934364.pth +[2025-03-13 09:32:03,611] INFO: Loaded model weights from experiments/pyg-clic_20250306_105311_290722/checkpoints/checkpoint-10-1.934364.pth +[2025-03-13 09:32:03,670] INFO: MLPF( + (nn0_id): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=17, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1024, bias=True) + ) + ) + (nn0_reg): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=17, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1024, bias=True) + ) + ) + (conv_id): ModuleList( + (0-2): 3 x PreLnSelfAttentionLayer( + (mha): MultiheadAttention( + (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) + ) + (norm0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (norm1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (seq): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): Linear(in_features=1024, out_features=1024, bias=True) + (3): ReLU() + ) + (dropout): Dropout(p=0.0, inplace=False) + ) + ) + (conv_reg): ModuleList( + (0-2): 3 x PreLnSelfAttentionLayer( + (mha): MultiheadAttention( + (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) + ) + (norm0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (norm1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (seq): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): Linear(in_features=1024, out_features=1024, bias=True) + (3): ReLU() + ) + (dropout): Dropout(p=0.0, inplace=False) + ) + ) + (nn_binary_particle): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + (nn_pid): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=6, bias=True) + ) + (nn_pu): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1, bias=True) + ) + (nn_pt): RegressionOutput( + (nn): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1, bias=True) + ) + ) + ) + (nn_eta): RegressionOutput( + (nn): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + ) + (nn_sin_phi): RegressionOutput( + (nn): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + ) + (nn_cos_phi): RegressionOutput( + (nn): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + ) + (nn_energy): RegressionOutput( + (nn): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1, bias=True) + ) + ) + ) + (final_norm_id): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (final_norm_reg): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) +) +[2025-03-13 09:32:03,670] INFO: MLPF( + (nn0_id): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=17, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1024, bias=True) + ) + ) + (nn0_reg): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=17, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1024, bias=True) + ) + ) + (conv_id): ModuleList( + (0-2): 3 x PreLnSelfAttentionLayer( + (mha): MultiheadAttention( + (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) + ) + (norm0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (norm1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (seq): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): Linear(in_features=1024, out_features=1024, bias=True) + (3): ReLU() + ) + (dropout): Dropout(p=0.0, inplace=False) + ) + ) + (conv_reg): ModuleList( + (0-2): 3 x PreLnSelfAttentionLayer( + (mha): MultiheadAttention( + (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) + ) + (norm0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (norm1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (seq): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): Linear(in_features=1024, out_features=1024, bias=True) + (3): ReLU() + ) + (dropout): Dropout(p=0.0, inplace=False) + ) + ) + (nn_binary_particle): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + (nn_pid): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=6, bias=True) + ) + (nn_pu): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1, bias=True) + ) + (nn_pt): RegressionOutput( + (nn): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1, bias=True) + ) + ) + ) + (nn_eta): RegressionOutput( + (nn): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + ) + (nn_sin_phi): RegressionOutput( + (nn): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + ) + (nn_cos_phi): RegressionOutput( + (nn): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + ) + (nn_energy): RegressionOutput( + (nn): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1, bias=True) + ) + ) + ) + (final_norm_id): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (final_norm_reg): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) +) +[2025-03-13 09:32:03,671] INFO: Trainable parameters: 52630547 +[2025-03-13 09:32:03,671] INFO: Trainable parameters: 52630547 +[2025-03-13 09:32:03,671] INFO: Non-trainable parameters: 0 +[2025-03-13 09:32:03,671] INFO: Non-trainable parameters: 0 +[2025-03-13 09:32:03,671] INFO: Total parameters: 52630547 +[2025-03-13 09:32:03,671] INFO: Total parameters: 52630547 +[2025-03-13 09:32:03,673] INFO: Modules Trainable parameters Non-trainable parameters + nn0_id.0.0.weight 17408 0 + nn0_id.0.0.bias 1024 0 + nn0_id.0.2.weight 1024 0 + nn0_id.0.2.bias 1024 0 + nn0_id.0.4.weight 1048576 0 + nn0_id.0.4.bias 1024 0 + nn0_id.1.0.weight 17408 0 + nn0_id.1.0.bias 1024 0 + nn0_id.1.2.weight 1024 0 + nn0_id.1.2.bias 1024 0 + nn0_id.1.4.weight 1048576 0 + nn0_id.1.4.bias 1024 0 + nn0_reg.0.0.weight 17408 0 + nn0_reg.0.0.bias 1024 0 + nn0_reg.0.2.weight 1024 0 + nn0_reg.0.2.bias 1024 0 + nn0_reg.0.4.weight 1048576 0 + nn0_reg.0.4.bias 1024 0 + nn0_reg.1.0.weight 17408 0 + nn0_reg.1.0.bias 1024 0 + nn0_reg.1.2.weight 1024 0 + nn0_reg.1.2.bias 1024 0 + nn0_reg.1.4.weight 1048576 0 + nn0_reg.1.4.bias 1024 0 + conv_id.0.mha.in_proj_weight 3145728 0 + conv_id.0.mha.in_proj_bias 3072 0 + conv_id.0.mha.out_proj.weight 1048576 0 + conv_id.0.mha.out_proj.bias 1024 0 + conv_id.0.norm0.weight 1024 0 + conv_id.0.norm0.bias 1024 0 + conv_id.0.norm1.weight 1024 0 + conv_id.0.norm1.bias 1024 0 + conv_id.0.seq.0.weight 1048576 0 + conv_id.0.seq.0.bias 1024 0 + conv_id.0.seq.2.weight 1048576 0 + conv_id.0.seq.2.bias 1024 0 + conv_id.1.mha.in_proj_weight 3145728 0 + conv_id.1.mha.in_proj_bias 3072 0 + conv_id.1.mha.out_proj.weight 1048576 0 + conv_id.1.mha.out_proj.bias 1024 0 + conv_id.1.norm0.weight 1024 0 + conv_id.1.norm0.bias 1024 0 + conv_id.1.norm1.weight 1024 0 + conv_id.1.norm1.bias 1024 0 + conv_id.1.seq.0.weight 1048576 0 + conv_id.1.seq.0.bias 1024 0 + conv_id.1.seq.2.weight 1048576 0 + conv_id.1.seq.2.bias 1024 0 + conv_id.2.mha.in_proj_weight 3145728 0 + conv_id.2.mha.in_proj_bias 3072 0 + conv_id.2.mha.out_proj.weight 1048576 0 + conv_id.2.mha.out_proj.bias 1024 0 + conv_id.2.norm0.weight 1024 0 + conv_id.2.norm0.bias 1024 0 + conv_id.2.norm1.weight 1024 0 + conv_id.2.norm1.bias 1024 0 + conv_id.2.seq.0.weight 1048576 0 + conv_id.2.seq.0.bias 1024 0 + conv_id.2.seq.2.weight 1048576 0 + conv_id.2.seq.2.bias 1024 0 + conv_reg.0.mha.in_proj_weight 3145728 0 + conv_reg.0.mha.in_proj_bias 3072 0 +conv_reg.0.mha.out_proj.weight 1048576 0 + conv_reg.0.mha.out_proj.bias 1024 0 + conv_reg.0.norm0.weight 1024 0 + conv_reg.0.norm0.bias 1024 0 + conv_reg.0.norm1.weight 1024 0 + conv_reg.0.norm1.bias 1024 0 + conv_reg.0.seq.0.weight 1048576 0 + conv_reg.0.seq.0.bias 1024 0 + conv_reg.0.seq.2.weight 1048576 0 + conv_reg.0.seq.2.bias 1024 0 + conv_reg.1.mha.in_proj_weight 3145728 0 + conv_reg.1.mha.in_proj_bias 3072 0 +conv_reg.1.mha.out_proj.weight 1048576 0 + conv_reg.1.mha.out_proj.bias 1024 0 + conv_reg.1.norm0.weight 1024 0 + conv_reg.1.norm0.bias 1024 0 + conv_reg.1.norm1.weight 1024 0 + conv_reg.1.norm1.bias 1024 0 + conv_reg.1.seq.0.weight 1048576 0 + conv_reg.1.seq.0.bias 1024 0 + conv_reg.1.seq.2.weight 1048576 0 + conv_reg.1.seq.2.bias 1024 0 + conv_reg.2.mha.in_proj_weight 3145728 0 + conv_reg.2.mha.in_proj_bias 3072 0 +conv_reg.2.mha.out_proj.weight 1048576 0 + conv_reg.2.mha.out_proj.bias 1024 0 + conv_reg.2.norm0.weight 1024 0 + conv_reg.2.norm0.bias 1024 0 + conv_reg.2.norm1.weight 1024 0 + conv_reg.2.norm1.bias 1024 0 + conv_reg.2.seq.0.weight 1048576 0 + conv_reg.2.seq.0.bias 1024 0 + conv_reg.2.seq.2.weight 1048576 0 + conv_reg.2.seq.2.bias 1024 0 + nn_binary_particle.0.weight 1048576 0 + nn_binary_particle.0.bias 1024 0 + nn_binary_particle.2.weight 1024 0 + nn_binary_particle.2.bias 1024 0 + nn_binary_particle.4.weight 2048 0 + nn_binary_particle.4.bias 2 0 + nn_pid.0.weight 1048576 0 + nn_pid.0.bias 1024 0 + nn_pid.2.weight 1024 0 + nn_pid.2.bias 1024 0 + nn_pid.4.weight 6144 0 + nn_pid.4.bias 6 0 + nn_pu.0.weight 1048576 0 + nn_pu.0.bias 1024 0 + nn_pu.2.weight 1024 0 + nn_pu.2.bias 1024 0 + nn_pu.4.weight 1024 0 + nn_pu.4.bias 1 0 + nn_pt.nn.0.0.weight 1048576 0 + nn_pt.nn.0.0.bias 1024 0 + nn_pt.nn.0.2.weight 1024 0 + nn_pt.nn.0.2.bias 1024 0 + nn_pt.nn.0.4.weight 1024 0 + nn_pt.nn.0.4.bias 1 0 + nn_pt.nn.1.0.weight 1048576 0 + nn_pt.nn.1.0.bias 1024 0 + nn_pt.nn.1.2.weight 1024 0 + nn_pt.nn.1.2.bias 1024 0 + nn_pt.nn.1.4.weight 1024 0 + nn_pt.nn.1.4.bias 1 0 + nn_eta.nn.0.weight 1048576 0 + nn_eta.nn.0.bias 1024 0 + nn_eta.nn.2.weight 1024 0 + nn_eta.nn.2.bias 1024 0 + nn_eta.nn.4.weight 2048 0 + nn_eta.nn.4.bias 2 0 + nn_sin_phi.nn.0.weight 1048576 0 + nn_sin_phi.nn.0.bias 1024 0 + nn_sin_phi.nn.2.weight 1024 0 + nn_sin_phi.nn.2.bias 1024 0 + nn_sin_phi.nn.4.weight 2048 0 + nn_sin_phi.nn.4.bias 2 0 + nn_cos_phi.nn.0.weight 1048576 0 + nn_cos_phi.nn.0.bias 1024 0 + nn_cos_phi.nn.2.weight 1024 0 + nn_cos_phi.nn.2.bias 1024 0 + nn_cos_phi.nn.4.weight 2048 0 + nn_cos_phi.nn.4.bias 2 0 + nn_energy.nn.0.0.weight 1048576 0 + nn_energy.nn.0.0.bias 1024 0 + nn_energy.nn.0.2.weight 1024 0 + nn_energy.nn.0.2.bias 1024 0 + nn_energy.nn.0.4.weight 1024 0 + nn_energy.nn.0.4.bias 1 0 + nn_energy.nn.1.0.weight 1048576 0 + nn_energy.nn.1.0.bias 1024 0 + nn_energy.nn.1.2.weight 1024 0 + nn_energy.nn.1.2.bias 1024 0 + nn_energy.nn.1.4.weight 1024 0 + nn_energy.nn.1.4.bias 1 0 + final_norm_id.weight 1024 0 + final_norm_id.bias 1024 0 + final_norm_reg.weight 1024 0 + final_norm_reg.bias 1024 0 +[2025-03-13 09:32:03,673] INFO: Modules Trainable parameters Non-trainable parameters + nn0_id.0.0.weight 17408 0 + nn0_id.0.0.bias 1024 0 + nn0_id.0.2.weight 1024 0 + nn0_id.0.2.bias 1024 0 + nn0_id.0.4.weight 1048576 0 + nn0_id.0.4.bias 1024 0 + nn0_id.1.0.weight 17408 0 + nn0_id.1.0.bias 1024 0 + nn0_id.1.2.weight 1024 0 + nn0_id.1.2.bias 1024 0 + nn0_id.1.4.weight 1048576 0 + nn0_id.1.4.bias 1024 0 + nn0_reg.0.0.weight 17408 0 + nn0_reg.0.0.bias 1024 0 + nn0_reg.0.2.weight 1024 0 + nn0_reg.0.2.bias 1024 0 + nn0_reg.0.4.weight 1048576 0 + nn0_reg.0.4.bias 1024 0 + nn0_reg.1.0.weight 17408 0 + nn0_reg.1.0.bias 1024 0 + nn0_reg.1.2.weight 1024 0 + nn0_reg.1.2.bias 1024 0 + nn0_reg.1.4.weight 1048576 0 + nn0_reg.1.4.bias 1024 0 + conv_id.0.mha.in_proj_weight 3145728 0 + conv_id.0.mha.in_proj_bias 3072 0 + conv_id.0.mha.out_proj.weight 1048576 0 + conv_id.0.mha.out_proj.bias 1024 0 + conv_id.0.norm0.weight 1024 0 + conv_id.0.norm0.bias 1024 0 + conv_id.0.norm1.weight 1024 0 + conv_id.0.norm1.bias 1024 0 + conv_id.0.seq.0.weight 1048576 0 + conv_id.0.seq.0.bias 1024 0 + conv_id.0.seq.2.weight 1048576 0 + conv_id.0.seq.2.bias 1024 0 + conv_id.1.mha.in_proj_weight 3145728 0 + conv_id.1.mha.in_proj_bias 3072 0 + conv_id.1.mha.out_proj.weight 1048576 0 + conv_id.1.mha.out_proj.bias 1024 0 + conv_id.1.norm0.weight 1024 0 + conv_id.1.norm0.bias 1024 0 + conv_id.1.norm1.weight 1024 0 + conv_id.1.norm1.bias 1024 0 + conv_id.1.seq.0.weight 1048576 0 + conv_id.1.seq.0.bias 1024 0 + conv_id.1.seq.2.weight 1048576 0 + conv_id.1.seq.2.bias 1024 0 + conv_id.2.mha.in_proj_weight 3145728 0 + conv_id.2.mha.in_proj_bias 3072 0 + conv_id.2.mha.out_proj.weight 1048576 0 + conv_id.2.mha.out_proj.bias 1024 0 + conv_id.2.norm0.weight 1024 0 + conv_id.2.norm0.bias 1024 0 + conv_id.2.norm1.weight 1024 0 + conv_id.2.norm1.bias 1024 0 + conv_id.2.seq.0.weight 1048576 0 + conv_id.2.seq.0.bias 1024 0 + conv_id.2.seq.2.weight 1048576 0 + conv_id.2.seq.2.bias 1024 0 + conv_reg.0.mha.in_proj_weight 3145728 0 + conv_reg.0.mha.in_proj_bias 3072 0 +conv_reg.0.mha.out_proj.weight 1048576 0 + conv_reg.0.mha.out_proj.bias 1024 0 + conv_reg.0.norm0.weight 1024 0 + conv_reg.0.norm0.bias 1024 0 + conv_reg.0.norm1.weight 1024 0 + conv_reg.0.norm1.bias 1024 0 + conv_reg.0.seq.0.weight 1048576 0 + conv_reg.0.seq.0.bias 1024 0 + conv_reg.0.seq.2.weight 1048576 0 + conv_reg.0.seq.2.bias 1024 0 + conv_reg.1.mha.in_proj_weight 3145728 0 + conv_reg.1.mha.in_proj_bias 3072 0 +conv_reg.1.mha.out_proj.weight 1048576 0 + conv_reg.1.mha.out_proj.bias 1024 0 + conv_reg.1.norm0.weight 1024 0 + conv_reg.1.norm0.bias 1024 0 + conv_reg.1.norm1.weight 1024 0 + conv_reg.1.norm1.bias 1024 0 + conv_reg.1.seq.0.weight 1048576 0 + conv_reg.1.seq.0.bias 1024 0 + conv_reg.1.seq.2.weight 1048576 0 + conv_reg.1.seq.2.bias 1024 0 + conv_reg.2.mha.in_proj_weight 3145728 0 + conv_reg.2.mha.in_proj_bias 3072 0 +conv_reg.2.mha.out_proj.weight 1048576 0 + conv_reg.2.mha.out_proj.bias 1024 0 + conv_reg.2.norm0.weight 1024 0 + conv_reg.2.norm0.bias 1024 0 + conv_reg.2.norm1.weight 1024 0 + conv_reg.2.norm1.bias 1024 0 + conv_reg.2.seq.0.weight 1048576 0 + conv_reg.2.seq.0.bias 1024 0 + conv_reg.2.seq.2.weight 1048576 0 + conv_reg.2.seq.2.bias 1024 0 + nn_binary_particle.0.weight 1048576 0 + nn_binary_particle.0.bias 1024 0 + nn_binary_particle.2.weight 1024 0 + nn_binary_particle.2.bias 1024 0 + nn_binary_particle.4.weight 2048 0 + nn_binary_particle.4.bias 2 0 + nn_pid.0.weight 1048576 0 + nn_pid.0.bias 1024 0 + nn_pid.2.weight 1024 0 + nn_pid.2.bias 1024 0 + nn_pid.4.weight 6144 0 + nn_pid.4.bias 6 0 + nn_pu.0.weight 1048576 0 + nn_pu.0.bias 1024 0 + nn_pu.2.weight 1024 0 + nn_pu.2.bias 1024 0 + nn_pu.4.weight 1024 0 + nn_pu.4.bias 1 0 + nn_pt.nn.0.0.weight 1048576 0 + nn_pt.nn.0.0.bias 1024 0 + nn_pt.nn.0.2.weight 1024 0 + nn_pt.nn.0.2.bias 1024 0 + nn_pt.nn.0.4.weight 1024 0 + nn_pt.nn.0.4.bias 1 0 + nn_pt.nn.1.0.weight 1048576 0 + nn_pt.nn.1.0.bias 1024 0 + nn_pt.nn.1.2.weight 1024 0 + nn_pt.nn.1.2.bias 1024 0 + nn_pt.nn.1.4.weight 1024 0 + nn_pt.nn.1.4.bias 1 0 + nn_eta.nn.0.weight 1048576 0 + nn_eta.nn.0.bias 1024 0 + nn_eta.nn.2.weight 1024 0 + nn_eta.nn.2.bias 1024 0 + nn_eta.nn.4.weight 2048 0 + nn_eta.nn.4.bias 2 0 + nn_sin_phi.nn.0.weight 1048576 0 + nn_sin_phi.nn.0.bias 1024 0 + nn_sin_phi.nn.2.weight 1024 0 + nn_sin_phi.nn.2.bias 1024 0 + nn_sin_phi.nn.4.weight 2048 0 + nn_sin_phi.nn.4.bias 2 0 + nn_cos_phi.nn.0.weight 1048576 0 + nn_cos_phi.nn.0.bias 1024 0 + nn_cos_phi.nn.2.weight 1024 0 + nn_cos_phi.nn.2.bias 1024 0 + nn_cos_phi.nn.4.weight 2048 0 + nn_cos_phi.nn.4.bias 2 0 + nn_energy.nn.0.0.weight 1048576 0 + nn_energy.nn.0.0.bias 1024 0 + nn_energy.nn.0.2.weight 1024 0 + nn_energy.nn.0.2.bias 1024 0 + nn_energy.nn.0.4.weight 1024 0 + nn_energy.nn.0.4.bias 1 0 + nn_energy.nn.1.0.weight 1048576 0 + nn_energy.nn.1.0.bias 1024 0 + nn_energy.nn.1.2.weight 1024 0 + nn_energy.nn.1.2.bias 1024 0 + nn_energy.nn.1.4.weight 1024 0 + nn_energy.nn.1.4.bias 1 0 + final_norm_id.weight 1024 0 + final_norm_id.bias 1024 0 + final_norm_reg.weight 1024 0 + final_norm_reg.bias 1024 0 +[2025-03-13 09:32:03,673] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-13 09:32:03,673] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-13 09:32:03,976] INFO: test_dataset: clic_edm_qq_pf, 5000 +[2025-03-13 09:32:03,976] INFO: test_dataset: clic_edm_qq_pf, 5000 +[2025-03-13 09:32:03,987] INFO: Running predictions on clic_edm_qq_pf +[2025-03-13 09:32:03,987] INFO: Running predictions on clic_edm_qq_pf +[2025-03-13 09:32:06,512] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_0.parquet +[2025-03-13 09:32:06,512] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_0.parquet +[2025-03-13 09:32:07,006] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_1.parquet +[2025-03-13 09:32:07,006] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_1.parquet +[2025-03-13 09:32:07,556] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_2.parquet +[2025-03-13 09:32:07,556] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_2.parquet +[2025-03-13 09:32:08,091] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_3.parquet +[2025-03-13 09:32:08,091] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_3.parquet +[2025-03-13 09:32:08,610] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_4.parquet +[2025-03-13 09:32:08,610] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_4.parquet +[2025-03-13 09:32:09,152] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_5.parquet +[2025-03-13 09:32:09,152] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_5.parquet +[2025-03-13 09:32:09,708] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_6.parquet +[2025-03-13 09:32:09,708] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_6.parquet +[2025-03-13 09:32:10,290] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_7.parquet +[2025-03-13 09:32:10,290] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_7.parquet +[2025-03-13 09:32:10,839] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_8.parquet +[2025-03-13 09:32:10,839] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_8.parquet +[2025-03-13 09:32:11,356] INFO: Saved predictions at 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experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_12.parquet +[2025-03-13 09:32:12,844] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_12.parquet +[2025-03-13 09:32:13,384] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_13.parquet +[2025-03-13 09:32:13,384] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_13.parquet +[2025-03-13 09:32:13,901] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_14.parquet +[2025-03-13 09:32:13,901] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_14.parquet +[2025-03-13 09:32:14,412] INFO: Saved predictions at 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experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_48.parquet +[2025-03-13 09:32:31,877] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_48.parquet +[2025-03-13 09:32:32,470] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_49.parquet +[2025-03-13 09:32:32,470] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_qq_pf/pred_0_49.parquet +[2025-03-13 09:32:32,471] INFO: Time taken to make predictions on device 0 is: 0.47 min +[2025-03-13 09:32:32,471] INFO: Time taken to make predictions on device 0 is: 0.47 min +[2025-03-13 09:32:32,472] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-13 09:32:32,472] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-13 09:32:32,667] INFO: test_dataset: clic_edm_ttbar_pf, 5000 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experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_ttbar_pf/pred_0_47.parquet +[2025-03-13 09:33:05,552] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_ttbar_pf/pred_0_47.parquet +[2025-03-13 09:33:06,204] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_ttbar_pf/pred_0_48.parquet +[2025-03-13 09:33:06,204] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_ttbar_pf/pred_0_48.parquet +[2025-03-13 09:33:06,886] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_ttbar_pf/pred_0_49.parquet +[2025-03-13 09:33:06,886] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_ttbar_pf/pred_0_49.parquet +[2025-03-13 09:33:06,896] INFO: Time taken to make predictions on device 0 is: 0.57 min +[2025-03-13 09:33:06,896] INFO: Time taken to make predictions on device 0 is: 0.57 min +[2025-03-13 09:33:06,898] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-13 09:33:06,898] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-13 09:33:07,102] INFO: test_dataset: clic_edm_ww_fullhad_pf, 5000 +[2025-03-13 09:33:07,102] INFO: test_dataset: clic_edm_ww_fullhad_pf, 5000 +[2025-03-13 09:33:07,107] INFO: Running predictions on clic_edm_ww_fullhad_pf +[2025-03-13 09:33:07,107] INFO: Running predictions on clic_edm_ww_fullhad_pf +[2025-03-13 09:33:08,046] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_ww_fullhad_pf/pred_0_0.parquet +[2025-03-13 09:33:08,046] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_ww_fullhad_pf/pred_0_0.parquet +[2025-03-13 09:33:08,599] INFO: Saved predictions at 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experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_ww_fullhad_pf/pred_0_47.parquet +[2025-03-13 09:33:34,927] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_ww_fullhad_pf/pred_0_48.parquet +[2025-03-13 09:33:34,927] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_ww_fullhad_pf/pred_0_48.parquet +[2025-03-13 09:33:35,478] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_ww_fullhad_pf/pred_0_49.parquet +[2025-03-13 09:33:35,478] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_checkpoint-10-1.934364/clic_edm_ww_fullhad_pf/pred_0_49.parquet +[2025-03-13 09:33:35,486] INFO: Time taken to make predictions on device 0 is: 0.47 min +[2025-03-13 09:33:35,486] INFO: Time taken to make predictions on device 0 is: 0.47 min +[2025-03-13 09:33:35,488] INFO: Plotting distributions for clic_edm_qq_pf +[2025-03-13 09:33:35,488] INFO: Plotting distributions for clic_edm_qq_pf +[2025-03-13 09:34:16,669] INFO: Plotting distributions for clic_edm_ttbar_pf +[2025-03-13 09:34:16,669] INFO: Plotting distributions for clic_edm_ttbar_pf +[2025-03-13 09:34:59,141] INFO: Plotting distributions for clic_edm_ww_fullhad_pf +[2025-03-13 09:34:59,141] INFO: Plotting distributions for clic_edm_ww_fullhad_pf diff --git a/clic/clusters/v2.3.0/pyg-clic_20250306_105311_290722/train-config.yaml b/clic/clusters/v2.3.0/pyg-clic_20250306_105311_290722/train-config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..d6e5e742ec44c875292accc7c1c652292c9a848e --- /dev/null +++ b/clic/clusters/v2.3.0/pyg-clic_20250306_105311_290722/train-config.yaml @@ -0,0 +1,225 @@ +checkpoint_freq: 1 +comet: true +comet_name: particleflow-pt +comet_offline: false +comet_step_freq: 100 +conv_type: attention +data_dir: /scratch/persistent/joosep/tensorflow_datasets +dataset: clic +dtype: bfloat16 +enabled_test_datasets: +- clic_edm_qq_pf +finetune: null +gpu_batch_multiplier: 256 +gpus: 1 +load: null +lr: 0.0001 +lr_schedule: cosinedecay +lr_schedule_config: + onecycle: + pct_start: 0.3 +make_plots: null +model: + attention: + activation: relu + attention_type: flash + conv_type: attention + dropout_conv_id_ff: 0.0 + dropout_conv_id_mha: 0.0 + dropout_conv_reg_ff: 0.0 + dropout_conv_reg_mha: 0.0 + dropout_ff: 0.0 + head_dim: 32 + num_convs: 3 + num_heads: 32 + use_pre_layernorm: true + cos_phi_mode: linear + energy_mode: direct-elemtype-split + eta_mode: linear + gnn_lsh: + activation: elu + bin_size: 32 + conv_type: gnn_lsh + distance_dim: 128 + embedding_dim: 1024 + ffn_dist_hidden_dim: 128 + ffn_dist_num_layers: 2 + layernorm: true + max_num_bins: 200 + num_convs: 3 + num_node_messages: 2 + width: 1024 + input_encoding: split + learned_representation_mode: last + mamba: + activation: elu + conv_type: mamba + d_conv: 4 + d_state: 16 + dropout: 0.0 + embedding_dim: 128 + expand: 2 + num_convs: 2 + num_heads: 2 + width: 128 + pt_mode: direct-elemtype-split + sin_phi_mode: linear + trainable: all +ntest: 2000 +ntrain: null +num_epochs: 10 +num_workers: 8 +nvalid: null +patience: 20 +prefetch_factor: 100 +raytune: + asha: + brackets: 1 + grace_period: 10 + max_t: 200 + reduction_factor: 4 + default_metric: val_loss + default_mode: min + hyperband: + max_t: 200 + reduction_factor: 4 + hyperopt: + n_random_steps: 10 + local_dir: null + nevergrad: + n_random_steps: 10 + sched: null + search_alg: null +save_attention: true +sort_data: false +test: null +test_dataset: + clic_edm_qq_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ttbar_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ww_fullhad_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 +train: true +train_dataset: + clic: + physical: + batch_size: 1 + samples: + clic_edm_qq_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ttbar_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ww_fullhad_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 +val_freq: null +valid_dataset: + clic: + physical: + batch_size: 1 + samples: + clic_edm_qq_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ttbar_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ww_fullhad_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 diff --git a/clic/clusters/v2.3.0/pyg-clic_20250306_105311_290722/train.log b/clic/clusters/v2.3.0/pyg-clic_20250306_105311_290722/train.log new file mode 100644 index 0000000000000000000000000000000000000000..397609fb6e7543e3f3ffd83cae6fc565e62e94c3 --- /dev/null +++ b/clic/clusters/v2.3.0/pyg-clic_20250306_105311_290722/train.log @@ -0,0 +1,977 @@ +[2025-03-06 10:53:11,311] INFO: Will use single-gpu: NVIDIA A100 80GB PCIe +[2025-03-06 10:53:11,311] INFO: configured dtype=torch.bfloat16 for autocast +[2025-03-06 10:53:11,311] INFO: configured dtype=torch.bfloat16 for autocast +[2025-03-06 10:53:11,395] INFO: layer conv_id_0 using attention_type=flash +[2025-03-06 10:53:11,395] INFO: layer conv_id_0 using attention_type=flash +[2025-03-06 10:53:11,427] INFO: layer conv_reg_0 using attention_type=flash +[2025-03-06 10:53:11,427] INFO: layer conv_reg_0 using attention_type=flash +[2025-03-06 10:53:11,458] INFO: layer conv_id_1 using attention_type=flash +[2025-03-06 10:53:11,458] INFO: layer conv_id_1 using attention_type=flash +[2025-03-06 10:53:11,490] INFO: layer conv_reg_1 using attention_type=flash +[2025-03-06 10:53:11,490] INFO: layer conv_reg_1 using attention_type=flash +[2025-03-06 10:53:11,522] INFO: layer conv_id_2 using attention_type=flash +[2025-03-06 10:53:11,522] INFO: layer conv_id_2 using attention_type=flash +[2025-03-06 10:53:11,553] INFO: layer conv_reg_2 using attention_type=flash +[2025-03-06 10:53:11,553] INFO: layer conv_reg_2 using attention_type=flash +[2025-03-06 10:53:11,844] INFO: MLPF( + (nn0_id): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=17, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1024, bias=True) + ) + ) + (nn0_reg): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=17, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1024, bias=True) + ) + ) + (conv_id): ModuleList( + (0-2): 3 x PreLnSelfAttentionLayer( + (mha): MultiheadAttention( + (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) + ) + (norm0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (norm1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (seq): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): Linear(in_features=1024, out_features=1024, bias=True) + (3): ReLU() + ) + (dropout): Dropout(p=0.0, inplace=False) + ) + ) + (conv_reg): ModuleList( + (0-2): 3 x PreLnSelfAttentionLayer( + (mha): MultiheadAttention( + (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) + ) + (norm0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (norm1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (seq): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): Linear(in_features=1024, out_features=1024, bias=True) + (3): ReLU() + ) + (dropout): Dropout(p=0.0, inplace=False) + ) + ) + (nn_binary_particle): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + (nn_pid): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=6, bias=True) + ) + (nn_pu): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1, bias=True) + ) + (nn_pt): RegressionOutput( + (nn): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1, bias=True) + ) + ) + ) + (nn_eta): RegressionOutput( + (nn): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + ) + (nn_sin_phi): RegressionOutput( + (nn): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + ) + (nn_cos_phi): RegressionOutput( + (nn): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + ) + (nn_energy): RegressionOutput( + (nn): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1, bias=True) + ) + ) + ) + (final_norm_id): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (final_norm_reg): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) +) +[2025-03-06 10:53:11,844] INFO: MLPF( + (nn0_id): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=17, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1024, bias=True) + ) + ) + (nn0_reg): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=17, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1024, bias=True) + ) + ) + (conv_id): ModuleList( + (0-2): 3 x PreLnSelfAttentionLayer( + (mha): MultiheadAttention( + (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) + ) + (norm0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (norm1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (seq): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): Linear(in_features=1024, out_features=1024, bias=True) + (3): ReLU() + ) + (dropout): Dropout(p=0.0, inplace=False) + ) + ) + (conv_reg): ModuleList( + (0-2): 3 x PreLnSelfAttentionLayer( + (mha): MultiheadAttention( + (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) + ) + (norm0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (norm1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (seq): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): Linear(in_features=1024, out_features=1024, bias=True) + (3): ReLU() + ) + (dropout): Dropout(p=0.0, inplace=False) + ) + ) + (nn_binary_particle): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + (nn_pid): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=6, bias=True) + ) + (nn_pu): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1, bias=True) + ) + (nn_pt): RegressionOutput( + (nn): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1, bias=True) + ) + ) + ) + (nn_eta): RegressionOutput( + (nn): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + ) + (nn_sin_phi): RegressionOutput( + (nn): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + ) + (nn_cos_phi): RegressionOutput( + (nn): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + ) + (nn_energy): RegressionOutput( + (nn): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1, bias=True) + ) + ) + ) + (final_norm_id): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (final_norm_reg): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) +) +[2025-03-06 10:53:11,846] INFO: Trainable parameters: 52630547 +[2025-03-06 10:53:11,846] INFO: Trainable parameters: 52630547 +[2025-03-06 10:53:11,846] INFO: Non-trainable parameters: 0 +[2025-03-06 10:53:11,846] INFO: Non-trainable parameters: 0 +[2025-03-06 10:53:11,846] INFO: Total parameters: 52630547 +[2025-03-06 10:53:11,846] INFO: Total parameters: 52630547 +[2025-03-06 10:53:11,848] INFO: Modules Trainable parameters Non-trainable parameters + nn0_id.0.0.weight 17408 0 + nn0_id.0.0.bias 1024 0 + nn0_id.0.2.weight 1024 0 + nn0_id.0.2.bias 1024 0 + nn0_id.0.4.weight 1048576 0 + nn0_id.0.4.bias 1024 0 + nn0_id.1.0.weight 17408 0 + nn0_id.1.0.bias 1024 0 + nn0_id.1.2.weight 1024 0 + nn0_id.1.2.bias 1024 0 + nn0_id.1.4.weight 1048576 0 + nn0_id.1.4.bias 1024 0 + nn0_reg.0.0.weight 17408 0 + nn0_reg.0.0.bias 1024 0 + nn0_reg.0.2.weight 1024 0 + nn0_reg.0.2.bias 1024 0 + nn0_reg.0.4.weight 1048576 0 + nn0_reg.0.4.bias 1024 0 + nn0_reg.1.0.weight 17408 0 + nn0_reg.1.0.bias 1024 0 + nn0_reg.1.2.weight 1024 0 + nn0_reg.1.2.bias 1024 0 + nn0_reg.1.4.weight 1048576 0 + nn0_reg.1.4.bias 1024 0 + conv_id.0.mha.in_proj_weight 3145728 0 + conv_id.0.mha.in_proj_bias 3072 0 + conv_id.0.mha.out_proj.weight 1048576 0 + conv_id.0.mha.out_proj.bias 1024 0 + conv_id.0.norm0.weight 1024 0 + conv_id.0.norm0.bias 1024 0 + conv_id.0.norm1.weight 1024 0 + conv_id.0.norm1.bias 1024 0 + conv_id.0.seq.0.weight 1048576 0 + conv_id.0.seq.0.bias 1024 0 + conv_id.0.seq.2.weight 1048576 0 + conv_id.0.seq.2.bias 1024 0 + conv_id.1.mha.in_proj_weight 3145728 0 + conv_id.1.mha.in_proj_bias 3072 0 + conv_id.1.mha.out_proj.weight 1048576 0 + conv_id.1.mha.out_proj.bias 1024 0 + conv_id.1.norm0.weight 1024 0 + conv_id.1.norm0.bias 1024 0 + conv_id.1.norm1.weight 1024 0 + conv_id.1.norm1.bias 1024 0 + conv_id.1.seq.0.weight 1048576 0 + conv_id.1.seq.0.bias 1024 0 + conv_id.1.seq.2.weight 1048576 0 + conv_id.1.seq.2.bias 1024 0 + conv_id.2.mha.in_proj_weight 3145728 0 + conv_id.2.mha.in_proj_bias 3072 0 + conv_id.2.mha.out_proj.weight 1048576 0 + conv_id.2.mha.out_proj.bias 1024 0 + conv_id.2.norm0.weight 1024 0 + conv_id.2.norm0.bias 1024 0 + conv_id.2.norm1.weight 1024 0 + conv_id.2.norm1.bias 1024 0 + conv_id.2.seq.0.weight 1048576 0 + conv_id.2.seq.0.bias 1024 0 + conv_id.2.seq.2.weight 1048576 0 + conv_id.2.seq.2.bias 1024 0 + conv_reg.0.mha.in_proj_weight 3145728 0 + conv_reg.0.mha.in_proj_bias 3072 0 +conv_reg.0.mha.out_proj.weight 1048576 0 + conv_reg.0.mha.out_proj.bias 1024 0 + conv_reg.0.norm0.weight 1024 0 + conv_reg.0.norm0.bias 1024 0 + conv_reg.0.norm1.weight 1024 0 + conv_reg.0.norm1.bias 1024 0 + conv_reg.0.seq.0.weight 1048576 0 + conv_reg.0.seq.0.bias 1024 0 + conv_reg.0.seq.2.weight 1048576 0 + conv_reg.0.seq.2.bias 1024 0 + conv_reg.1.mha.in_proj_weight 3145728 0 + conv_reg.1.mha.in_proj_bias 3072 0 +conv_reg.1.mha.out_proj.weight 1048576 0 + conv_reg.1.mha.out_proj.bias 1024 0 + conv_reg.1.norm0.weight 1024 0 + conv_reg.1.norm0.bias 1024 0 + conv_reg.1.norm1.weight 1024 0 + conv_reg.1.norm1.bias 1024 0 + conv_reg.1.seq.0.weight 1048576 0 + conv_reg.1.seq.0.bias 1024 0 + conv_reg.1.seq.2.weight 1048576 0 + conv_reg.1.seq.2.bias 1024 0 + conv_reg.2.mha.in_proj_weight 3145728 0 + conv_reg.2.mha.in_proj_bias 3072 0 +conv_reg.2.mha.out_proj.weight 1048576 0 + conv_reg.2.mha.out_proj.bias 1024 0 + conv_reg.2.norm0.weight 1024 0 + conv_reg.2.norm0.bias 1024 0 + conv_reg.2.norm1.weight 1024 0 + conv_reg.2.norm1.bias 1024 0 + conv_reg.2.seq.0.weight 1048576 0 + conv_reg.2.seq.0.bias 1024 0 + conv_reg.2.seq.2.weight 1048576 0 + conv_reg.2.seq.2.bias 1024 0 + nn_binary_particle.0.weight 1048576 0 + nn_binary_particle.0.bias 1024 0 + nn_binary_particle.2.weight 1024 0 + nn_binary_particle.2.bias 1024 0 + nn_binary_particle.4.weight 2048 0 + nn_binary_particle.4.bias 2 0 + nn_pid.0.weight 1048576 0 + nn_pid.0.bias 1024 0 + nn_pid.2.weight 1024 0 + nn_pid.2.bias 1024 0 + nn_pid.4.weight 6144 0 + nn_pid.4.bias 6 0 + nn_pu.0.weight 1048576 0 + nn_pu.0.bias 1024 0 + nn_pu.2.weight 1024 0 + nn_pu.2.bias 1024 0 + nn_pu.4.weight 1024 0 + nn_pu.4.bias 1 0 + nn_pt.nn.0.0.weight 1048576 0 + nn_pt.nn.0.0.bias 1024 0 + nn_pt.nn.0.2.weight 1024 0 + nn_pt.nn.0.2.bias 1024 0 + nn_pt.nn.0.4.weight 1024 0 + nn_pt.nn.0.4.bias 1 0 + nn_pt.nn.1.0.weight 1048576 0 + nn_pt.nn.1.0.bias 1024 0 + nn_pt.nn.1.2.weight 1024 0 + nn_pt.nn.1.2.bias 1024 0 + nn_pt.nn.1.4.weight 1024 0 + nn_pt.nn.1.4.bias 1 0 + nn_eta.nn.0.weight 1048576 0 + nn_eta.nn.0.bias 1024 0 + nn_eta.nn.2.weight 1024 0 + nn_eta.nn.2.bias 1024 0 + nn_eta.nn.4.weight 2048 0 + nn_eta.nn.4.bias 2 0 + nn_sin_phi.nn.0.weight 1048576 0 + nn_sin_phi.nn.0.bias 1024 0 + nn_sin_phi.nn.2.weight 1024 0 + nn_sin_phi.nn.2.bias 1024 0 + nn_sin_phi.nn.4.weight 2048 0 + nn_sin_phi.nn.4.bias 2 0 + nn_cos_phi.nn.0.weight 1048576 0 + nn_cos_phi.nn.0.bias 1024 0 + nn_cos_phi.nn.2.weight 1024 0 + nn_cos_phi.nn.2.bias 1024 0 + nn_cos_phi.nn.4.weight 2048 0 + nn_cos_phi.nn.4.bias 2 0 + nn_energy.nn.0.0.weight 1048576 0 + nn_energy.nn.0.0.bias 1024 0 + nn_energy.nn.0.2.weight 1024 0 + nn_energy.nn.0.2.bias 1024 0 + nn_energy.nn.0.4.weight 1024 0 + nn_energy.nn.0.4.bias 1 0 + nn_energy.nn.1.0.weight 1048576 0 + nn_energy.nn.1.0.bias 1024 0 + nn_energy.nn.1.2.weight 1024 0 + nn_energy.nn.1.2.bias 1024 0 + nn_energy.nn.1.4.weight 1024 0 + nn_energy.nn.1.4.bias 1 0 + final_norm_id.weight 1024 0 + final_norm_id.bias 1024 0 + final_norm_reg.weight 1024 0 + final_norm_reg.bias 1024 0 +[2025-03-06 10:53:11,848] INFO: Modules Trainable parameters Non-trainable parameters + nn0_id.0.0.weight 17408 0 + nn0_id.0.0.bias 1024 0 + nn0_id.0.2.weight 1024 0 + nn0_id.0.2.bias 1024 0 + nn0_id.0.4.weight 1048576 0 + nn0_id.0.4.bias 1024 0 + nn0_id.1.0.weight 17408 0 + nn0_id.1.0.bias 1024 0 + nn0_id.1.2.weight 1024 0 + nn0_id.1.2.bias 1024 0 + nn0_id.1.4.weight 1048576 0 + nn0_id.1.4.bias 1024 0 + nn0_reg.0.0.weight 17408 0 + nn0_reg.0.0.bias 1024 0 + nn0_reg.0.2.weight 1024 0 + nn0_reg.0.2.bias 1024 0 + nn0_reg.0.4.weight 1048576 0 + nn0_reg.0.4.bias 1024 0 + nn0_reg.1.0.weight 17408 0 + nn0_reg.1.0.bias 1024 0 + nn0_reg.1.2.weight 1024 0 + nn0_reg.1.2.bias 1024 0 + nn0_reg.1.4.weight 1048576 0 + nn0_reg.1.4.bias 1024 0 + conv_id.0.mha.in_proj_weight 3145728 0 + conv_id.0.mha.in_proj_bias 3072 0 + conv_id.0.mha.out_proj.weight 1048576 0 + conv_id.0.mha.out_proj.bias 1024 0 + conv_id.0.norm0.weight 1024 0 + conv_id.0.norm0.bias 1024 0 + conv_id.0.norm1.weight 1024 0 + conv_id.0.norm1.bias 1024 0 + conv_id.0.seq.0.weight 1048576 0 + conv_id.0.seq.0.bias 1024 0 + conv_id.0.seq.2.weight 1048576 0 + conv_id.0.seq.2.bias 1024 0 + conv_id.1.mha.in_proj_weight 3145728 0 + conv_id.1.mha.in_proj_bias 3072 0 + conv_id.1.mha.out_proj.weight 1048576 0 + conv_id.1.mha.out_proj.bias 1024 0 + conv_id.1.norm0.weight 1024 0 + conv_id.1.norm0.bias 1024 0 + conv_id.1.norm1.weight 1024 0 + conv_id.1.norm1.bias 1024 0 + conv_id.1.seq.0.weight 1048576 0 + conv_id.1.seq.0.bias 1024 0 + conv_id.1.seq.2.weight 1048576 0 + conv_id.1.seq.2.bias 1024 0 + conv_id.2.mha.in_proj_weight 3145728 0 + conv_id.2.mha.in_proj_bias 3072 0 + conv_id.2.mha.out_proj.weight 1048576 0 + conv_id.2.mha.out_proj.bias 1024 0 + conv_id.2.norm0.weight 1024 0 + conv_id.2.norm0.bias 1024 0 + conv_id.2.norm1.weight 1024 0 + conv_id.2.norm1.bias 1024 0 + conv_id.2.seq.0.weight 1048576 0 + conv_id.2.seq.0.bias 1024 0 + conv_id.2.seq.2.weight 1048576 0 + conv_id.2.seq.2.bias 1024 0 + conv_reg.0.mha.in_proj_weight 3145728 0 + conv_reg.0.mha.in_proj_bias 3072 0 +conv_reg.0.mha.out_proj.weight 1048576 0 + conv_reg.0.mha.out_proj.bias 1024 0 + conv_reg.0.norm0.weight 1024 0 + conv_reg.0.norm0.bias 1024 0 + conv_reg.0.norm1.weight 1024 0 + conv_reg.0.norm1.bias 1024 0 + conv_reg.0.seq.0.weight 1048576 0 + conv_reg.0.seq.0.bias 1024 0 + conv_reg.0.seq.2.weight 1048576 0 + conv_reg.0.seq.2.bias 1024 0 + conv_reg.1.mha.in_proj_weight 3145728 0 + conv_reg.1.mha.in_proj_bias 3072 0 +conv_reg.1.mha.out_proj.weight 1048576 0 + conv_reg.1.mha.out_proj.bias 1024 0 + conv_reg.1.norm0.weight 1024 0 + conv_reg.1.norm0.bias 1024 0 + conv_reg.1.norm1.weight 1024 0 + conv_reg.1.norm1.bias 1024 0 + conv_reg.1.seq.0.weight 1048576 0 + conv_reg.1.seq.0.bias 1024 0 + conv_reg.1.seq.2.weight 1048576 0 + conv_reg.1.seq.2.bias 1024 0 + conv_reg.2.mha.in_proj_weight 3145728 0 + conv_reg.2.mha.in_proj_bias 3072 0 +conv_reg.2.mha.out_proj.weight 1048576 0 + conv_reg.2.mha.out_proj.bias 1024 0 + conv_reg.2.norm0.weight 1024 0 + conv_reg.2.norm0.bias 1024 0 + conv_reg.2.norm1.weight 1024 0 + conv_reg.2.norm1.bias 1024 0 + conv_reg.2.seq.0.weight 1048576 0 + conv_reg.2.seq.0.bias 1024 0 + conv_reg.2.seq.2.weight 1048576 0 + conv_reg.2.seq.2.bias 1024 0 + nn_binary_particle.0.weight 1048576 0 + nn_binary_particle.0.bias 1024 0 + nn_binary_particle.2.weight 1024 0 + nn_binary_particle.2.bias 1024 0 + nn_binary_particle.4.weight 2048 0 + nn_binary_particle.4.bias 2 0 + nn_pid.0.weight 1048576 0 + nn_pid.0.bias 1024 0 + nn_pid.2.weight 1024 0 + nn_pid.2.bias 1024 0 + nn_pid.4.weight 6144 0 + nn_pid.4.bias 6 0 + nn_pu.0.weight 1048576 0 + nn_pu.0.bias 1024 0 + nn_pu.2.weight 1024 0 + nn_pu.2.bias 1024 0 + nn_pu.4.weight 1024 0 + nn_pu.4.bias 1 0 + nn_pt.nn.0.0.weight 1048576 0 + nn_pt.nn.0.0.bias 1024 0 + nn_pt.nn.0.2.weight 1024 0 + nn_pt.nn.0.2.bias 1024 0 + nn_pt.nn.0.4.weight 1024 0 + nn_pt.nn.0.4.bias 1 0 + nn_pt.nn.1.0.weight 1048576 0 + nn_pt.nn.1.0.bias 1024 0 + nn_pt.nn.1.2.weight 1024 0 + nn_pt.nn.1.2.bias 1024 0 + nn_pt.nn.1.4.weight 1024 0 + nn_pt.nn.1.4.bias 1 0 + nn_eta.nn.0.weight 1048576 0 + nn_eta.nn.0.bias 1024 0 + nn_eta.nn.2.weight 1024 0 + nn_eta.nn.2.bias 1024 0 + nn_eta.nn.4.weight 2048 0 + nn_eta.nn.4.bias 2 0 + nn_sin_phi.nn.0.weight 1048576 0 + nn_sin_phi.nn.0.bias 1024 0 + nn_sin_phi.nn.2.weight 1024 0 + nn_sin_phi.nn.2.bias 1024 0 + nn_sin_phi.nn.4.weight 2048 0 + nn_sin_phi.nn.4.bias 2 0 + nn_cos_phi.nn.0.weight 1048576 0 + nn_cos_phi.nn.0.bias 1024 0 + nn_cos_phi.nn.2.weight 1024 0 + nn_cos_phi.nn.2.bias 1024 0 + nn_cos_phi.nn.4.weight 2048 0 + nn_cos_phi.nn.4.bias 2 0 + nn_energy.nn.0.0.weight 1048576 0 + nn_energy.nn.0.0.bias 1024 0 + nn_energy.nn.0.2.weight 1024 0 + nn_energy.nn.0.2.bias 1024 0 + nn_energy.nn.0.4.weight 1024 0 + nn_energy.nn.0.4.bias 1 0 + nn_energy.nn.1.0.weight 1048576 0 + nn_energy.nn.1.0.bias 1024 0 + nn_energy.nn.1.2.weight 1024 0 + nn_energy.nn.1.2.bias 1024 0 + nn_energy.nn.1.4.weight 1024 0 + nn_energy.nn.1.4.bias 1 0 + final_norm_id.weight 1024 0 + final_norm_id.bias 1024 0 + final_norm_reg.weight 1024 0 + final_norm_reg.bias 1024 0 +[2025-03-06 10:53:11,849] INFO: Creating experiment dir experiments/pyg-clic_20250306_105311_290722 +[2025-03-06 10:53:11,849] INFO: Creating experiment dir experiments/pyg-clic_20250306_105311_290722 +[2025-03-06 10:53:11,849] INFO: Model directory experiments/pyg-clic_20250306_105311_290722 +[2025-03-06 10:53:11,849] INFO: Model directory experiments/pyg-clic_20250306_105311_290722 +[2025-03-06 10:53:16,997] INFO: train_dataset: clic_edm_qq_pf, 719492 +[2025-03-06 10:53:16,997] INFO: train_dataset: clic_edm_qq_pf, 719492 +[2025-03-06 10:53:17,011] INFO: train_dataset: clic_edm_qq_pf, 719490 +[2025-03-06 10:53:17,011] INFO: train_dataset: clic_edm_qq_pf, 719490 +[2025-03-06 10:53:17,023] INFO: train_dataset: clic_edm_qq_pf, 719489 +[2025-03-06 10:53:17,023] INFO: train_dataset: clic_edm_qq_pf, 719489 +[2025-03-06 10:53:17,036] INFO: train_dataset: clic_edm_qq_pf, 719515 +[2025-03-06 10:53:17,036] INFO: train_dataset: clic_edm_qq_pf, 719515 +[2025-03-06 10:53:17,050] INFO: train_dataset: clic_edm_qq_pf, 719510 +[2025-03-06 10:53:17,050] INFO: train_dataset: clic_edm_qq_pf, 719510 +[2025-03-06 10:53:17,065] INFO: train_dataset: clic_edm_qq_pf, 719503 +[2025-03-06 10:53:17,065] INFO: train_dataset: clic_edm_qq_pf, 719503 +[2025-03-06 10:53:17,078] INFO: train_dataset: clic_edm_qq_pf, 719509 +[2025-03-06 10:53:17,078] INFO: train_dataset: clic_edm_qq_pf, 719509 +[2025-03-06 10:53:17,092] INFO: train_dataset: clic_edm_qq_pf, 719484 +[2025-03-06 10:53:17,092] INFO: train_dataset: clic_edm_qq_pf, 719484 +[2025-03-06 10:53:17,107] INFO: train_dataset: clic_edm_qq_pf, 719474 +[2025-03-06 10:53:17,107] INFO: train_dataset: clic_edm_qq_pf, 719474 +[2025-03-06 10:53:17,123] INFO: train_dataset: clic_edm_qq_pf, 720386 +[2025-03-06 10:53:17,123] INFO: train_dataset: clic_edm_qq_pf, 720386 +[2025-03-06 10:53:17,145] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-06 10:53:17,145] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-06 10:53:17,167] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-06 10:53:17,167] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-06 10:53:17,189] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-06 10:53:17,189] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-06 10:53:17,211] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-06 10:53:17,211] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-06 10:53:17,233] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-06 10:53:17,233] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-06 10:53:17,258] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-06 10:53:17,258] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-06 10:53:17,280] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-06 10:53:17,280] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-06 10:53:17,302] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-06 10:53:17,302] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-06 10:53:17,324] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-06 10:53:17,324] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-06 10:53:17,346] INFO: train_dataset: clic_edm_ttbar_pf, 714700 +[2025-03-06 10:53:17,346] INFO: train_dataset: clic_edm_ttbar_pf, 714700 +[2025-03-06 10:53:17,360] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-06 10:53:17,360] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-06 10:53:17,376] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-06 10:53:17,376] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-06 10:53:17,391] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-06 10:53:17,391] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-06 10:53:17,405] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-06 10:53:17,405] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-06 10:53:17,419] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-06 10:53:17,419] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-06 10:53:17,433] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-06 10:53:17,433] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-06 10:53:17,445] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-06 10:53:17,445] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-06 10:53:17,457] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-06 10:53:17,457] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-06 10:53:17,472] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-06 10:53:17,472] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-06 10:53:17,487] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720700 +[2025-03-06 10:53:17,487] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720700 +[2025-03-06 10:53:18,745] INFO: valid_dataset: clic_edm_qq_pf, 79948 +[2025-03-06 10:53:18,745] INFO: valid_dataset: clic_edm_qq_pf, 79948 +[2025-03-06 10:53:18,751] INFO: valid_dataset: clic_edm_qq_pf, 79950 +[2025-03-06 10:53:18,751] INFO: valid_dataset: clic_edm_qq_pf, 79950 +[2025-03-06 10:53:18,757] INFO: valid_dataset: clic_edm_qq_pf, 79939 +[2025-03-06 10:53:18,757] INFO: valid_dataset: clic_edm_qq_pf, 79939 +[2025-03-06 10:53:18,763] INFO: valid_dataset: clic_edm_qq_pf, 79939 +[2025-03-06 10:53:18,763] INFO: valid_dataset: clic_edm_qq_pf, 79939 +[2025-03-06 10:53:18,897] INFO: valid_dataset: clic_edm_qq_pf, 79950 +[2025-03-06 10:53:18,897] INFO: valid_dataset: clic_edm_qq_pf, 79950 +[2025-03-06 10:53:18,904] INFO: valid_dataset: clic_edm_qq_pf, 79950 +[2025-03-06 10:53:18,904] INFO: valid_dataset: clic_edm_qq_pf, 79950 +[2025-03-06 10:53:18,909] INFO: valid_dataset: clic_edm_qq_pf, 79938 +[2025-03-06 10:53:18,909] INFO: valid_dataset: clic_edm_qq_pf, 79938 +[2025-03-06 10:53:18,914] INFO: valid_dataset: clic_edm_qq_pf, 79957 +[2025-03-06 10:53:18,914] INFO: valid_dataset: clic_edm_qq_pf, 79957 +[2025-03-06 10:53:18,920] INFO: valid_dataset: clic_edm_qq_pf, 79955 +[2025-03-06 10:53:18,920] INFO: valid_dataset: clic_edm_qq_pf, 79955 +[2025-03-06 10:53:18,926] INFO: valid_dataset: clic_edm_qq_pf, 80035 +[2025-03-06 10:53:18,926] INFO: valid_dataset: clic_edm_qq_pf, 80035 +[2025-03-06 10:53:18,934] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-06 10:53:18,934] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-06 10:53:18,941] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-06 10:53:18,941] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-06 10:53:18,948] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-06 10:53:18,948] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-06 10:53:18,957] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-06 10:53:18,957] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-06 10:53:18,964] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-06 10:53:18,964] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-06 10:53:18,970] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-06 10:53:18,970] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-06 10:53:18,977] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-06 10:53:18,977] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-06 10:53:18,984] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-06 10:53:18,984] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-06 10:53:18,990] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-06 10:53:18,990] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-06 10:53:18,997] INFO: valid_dataset: clic_edm_ttbar_pf, 79700 +[2025-03-06 10:53:18,997] INFO: valid_dataset: clic_edm_ttbar_pf, 79700 +[2025-03-06 10:53:19,004] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-06 10:53:19,004] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-06 10:53:19,009] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-06 10:53:19,009] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-06 10:53:19,015] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-06 10:53:19,015] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-06 10:53:19,021] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-06 10:53:19,021] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-06 10:53:19,027] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-06 10:53:19,027] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-06 10:53:19,033] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-06 10:53:19,033] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-06 10:53:19,039] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-06 10:53:19,039] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-06 10:53:19,045] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-06 10:53:19,045] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-06 10:53:19,051] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-06 10:53:19,051] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-06 10:53:19,057] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80100 +[2025-03-06 10:53:19,057] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80100 +[2025-03-06 18:30:26,084] INFO: Rank 0: epoch=1/10 train_loss=2.6757 valid_loss=2.4218 stale=0 epoch_train_time=439.99m epoch_valid_time=17.09m epoch_total_time=457.09m eta=4113.9m +[2025-03-06 18:30:26,084] INFO: Rank 0: epoch=1/10 train_loss=2.6757 valid_loss=2.4218 stale=0 epoch_train_time=439.99m epoch_valid_time=17.09m epoch_total_time=457.09m eta=4113.9m +[2025-03-06 18:30:26,088] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-06 18:30:26,088] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-06 18:30:26,192] INFO: test_dataset: clic_edm_qq_pf, 2000 +[2025-03-06 18:30:26,192] INFO: test_dataset: clic_edm_qq_pf, 2000 +[2025-03-06 18:30:26,202] INFO: Running predictions on clic_edm_qq_pf +[2025-03-06 18:30:26,202] INFO: Running predictions on clic_edm_qq_pf +[2025-03-06 18:30:30,441] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_1/clic_edm_qq_pf/pred_0_0.parquet +[2025-03-06 18:30:30,441] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_1/clic_edm_qq_pf/pred_0_0.parquet +[2025-03-06 18:30:30,835] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_1/clic_edm_qq_pf/pred_0_1.parquet +[2025-03-06 18:30:30,835] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_1/clic_edm_qq_pf/pred_0_1.parquet +[2025-03-06 18:30:31,241] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_1/clic_edm_qq_pf/pred_0_2.parquet +[2025-03-06 18:30:31,241] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_1/clic_edm_qq_pf/pred_0_2.parquet +[2025-03-06 18:30:31,631] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_1/clic_edm_qq_pf/pred_0_3.parquet +[2025-03-06 18:30:31,631] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_1/clic_edm_qq_pf/pred_0_3.parquet +[2025-03-06 18:30:32,010] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_1/clic_edm_qq_pf/pred_0_4.parquet +[2025-03-06 18:30:32,010] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_1/clic_edm_qq_pf/pred_0_4.parquet +[2025-03-06 18:30:32,424] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_1/clic_edm_qq_pf/pred_0_5.parquet +[2025-03-06 18:30:32,424] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_1/clic_edm_qq_pf/pred_0_5.parquet +[2025-03-06 18:30:34,802] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_1/clic_edm_qq_pf/pred_0_6.parquet +[2025-03-06 18:30:34,802] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_1/clic_edm_qq_pf/pred_0_6.parquet +[2025-03-06 18:30:35,190] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_1/clic_edm_qq_pf/pred_0_7.parquet +[2025-03-06 18:30:35,190] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_1/clic_edm_qq_pf/pred_0_7.parquet +[2025-03-06 18:30:35,269] INFO: Time taken to make predictions on device 0 is: 0.14 min +[2025-03-06 18:30:35,269] INFO: Time taken to make predictions on device 0 is: 0.14 min +[2025-03-07 02:07:28,263] INFO: Rank 0: epoch=2/10 train_loss=2.3004 valid_loss=2.2543 stale=0 epoch_train_time=439.13m epoch_valid_time=17.06m epoch_total_time=456.19m eta=3656.6m +[2025-03-07 02:07:28,263] INFO: Rank 0: epoch=2/10 train_loss=2.3004 valid_loss=2.2543 stale=0 epoch_train_time=439.13m epoch_valid_time=17.06m epoch_total_time=456.19m eta=3656.6m +[2025-03-07 02:07:28,268] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-07 02:07:28,268] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-07 02:07:28,377] INFO: test_dataset: clic_edm_qq_pf, 2000 +[2025-03-07 02:07:28,377] INFO: test_dataset: clic_edm_qq_pf, 2000 +[2025-03-07 02:07:28,380] INFO: Running predictions on clic_edm_qq_pf +[2025-03-07 02:07:28,380] INFO: Running predictions on clic_edm_qq_pf +[2025-03-07 02:07:29,600] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_2/clic_edm_qq_pf/pred_0_0.parquet +[2025-03-07 02:07:29,600] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_2/clic_edm_qq_pf/pred_0_0.parquet +[2025-03-07 02:07:30,072] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_2/clic_edm_qq_pf/pred_0_1.parquet +[2025-03-07 02:07:30,072] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_2/clic_edm_qq_pf/pred_0_1.parquet +[2025-03-07 02:07:30,510] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_2/clic_edm_qq_pf/pred_0_2.parquet +[2025-03-07 02:07:30,510] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_2/clic_edm_qq_pf/pred_0_2.parquet +[2025-03-07 02:07:30,975] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_2/clic_edm_qq_pf/pred_0_3.parquet +[2025-03-07 02:07:30,975] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_2/clic_edm_qq_pf/pred_0_3.parquet +[2025-03-07 02:07:31,401] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_2/clic_edm_qq_pf/pred_0_4.parquet +[2025-03-07 02:07:31,401] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_2/clic_edm_qq_pf/pred_0_4.parquet +[2025-03-07 02:07:31,818] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_2/clic_edm_qq_pf/pred_0_5.parquet +[2025-03-07 02:07:31,818] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_2/clic_edm_qq_pf/pred_0_5.parquet +[2025-03-07 02:07:32,264] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_2/clic_edm_qq_pf/pred_0_6.parquet +[2025-03-07 02:07:32,264] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_2/clic_edm_qq_pf/pred_0_6.parquet +[2025-03-07 02:07:32,678] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_2/clic_edm_qq_pf/pred_0_7.parquet +[2025-03-07 02:07:32,678] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_2/clic_edm_qq_pf/pred_0_7.parquet +[2025-03-07 02:07:32,773] INFO: Time taken to make predictions on device 0 is: 0.07 min +[2025-03-07 02:07:32,773] INFO: Time taken to make predictions on device 0 is: 0.07 min +[2025-03-07 09:46:23,845] INFO: Rank 0: epoch=3/10 train_loss=2.1668 valid_loss=2.1533 stale=0 epoch_train_time=440.91m epoch_valid_time=17.22m epoch_total_time=458.13m eta=3203.8m +[2025-03-07 09:46:23,845] INFO: Rank 0: epoch=3/10 train_loss=2.1668 valid_loss=2.1533 stale=0 epoch_train_time=440.91m epoch_valid_time=17.22m epoch_total_time=458.13m eta=3203.8m +[2025-03-07 09:46:23,850] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-07 09:46:23,850] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-07 09:46:23,954] INFO: test_dataset: clic_edm_qq_pf, 2000 +[2025-03-07 09:46:23,954] INFO: test_dataset: clic_edm_qq_pf, 2000 +[2025-03-07 09:46:23,958] INFO: Running predictions on clic_edm_qq_pf +[2025-03-07 09:46:23,958] INFO: Running predictions on clic_edm_qq_pf +[2025-03-07 09:46:25,118] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_3/clic_edm_qq_pf/pred_0_0.parquet +[2025-03-07 09:46:25,118] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_3/clic_edm_qq_pf/pred_0_0.parquet +[2025-03-07 09:46:25,609] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_3/clic_edm_qq_pf/pred_0_1.parquet +[2025-03-07 09:46:25,609] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_3/clic_edm_qq_pf/pred_0_1.parquet +[2025-03-07 09:46:26,058] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_3/clic_edm_qq_pf/pred_0_2.parquet +[2025-03-07 09:46:26,058] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_3/clic_edm_qq_pf/pred_0_2.parquet +[2025-03-07 09:46:26,507] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_3/clic_edm_qq_pf/pred_0_3.parquet +[2025-03-07 09:46:26,507] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_3/clic_edm_qq_pf/pred_0_3.parquet +[2025-03-07 09:46:26,967] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_3/clic_edm_qq_pf/pred_0_4.parquet +[2025-03-07 09:46:26,967] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_3/clic_edm_qq_pf/pred_0_4.parquet +[2025-03-07 09:46:27,407] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_3/clic_edm_qq_pf/pred_0_5.parquet +[2025-03-07 09:46:27,407] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_3/clic_edm_qq_pf/pred_0_5.parquet +[2025-03-07 09:46:27,851] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_3/clic_edm_qq_pf/pred_0_6.parquet +[2025-03-07 09:46:27,851] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_3/clic_edm_qq_pf/pred_0_6.parquet +[2025-03-07 09:46:28,262] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_3/clic_edm_qq_pf/pred_0_7.parquet +[2025-03-07 09:46:28,262] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_3/clic_edm_qq_pf/pred_0_7.parquet +[2025-03-07 09:46:28,363] INFO: Time taken to make predictions on device 0 is: 0.07 min +[2025-03-07 09:46:28,363] INFO: Time taken to make predictions on device 0 is: 0.07 min +[2025-03-07 17:25:27,457] INFO: Rank 0: epoch=4/10 train_loss=2.0688 valid_loss=2.0683 stale=0 epoch_train_time=441.16m epoch_valid_time=17.11m epoch_total_time=458.27m eta=2748.2m +[2025-03-07 17:25:27,457] INFO: Rank 0: epoch=4/10 train_loss=2.0688 valid_loss=2.0683 stale=0 epoch_train_time=441.16m epoch_valid_time=17.11m epoch_total_time=458.27m eta=2748.2m +[2025-03-07 17:25:27,461] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-07 17:25:27,461] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-07 17:25:27,563] INFO: test_dataset: clic_edm_qq_pf, 2000 +[2025-03-07 17:25:27,563] INFO: test_dataset: clic_edm_qq_pf, 2000 +[2025-03-07 17:25:27,566] INFO: Running predictions on clic_edm_qq_pf +[2025-03-07 17:25:27,566] INFO: Running predictions on clic_edm_qq_pf +[2025-03-07 17:25:29,500] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_4/clic_edm_qq_pf/pred_0_0.parquet +[2025-03-07 17:25:29,500] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_4/clic_edm_qq_pf/pred_0_0.parquet +[2025-03-07 17:25:29,958] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_4/clic_edm_qq_pf/pred_0_1.parquet +[2025-03-07 17:25:29,958] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_4/clic_edm_qq_pf/pred_0_1.parquet +[2025-03-07 17:25:30,437] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_4/clic_edm_qq_pf/pred_0_2.parquet +[2025-03-07 17:25:30,437] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_4/clic_edm_qq_pf/pred_0_2.parquet +[2025-03-07 17:25:30,874] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_4/clic_edm_qq_pf/pred_0_3.parquet +[2025-03-07 17:25:30,874] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_4/clic_edm_qq_pf/pred_0_3.parquet +[2025-03-07 17:25:31,307] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_4/clic_edm_qq_pf/pred_0_4.parquet +[2025-03-07 17:25:31,307] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_4/clic_edm_qq_pf/pred_0_4.parquet +[2025-03-07 17:25:31,738] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_4/clic_edm_qq_pf/pred_0_5.parquet +[2025-03-07 17:25:31,738] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_4/clic_edm_qq_pf/pred_0_5.parquet +[2025-03-07 17:25:32,184] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_4/clic_edm_qq_pf/pred_0_6.parquet +[2025-03-07 17:25:32,184] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_4/clic_edm_qq_pf/pred_0_6.parquet +[2025-03-07 17:25:32,576] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_4/clic_edm_qq_pf/pred_0_7.parquet +[2025-03-07 17:25:32,576] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_4/clic_edm_qq_pf/pred_0_7.parquet +[2025-03-07 17:25:32,672] INFO: Time taken to make predictions on device 0 is: 0.08 min +[2025-03-07 17:25:32,672] INFO: Time taken to make predictions on device 0 is: 0.08 min +[2025-03-08 01:03:35,444] INFO: Rank 0: epoch=5/10 train_loss=2.0113 valid_loss=2.0306 stale=0 epoch_train_time=440.22m epoch_valid_time=17.14m epoch_total_time=457.35m eta=2290.3m +[2025-03-08 01:03:35,444] INFO: Rank 0: epoch=5/10 train_loss=2.0113 valid_loss=2.0306 stale=0 epoch_train_time=440.22m epoch_valid_time=17.14m epoch_total_time=457.35m eta=2290.3m +[2025-03-08 01:03:35,449] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-08 01:03:35,449] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-08 01:03:35,568] INFO: test_dataset: clic_edm_qq_pf, 2000 +[2025-03-08 01:03:35,568] INFO: test_dataset: clic_edm_qq_pf, 2000 +[2025-03-08 01:03:35,572] INFO: Running predictions on clic_edm_qq_pf +[2025-03-08 01:03:35,572] INFO: Running predictions on clic_edm_qq_pf +[2025-03-08 01:03:38,570] INFO: Saved predictions at 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INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_5/clic_edm_qq_pf/pred_0_7.parquet +[2025-03-08 01:03:41,844] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_5/clic_edm_qq_pf/pred_0_7.parquet +[2025-03-08 01:03:41,947] INFO: Time taken to make predictions on device 0 is: 0.07 min +[2025-03-08 01:03:41,947] INFO: Time taken to make predictions on device 0 is: 0.07 min +[2025-03-08 08:41:14,751] INFO: Rank 0: epoch=6/10 train_loss=1.9729 valid_loss=1.9975 stale=0 epoch_train_time=439.75m epoch_valid_time=17.09m epoch_total_time=456.83m eta=1831.9m +[2025-03-08 08:41:14,751] INFO: Rank 0: epoch=6/10 train_loss=1.9729 valid_loss=1.9975 stale=0 epoch_train_time=439.75m epoch_valid_time=17.09m epoch_total_time=456.83m eta=1831.9m +[2025-03-08 08:41:14,755] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-08 08:41:14,755] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-08 08:41:14,874] INFO: 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make predictions on device 0 is: 0.07 min +[2025-03-08 23:55:40,608] INFO: Rank 0: epoch=8/10 train_loss=1.9175 valid_loss=1.9510 stale=0 epoch_train_time=439.51m epoch_valid_time=17.17m epoch_total_time=456.68m eta=915.6m +[2025-03-08 23:55:40,608] INFO: Rank 0: epoch=8/10 train_loss=1.9175 valid_loss=1.9510 stale=0 epoch_train_time=439.51m epoch_valid_time=17.17m epoch_total_time=456.68m eta=915.6m +[2025-03-08 23:55:40,612] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-08 23:55:40,612] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-08 23:55:40,720] INFO: test_dataset: clic_edm_qq_pf, 2000 +[2025-03-08 23:55:40,720] INFO: test_dataset: clic_edm_qq_pf, 2000 +[2025-03-08 23:55:40,724] INFO: Running predictions on clic_edm_qq_pf +[2025-03-08 23:55:40,724] INFO: Running predictions on clic_edm_qq_pf +[2025-03-08 23:55:42,092] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_8/clic_edm_qq_pf/pred_0_0.parquet +[2025-03-08 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experiments/pyg-clic_20250306_105311_290722/preds_epoch_8/clic_edm_qq_pf/pred_0_7.parquet +[2025-03-08 23:55:45,188] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_8/clic_edm_qq_pf/pred_0_7.parquet +[2025-03-08 23:55:45,293] INFO: Time taken to make predictions on device 0 is: 0.07 min +[2025-03-08 23:55:45,293] INFO: Time taken to make predictions on device 0 is: 0.07 min +[2025-03-09 07:33:42,795] INFO: Rank 0: epoch=9/10 train_loss=1.8977 valid_loss=1.9427 stale=0 epoch_train_time=440.15m epoch_valid_time=17.08m epoch_total_time=457.23m eta=457.8m +[2025-03-09 07:33:42,795] INFO: Rank 0: epoch=9/10 train_loss=1.8977 valid_loss=1.9427 stale=0 epoch_train_time=440.15m epoch_valid_time=17.08m epoch_total_time=457.23m eta=457.8m +[2025-03-09 07:33:42,799] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-09 07:33:42,799] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-09 07:33:42,910] INFO: test_dataset: clic_edm_qq_pf, 2000 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experiments/pyg-clic_20250306_105311_290722/preds_epoch_9/clic_edm_qq_pf/pred_0_2.parquet +[2025-03-09 07:33:45,569] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_9/clic_edm_qq_pf/pred_0_3.parquet +[2025-03-09 07:33:45,569] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_9/clic_edm_qq_pf/pred_0_3.parquet +[2025-03-09 07:33:46,021] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_9/clic_edm_qq_pf/pred_0_4.parquet +[2025-03-09 07:33:46,021] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_9/clic_edm_qq_pf/pred_0_4.parquet +[2025-03-09 07:33:46,450] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_9/clic_edm_qq_pf/pred_0_5.parquet +[2025-03-09 07:33:46,450] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_9/clic_edm_qq_pf/pred_0_5.parquet +[2025-03-09 07:33:46,883] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_9/clic_edm_qq_pf/pred_0_6.parquet +[2025-03-09 07:33:46,883] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_9/clic_edm_qq_pf/pred_0_6.parquet +[2025-03-09 07:33:47,323] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_9/clic_edm_qq_pf/pred_0_7.parquet +[2025-03-09 07:33:47,323] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_9/clic_edm_qq_pf/pred_0_7.parquet +[2025-03-09 07:33:47,429] INFO: Time taken to make predictions on device 0 is: 0.07 min +[2025-03-09 07:33:47,429] INFO: Time taken to make predictions on device 0 is: 0.07 min +[2025-03-09 15:12:11,719] INFO: Rank 0: epoch=10/10 train_loss=1.8851 valid_loss=1.9344 stale=0 epoch_train_time=440.56m epoch_valid_time=17.14m epoch_total_time=457.70m eta=0.0m +[2025-03-09 15:12:11,719] INFO: Rank 0: epoch=10/10 train_loss=1.8851 valid_loss=1.9344 stale=0 epoch_train_time=440.56m epoch_valid_time=17.14m epoch_total_time=457.70m eta=0.0m +[2025-03-09 15:12:11,723] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-09 15:12:11,723] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-09 15:12:11,838] INFO: test_dataset: clic_edm_qq_pf, 2000 +[2025-03-09 15:12:11,838] INFO: test_dataset: clic_edm_qq_pf, 2000 +[2025-03-09 15:12:11,841] INFO: Running predictions on clic_edm_qq_pf +[2025-03-09 15:12:11,841] INFO: Running predictions on clic_edm_qq_pf +[2025-03-09 15:12:13,267] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_10/clic_edm_qq_pf/pred_0_0.parquet +[2025-03-09 15:12:13,267] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_10/clic_edm_qq_pf/pred_0_0.parquet +[2025-03-09 15:12:13,704] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_10/clic_edm_qq_pf/pred_0_1.parquet +[2025-03-09 15:12:13,704] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_10/clic_edm_qq_pf/pred_0_1.parquet +[2025-03-09 15:12:14,134] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_10/clic_edm_qq_pf/pred_0_2.parquet +[2025-03-09 15:12:14,134] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_10/clic_edm_qq_pf/pred_0_2.parquet +[2025-03-09 15:12:14,566] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_10/clic_edm_qq_pf/pred_0_3.parquet +[2025-03-09 15:12:14,566] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_10/clic_edm_qq_pf/pred_0_3.parquet +[2025-03-09 15:12:15,002] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_10/clic_edm_qq_pf/pred_0_4.parquet +[2025-03-09 15:12:15,002] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_10/clic_edm_qq_pf/pred_0_4.parquet +[2025-03-09 15:12:15,440] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_10/clic_edm_qq_pf/pred_0_5.parquet +[2025-03-09 15:12:15,440] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_10/clic_edm_qq_pf/pred_0_5.parquet +[2025-03-09 15:12:15,874] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_10/clic_edm_qq_pf/pred_0_6.parquet +[2025-03-09 15:12:15,874] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_10/clic_edm_qq_pf/pred_0_6.parquet +[2025-03-09 15:12:16,284] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_10/clic_edm_qq_pf/pred_0_7.parquet +[2025-03-09 15:12:16,284] INFO: Saved predictions at experiments/pyg-clic_20250306_105311_290722/preds_epoch_10/clic_edm_qq_pf/pred_0_7.parquet +[2025-03-09 15:12:16,421] INFO: Time taken to make predictions on device 0 is: 0.07 min +[2025-03-09 15:12:16,421] INFO: Time taken to make predictions on device 0 is: 0.07 min +[2025-03-09 15:12:59,633] INFO: Training completed. Total time on device 0: 4579.663min +[2025-03-09 15:12:59,633] INFO: Training completed. 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2, 3, 4, 5, 6, 7, 8, 9, 10]}}}}}, "valid_dataset": {"clic": {"physical": {"batch_size": 1, "samples": {"clic_edm_qq_pf": {"version": "2.5.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}, "clic_edm_ttbar_pf": {"version": "2.5.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}, "clic_edm_ww_fullhad_pf": {"version": "2.5.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}}}}}, "test_dataset": {"clic_edm_qq_pf": {"version": "2.5.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}, "clic_edm_ttbar_pf": {"version": "2.5.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}, "clic_edm_ww_fullhad_pf": {"version": "2.5.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}}, "enabled_test_datasets": ["clic_edm_qq_pf"], "start_epoch": 1} \ No newline at end of file diff --git a/clic/clusters/v2.3.0/pyg-clic_20250309_173756_957486/model_kwargs.pkl b/clic/clusters/v2.3.0/pyg-clic_20250309_173756_957486/model_kwargs.pkl new file mode 100644 index 0000000000000000000000000000000000000000..365fcf0971aff514d432294c605bd5f677ba53db --- /dev/null +++ b/clic/clusters/v2.3.0/pyg-clic_20250309_173756_957486/model_kwargs.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b2784c409dcad68c684a808b0e9c311e9eb8ee97cd7c92d4d4f1771878dd87f5 +size 553 diff --git a/clic/clusters/v2.3.0/pyg-clic_20250309_173756_957486/overridden_config.yaml b/clic/clusters/v2.3.0/pyg-clic_20250309_173756_957486/overridden_config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..eb6fba81415f5b8a491dd2b9e427a555580ad7fe --- /dev/null +++ b/clic/clusters/v2.3.0/pyg-clic_20250309_173756_957486/overridden_config.yaml @@ -0,0 +1,226 @@ +checkpoint_freq: 1 +comet: true +comet_name: particleflow-pt +comet_offline: false +comet_step_freq: 100 +conv_type: attention +data_dir: /scratch/persistent/joosep/tensorflow_datasets +dataset: clic +dtype: bfloat16 +enabled_test_datasets: +- clic_edm_qq_pf +finetune: null +gpu_batch_multiplier: 256 +gpus: 1 +load: null +lr: 0.0001 +lr_schedule: cosinedecay +lr_schedule_config: + onecycle: + pct_start: 0.3 +make_plots: null +model: + attention: + activation: relu + attention_type: flash + conv_type: attention + dropout_conv_id_ff: 0.0 + dropout_conv_id_mha: 0.0 + dropout_conv_reg_ff: 0.0 + dropout_conv_reg_mha: 0.0 + dropout_ff: 0.0 + head_dim: 32 + num_convs: 3 + num_heads: 32 + use_pre_layernorm: true + cos_phi_mode: linear + energy_mode: direct-elemtype-split + eta_mode: linear + gnn_lsh: + activation: elu + bin_size: 32 + conv_type: gnn_lsh + distance_dim: 128 + embedding_dim: 1024 + ffn_dist_hidden_dim: 128 + ffn_dist_num_layers: 2 + layernorm: true + max_num_bins: 200 + num_convs: 3 + num_node_messages: 2 + width: 1024 + input_encoding: split + learned_representation_mode: last + mamba: + activation: elu + conv_type: mamba + d_conv: 4 + d_state: 16 + dropout: 0.0 + embedding_dim: 128 + expand: 2 + num_convs: 2 + num_heads: 2 + width: 128 + pt_mode: direct-elemtype-split + sin_phi_mode: linear + trainable: all +ntest: 2000 +ntrain: null +num_epochs: 10 +num_workers: 8 +nvalid: null +patience: 20 +prefetch_factor: 100 +raytune: + asha: + brackets: 1 + grace_period: 10 + max_t: 200 + reduction_factor: 4 + default_metric: val_loss + default_mode: min + hyperband: + max_t: 200 + reduction_factor: 4 + hyperopt: + n_random_steps: 10 + local_dir: null + nevergrad: + n_random_steps: 10 + sched: null + search_alg: null +save_attention: true +sort_data: false +start_epoch: 1 +test: null +test_dataset: + clic_edm_qq_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ttbar_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ww_fullhad_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 +train: true +train_dataset: + clic: + physical: + batch_size: 1 + samples: + clic_edm_qq_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ttbar_pf: 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a/clic/clusters/v2.3.0/pyg-clic_20250309_173756_957486/runs/train/events.out.tfevents.1741534685.gpu1.local.937875.0 b/clic/clusters/v2.3.0/pyg-clic_20250309_173756_957486/runs/train/events.out.tfevents.1741534685.gpu1.local.937875.0 new file mode 100644 index 0000000000000000000000000000000000000000..1bd4b3a3cc90b599365b81a9edc80602dc05ff04 --- /dev/null +++ b/clic/clusters/v2.3.0/pyg-clic_20250309_173756_957486/runs/train/events.out.tfevents.1741534685.gpu1.local.937875.0 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:66a3d4688d094a5dc3ec7d5736b56ccd654a9276dfffdf00accf79b406d1e642 +size 5045255 diff --git a/clic/clusters/v2.3.0/pyg-clic_20250309_173756_957486/runs/valid/events.out.tfevents.1741534685.gpu1.local.937875.1 b/clic/clusters/v2.3.0/pyg-clic_20250309_173756_957486/runs/valid/events.out.tfevents.1741534685.gpu1.local.937875.1 new file mode 100644 index 0000000000000000000000000000000000000000..d24fb20b91536326a37393b1fc66af1a15a392a7 --- /dev/null +++ b/clic/clusters/v2.3.0/pyg-clic_20250309_173756_957486/runs/valid/events.out.tfevents.1741534685.gpu1.local.937875.1 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:421de1795c57e7555300e1c99d57e95090d98c4c10f90d07bd374f2c058b1538 +size 11056916 diff --git a/clic/clusters/v2.3.0/pyg-clic_20250309_173756_957486/test-config.yaml b/clic/clusters/v2.3.0/pyg-clic_20250309_173756_957486/test-config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..60c10d490abd24631721162347686fb80d7d3edc --- /dev/null +++ b/clic/clusters/v2.3.0/pyg-clic_20250309_173756_957486/test-config.yaml @@ -0,0 +1,227 @@ +checkpoint_freq: null +comet: false +comet_name: particleflow-pt +comet_offline: false +comet_step_freq: 100 +conv_type: attention +data_dir: /scratch/persistent/joosep/tensorflow_datasets +dataset: clic +dtype: bfloat16 +enabled_test_datasets: +- clic_edm_qq_pf +- clic_edm_ttbar_pf +- clic_edm_ww_fullhad_pf +finetune: null +gpu_batch_multiplier: 100 +gpus: 1 +load: experiments/pyg-clic_20250309_173756_957486/checkpoints/checkpoint-10-1.939268.pth +lr: 0.0001 +lr_schedule: cosinedecay +lr_schedule_config: + onecycle: + pct_start: 0.3 +make_plots: true +model: + attention: + activation: relu + attention_type: flash + conv_type: attention + dropout_conv_id_ff: 0.0 + dropout_conv_id_mha: 0.0 + dropout_conv_reg_ff: 0.0 + dropout_conv_reg_mha: 0.0 + dropout_ff: 0.0 + head_dim: 32 + num_convs: 3 + num_heads: 32 + use_pre_layernorm: true + cos_phi_mode: linear + energy_mode: direct-elemtype-split + eta_mode: linear + gnn_lsh: + activation: elu + bin_size: 32 + conv_type: gnn_lsh + distance_dim: 128 + embedding_dim: 1024 + ffn_dist_hidden_dim: 128 + ffn_dist_num_layers: 2 + layernorm: true + max_num_bins: 200 + num_convs: 3 + num_node_messages: 2 + width: 1024 + input_encoding: split + learned_representation_mode: last + mamba: + activation: elu + conv_type: mamba + d_conv: 4 + d_state: 16 + dropout: 0.0 + embedding_dim: 128 + expand: 2 + num_convs: 2 + num_heads: 2 + width: 128 + pt_mode: direct-elemtype-split + sin_phi_mode: linear + trainable: all +ntest: 5000 +ntrain: null +num_epochs: 10 +num_workers: 0 +nvalid: null +patience: 20 +prefetch_factor: null +raytune: + asha: + brackets: 1 + grace_period: 10 + max_t: 200 + reduction_factor: 4 + default_metric: val_loss + default_mode: min + hyperband: + max_t: 200 + reduction_factor: 4 + hyperopt: + n_random_steps: 10 + local_dir: null + nevergrad: + n_random_steps: 10 + sched: null + search_alg: null +save_attention: true +sort_data: false +test: true +test_dataset: + clic_edm_qq_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ttbar_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ww_fullhad_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 +train: null +train_dataset: + clic: + physical: + batch_size: 1 + samples: + clic_edm_qq_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ttbar_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ww_fullhad_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 +val_freq: null +valid_dataset: + clic: + physical: + batch_size: 1 + samples: + clic_edm_qq_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ttbar_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ww_fullhad_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 diff --git a/clic/clusters/v2.3.0/pyg-clic_20250309_173756_957486/test.log b/clic/clusters/v2.3.0/pyg-clic_20250309_173756_957486/test.log new file mode 100644 index 0000000000000000000000000000000000000000..0361a9631bc5b8ff000bea216c52a5025b6d7689 --- /dev/null +++ b/clic/clusters/v2.3.0/pyg-clic_20250309_173756_957486/test.log @@ -0,0 +1,925 @@ +[2025-03-13 09:38:58,407] INFO: Will use single-gpu: NVIDIA A100 80GB PCIe MIG 1g.10gb +[2025-03-13 09:38:58,410] INFO: configured dtype=torch.bfloat16 for autocast +[2025-03-13 09:38:58,410] INFO: configured dtype=torch.bfloat16 for autocast +[2025-03-13 09:38:58,414] INFO: model_kwargs: {'input_dim': 17, 'num_classes': 6, 'input_encoding': 'split', 'pt_mode': 'direct-elemtype-split', 'eta_mode': 'linear', 'sin_phi_mode': 'linear', 'cos_phi_mode': 'linear', 'energy_mode': 'direct-elemtype-split', 'elemtypes_nonzero': [1, 2], 'learned_representation_mode': 'last', 'conv_type': 'attention', 'num_convs': 3, 'dropout_ff': 0.0, 'dropout_conv_id_mha': 0.0, 'dropout_conv_id_ff': 0.0, 'dropout_conv_reg_mha': 0.0, 'dropout_conv_reg_ff': 0.0, 'activation': 'relu', 'head_dim': 32, 'num_heads': 32, 'attention_type': 'flash', 'use_pre_layernorm': True} +[2025-03-13 09:38:58,414] INFO: model_kwargs: {'input_dim': 17, 'num_classes': 6, 'input_encoding': 'split', 'pt_mode': 'direct-elemtype-split', 'eta_mode': 'linear', 'sin_phi_mode': 'linear', 'cos_phi_mode': 'linear', 'energy_mode': 'direct-elemtype-split', 'elemtypes_nonzero': [1, 2], 'learned_representation_mode': 'last', 'conv_type': 'attention', 'num_convs': 3, 'dropout_ff': 0.0, 'dropout_conv_id_mha': 0.0, 'dropout_conv_id_ff': 0.0, 'dropout_conv_reg_mha': 0.0, 'dropout_conv_reg_ff': 0.0, 'activation': 'relu', 'head_dim': 32, 'num_heads': 32, 'attention_type': 'flash', 'use_pre_layernorm': True} +[2025-03-13 09:38:58,497] INFO: layer conv_id_0 using attention_type=flash +[2025-03-13 09:38:58,497] INFO: layer conv_id_0 using attention_type=flash +[2025-03-13 09:38:58,533] INFO: layer conv_reg_0 using attention_type=flash +[2025-03-13 09:38:58,533] INFO: layer conv_reg_0 using attention_type=flash +[2025-03-13 09:38:58,566] INFO: layer conv_id_1 using attention_type=flash +[2025-03-13 09:38:58,566] INFO: layer conv_id_1 using attention_type=flash +[2025-03-13 09:38:58,600] INFO: layer conv_reg_1 using attention_type=flash +[2025-03-13 09:38:58,600] INFO: layer conv_reg_1 using attention_type=flash +[2025-03-13 09:38:58,634] INFO: layer conv_id_2 using attention_type=flash +[2025-03-13 09:38:58,634] INFO: layer conv_id_2 using attention_type=flash +[2025-03-13 09:38:58,667] INFO: layer conv_reg_2 using attention_type=flash +[2025-03-13 09:38:58,667] INFO: layer conv_reg_2 using attention_type=flash +[2025-03-13 09:38:59,410] INFO: Loaded model weights from experiments/pyg-clic_20250309_173756_957486/checkpoints/checkpoint-10-1.939268.pth +[2025-03-13 09:38:59,410] INFO: Loaded model weights from experiments/pyg-clic_20250309_173756_957486/checkpoints/checkpoint-10-1.939268.pth +[2025-03-13 09:38:59,471] INFO: MLPF( + (nn0_id): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=17, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1024, bias=True) + ) + ) + (nn0_reg): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=17, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1024, bias=True) + ) + ) + (conv_id): ModuleList( + (0-2): 3 x PreLnSelfAttentionLayer( + (mha): MultiheadAttention( + (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) + ) + (norm0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (norm1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (seq): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): Linear(in_features=1024, out_features=1024, bias=True) + (3): ReLU() + ) + (dropout): Dropout(p=0.0, inplace=False) + ) + ) + (conv_reg): ModuleList( + (0-2): 3 x PreLnSelfAttentionLayer( + (mha): MultiheadAttention( + (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) + ) + (norm0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (norm1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (seq): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): Linear(in_features=1024, out_features=1024, bias=True) + (3): ReLU() + ) + (dropout): Dropout(p=0.0, inplace=False) + ) + ) + (nn_binary_particle): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + (nn_pid): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=6, bias=True) + ) + (nn_pu): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1, bias=True) + ) + (nn_pt): RegressionOutput( + (nn): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1, bias=True) + ) + ) + ) + (nn_eta): RegressionOutput( + (nn): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + ) + (nn_sin_phi): RegressionOutput( + (nn): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + ) + (nn_cos_phi): RegressionOutput( + (nn): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + ) + (nn_energy): RegressionOutput( + (nn): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1, bias=True) + ) + ) + ) + (final_norm_id): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (final_norm_reg): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) +) +[2025-03-13 09:38:59,471] INFO: MLPF( + (nn0_id): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=17, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1024, bias=True) + ) + ) + (nn0_reg): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=17, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1024, bias=True) + ) + ) + (conv_id): ModuleList( + (0-2): 3 x PreLnSelfAttentionLayer( + (mha): MultiheadAttention( + (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) + ) + (norm0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (norm1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (seq): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): Linear(in_features=1024, out_features=1024, bias=True) + (3): ReLU() + ) + (dropout): Dropout(p=0.0, inplace=False) + ) + ) + (conv_reg): ModuleList( + (0-2): 3 x PreLnSelfAttentionLayer( + (mha): MultiheadAttention( + (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) + ) + (norm0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (norm1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (seq): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): Linear(in_features=1024, out_features=1024, bias=True) + (3): ReLU() + ) + (dropout): Dropout(p=0.0, inplace=False) + ) + ) + (nn_binary_particle): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + (nn_pid): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=6, bias=True) + ) + (nn_pu): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1, bias=True) + ) + (nn_pt): RegressionOutput( + (nn): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1, bias=True) + ) + ) + ) + (nn_eta): RegressionOutput( + (nn): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + ) + (nn_sin_phi): RegressionOutput( + (nn): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + ) + (nn_cos_phi): RegressionOutput( + (nn): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + ) + (nn_energy): RegressionOutput( + (nn): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1, bias=True) + ) + ) + ) + (final_norm_id): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (final_norm_reg): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) +) +[2025-03-13 09:38:59,476] INFO: Trainable parameters: 52630547 +[2025-03-13 09:38:59,476] INFO: Trainable parameters: 52630547 +[2025-03-13 09:38:59,477] INFO: Non-trainable parameters: 0 +[2025-03-13 09:38:59,477] INFO: Non-trainable parameters: 0 +[2025-03-13 09:38:59,479] INFO: Total parameters: 52630547 +[2025-03-13 09:38:59,479] INFO: Total parameters: 52630547 +[2025-03-13 09:38:59,482] INFO: Modules Trainable parameters Non-trainable parameters + nn0_id.0.0.weight 17408 0 + nn0_id.0.0.bias 1024 0 + nn0_id.0.2.weight 1024 0 + nn0_id.0.2.bias 1024 0 + nn0_id.0.4.weight 1048576 0 + nn0_id.0.4.bias 1024 0 + nn0_id.1.0.weight 17408 0 + nn0_id.1.0.bias 1024 0 + nn0_id.1.2.weight 1024 0 + nn0_id.1.2.bias 1024 0 + nn0_id.1.4.weight 1048576 0 + nn0_id.1.4.bias 1024 0 + nn0_reg.0.0.weight 17408 0 + nn0_reg.0.0.bias 1024 0 + nn0_reg.0.2.weight 1024 0 + nn0_reg.0.2.bias 1024 0 + nn0_reg.0.4.weight 1048576 0 + nn0_reg.0.4.bias 1024 0 + nn0_reg.1.0.weight 17408 0 + nn0_reg.1.0.bias 1024 0 + nn0_reg.1.2.weight 1024 0 + nn0_reg.1.2.bias 1024 0 + nn0_reg.1.4.weight 1048576 0 + nn0_reg.1.4.bias 1024 0 + conv_id.0.mha.in_proj_weight 3145728 0 + conv_id.0.mha.in_proj_bias 3072 0 + conv_id.0.mha.out_proj.weight 1048576 0 + conv_id.0.mha.out_proj.bias 1024 0 + conv_id.0.norm0.weight 1024 0 + conv_id.0.norm0.bias 1024 0 + conv_id.0.norm1.weight 1024 0 + conv_id.0.norm1.bias 1024 0 + conv_id.0.seq.0.weight 1048576 0 + conv_id.0.seq.0.bias 1024 0 + conv_id.0.seq.2.weight 1048576 0 + conv_id.0.seq.2.bias 1024 0 + conv_id.1.mha.in_proj_weight 3145728 0 + conv_id.1.mha.in_proj_bias 3072 0 + conv_id.1.mha.out_proj.weight 1048576 0 + conv_id.1.mha.out_proj.bias 1024 0 + conv_id.1.norm0.weight 1024 0 + conv_id.1.norm0.bias 1024 0 + conv_id.1.norm1.weight 1024 0 + conv_id.1.norm1.bias 1024 0 + conv_id.1.seq.0.weight 1048576 0 + conv_id.1.seq.0.bias 1024 0 + conv_id.1.seq.2.weight 1048576 0 + conv_id.1.seq.2.bias 1024 0 + conv_id.2.mha.in_proj_weight 3145728 0 + conv_id.2.mha.in_proj_bias 3072 0 + conv_id.2.mha.out_proj.weight 1048576 0 + conv_id.2.mha.out_proj.bias 1024 0 + conv_id.2.norm0.weight 1024 0 + conv_id.2.norm0.bias 1024 0 + conv_id.2.norm1.weight 1024 0 + conv_id.2.norm1.bias 1024 0 + conv_id.2.seq.0.weight 1048576 0 + conv_id.2.seq.0.bias 1024 0 + conv_id.2.seq.2.weight 1048576 0 + conv_id.2.seq.2.bias 1024 0 + conv_reg.0.mha.in_proj_weight 3145728 0 + conv_reg.0.mha.in_proj_bias 3072 0 +conv_reg.0.mha.out_proj.weight 1048576 0 + conv_reg.0.mha.out_proj.bias 1024 0 + conv_reg.0.norm0.weight 1024 0 + conv_reg.0.norm0.bias 1024 0 + conv_reg.0.norm1.weight 1024 0 + conv_reg.0.norm1.bias 1024 0 + conv_reg.0.seq.0.weight 1048576 0 + conv_reg.0.seq.0.bias 1024 0 + conv_reg.0.seq.2.weight 1048576 0 + conv_reg.0.seq.2.bias 1024 0 + conv_reg.1.mha.in_proj_weight 3145728 0 + conv_reg.1.mha.in_proj_bias 3072 0 +conv_reg.1.mha.out_proj.weight 1048576 0 + conv_reg.1.mha.out_proj.bias 1024 0 + conv_reg.1.norm0.weight 1024 0 + conv_reg.1.norm0.bias 1024 0 + conv_reg.1.norm1.weight 1024 0 + conv_reg.1.norm1.bias 1024 0 + conv_reg.1.seq.0.weight 1048576 0 + conv_reg.1.seq.0.bias 1024 0 + conv_reg.1.seq.2.weight 1048576 0 + conv_reg.1.seq.2.bias 1024 0 + conv_reg.2.mha.in_proj_weight 3145728 0 + conv_reg.2.mha.in_proj_bias 3072 0 +conv_reg.2.mha.out_proj.weight 1048576 0 + conv_reg.2.mha.out_proj.bias 1024 0 + conv_reg.2.norm0.weight 1024 0 + conv_reg.2.norm0.bias 1024 0 + conv_reg.2.norm1.weight 1024 0 + conv_reg.2.norm1.bias 1024 0 + conv_reg.2.seq.0.weight 1048576 0 + conv_reg.2.seq.0.bias 1024 0 + conv_reg.2.seq.2.weight 1048576 0 + conv_reg.2.seq.2.bias 1024 0 + nn_binary_particle.0.weight 1048576 0 + nn_binary_particle.0.bias 1024 0 + nn_binary_particle.2.weight 1024 0 + nn_binary_particle.2.bias 1024 0 + nn_binary_particle.4.weight 2048 0 + nn_binary_particle.4.bias 2 0 + nn_pid.0.weight 1048576 0 + nn_pid.0.bias 1024 0 + nn_pid.2.weight 1024 0 + nn_pid.2.bias 1024 0 + nn_pid.4.weight 6144 0 + nn_pid.4.bias 6 0 + nn_pu.0.weight 1048576 0 + nn_pu.0.bias 1024 0 + nn_pu.2.weight 1024 0 + nn_pu.2.bias 1024 0 + nn_pu.4.weight 1024 0 + nn_pu.4.bias 1 0 + nn_pt.nn.0.0.weight 1048576 0 + nn_pt.nn.0.0.bias 1024 0 + nn_pt.nn.0.2.weight 1024 0 + nn_pt.nn.0.2.bias 1024 0 + nn_pt.nn.0.4.weight 1024 0 + nn_pt.nn.0.4.bias 1 0 + nn_pt.nn.1.0.weight 1048576 0 + nn_pt.nn.1.0.bias 1024 0 + nn_pt.nn.1.2.weight 1024 0 + nn_pt.nn.1.2.bias 1024 0 + nn_pt.nn.1.4.weight 1024 0 + nn_pt.nn.1.4.bias 1 0 + nn_eta.nn.0.weight 1048576 0 + nn_eta.nn.0.bias 1024 0 + nn_eta.nn.2.weight 1024 0 + nn_eta.nn.2.bias 1024 0 + nn_eta.nn.4.weight 2048 0 + nn_eta.nn.4.bias 2 0 + nn_sin_phi.nn.0.weight 1048576 0 + nn_sin_phi.nn.0.bias 1024 0 + nn_sin_phi.nn.2.weight 1024 0 + nn_sin_phi.nn.2.bias 1024 0 + nn_sin_phi.nn.4.weight 2048 0 + nn_sin_phi.nn.4.bias 2 0 + nn_cos_phi.nn.0.weight 1048576 0 + nn_cos_phi.nn.0.bias 1024 0 + nn_cos_phi.nn.2.weight 1024 0 + nn_cos_phi.nn.2.bias 1024 0 + nn_cos_phi.nn.4.weight 2048 0 + nn_cos_phi.nn.4.bias 2 0 + nn_energy.nn.0.0.weight 1048576 0 + nn_energy.nn.0.0.bias 1024 0 + nn_energy.nn.0.2.weight 1024 0 + nn_energy.nn.0.2.bias 1024 0 + nn_energy.nn.0.4.weight 1024 0 + nn_energy.nn.0.4.bias 1 0 + nn_energy.nn.1.0.weight 1048576 0 + nn_energy.nn.1.0.bias 1024 0 + nn_energy.nn.1.2.weight 1024 0 + nn_energy.nn.1.2.bias 1024 0 + nn_energy.nn.1.4.weight 1024 0 + nn_energy.nn.1.4.bias 1 0 + final_norm_id.weight 1024 0 + final_norm_id.bias 1024 0 + final_norm_reg.weight 1024 0 + final_norm_reg.bias 1024 0 +[2025-03-13 09:38:59,482] INFO: Modules Trainable parameters Non-trainable parameters + nn0_id.0.0.weight 17408 0 + nn0_id.0.0.bias 1024 0 + nn0_id.0.2.weight 1024 0 + nn0_id.0.2.bias 1024 0 + nn0_id.0.4.weight 1048576 0 + nn0_id.0.4.bias 1024 0 + nn0_id.1.0.weight 17408 0 + nn0_id.1.0.bias 1024 0 + nn0_id.1.2.weight 1024 0 + nn0_id.1.2.bias 1024 0 + nn0_id.1.4.weight 1048576 0 + nn0_id.1.4.bias 1024 0 + nn0_reg.0.0.weight 17408 0 + nn0_reg.0.0.bias 1024 0 + nn0_reg.0.2.weight 1024 0 + nn0_reg.0.2.bias 1024 0 + nn0_reg.0.4.weight 1048576 0 + nn0_reg.0.4.bias 1024 0 + nn0_reg.1.0.weight 17408 0 + nn0_reg.1.0.bias 1024 0 + nn0_reg.1.2.weight 1024 0 + nn0_reg.1.2.bias 1024 0 + nn0_reg.1.4.weight 1048576 0 + nn0_reg.1.4.bias 1024 0 + conv_id.0.mha.in_proj_weight 3145728 0 + conv_id.0.mha.in_proj_bias 3072 0 + conv_id.0.mha.out_proj.weight 1048576 0 + conv_id.0.mha.out_proj.bias 1024 0 + conv_id.0.norm0.weight 1024 0 + conv_id.0.norm0.bias 1024 0 + conv_id.0.norm1.weight 1024 0 + conv_id.0.norm1.bias 1024 0 + conv_id.0.seq.0.weight 1048576 0 + conv_id.0.seq.0.bias 1024 0 + conv_id.0.seq.2.weight 1048576 0 + conv_id.0.seq.2.bias 1024 0 + conv_id.1.mha.in_proj_weight 3145728 0 + conv_id.1.mha.in_proj_bias 3072 0 + conv_id.1.mha.out_proj.weight 1048576 0 + conv_id.1.mha.out_proj.bias 1024 0 + conv_id.1.norm0.weight 1024 0 + conv_id.1.norm0.bias 1024 0 + conv_id.1.norm1.weight 1024 0 + conv_id.1.norm1.bias 1024 0 + conv_id.1.seq.0.weight 1048576 0 + conv_id.1.seq.0.bias 1024 0 + conv_id.1.seq.2.weight 1048576 0 + conv_id.1.seq.2.bias 1024 0 + conv_id.2.mha.in_proj_weight 3145728 0 + conv_id.2.mha.in_proj_bias 3072 0 + conv_id.2.mha.out_proj.weight 1048576 0 + conv_id.2.mha.out_proj.bias 1024 0 + conv_id.2.norm0.weight 1024 0 + conv_id.2.norm0.bias 1024 0 + conv_id.2.norm1.weight 1024 0 + conv_id.2.norm1.bias 1024 0 + conv_id.2.seq.0.weight 1048576 0 + conv_id.2.seq.0.bias 1024 0 + conv_id.2.seq.2.weight 1048576 0 + conv_id.2.seq.2.bias 1024 0 + conv_reg.0.mha.in_proj_weight 3145728 0 + conv_reg.0.mha.in_proj_bias 3072 0 +conv_reg.0.mha.out_proj.weight 1048576 0 + conv_reg.0.mha.out_proj.bias 1024 0 + conv_reg.0.norm0.weight 1024 0 + conv_reg.0.norm0.bias 1024 0 + conv_reg.0.norm1.weight 1024 0 + conv_reg.0.norm1.bias 1024 0 + conv_reg.0.seq.0.weight 1048576 0 + conv_reg.0.seq.0.bias 1024 0 + conv_reg.0.seq.2.weight 1048576 0 + conv_reg.0.seq.2.bias 1024 0 + conv_reg.1.mha.in_proj_weight 3145728 0 + conv_reg.1.mha.in_proj_bias 3072 0 +conv_reg.1.mha.out_proj.weight 1048576 0 + conv_reg.1.mha.out_proj.bias 1024 0 + conv_reg.1.norm0.weight 1024 0 + conv_reg.1.norm0.bias 1024 0 + conv_reg.1.norm1.weight 1024 0 + conv_reg.1.norm1.bias 1024 0 + conv_reg.1.seq.0.weight 1048576 0 + conv_reg.1.seq.0.bias 1024 0 + conv_reg.1.seq.2.weight 1048576 0 + conv_reg.1.seq.2.bias 1024 0 + conv_reg.2.mha.in_proj_weight 3145728 0 + conv_reg.2.mha.in_proj_bias 3072 0 +conv_reg.2.mha.out_proj.weight 1048576 0 + conv_reg.2.mha.out_proj.bias 1024 0 + conv_reg.2.norm0.weight 1024 0 + conv_reg.2.norm0.bias 1024 0 + conv_reg.2.norm1.weight 1024 0 + conv_reg.2.norm1.bias 1024 0 + conv_reg.2.seq.0.weight 1048576 0 + conv_reg.2.seq.0.bias 1024 0 + conv_reg.2.seq.2.weight 1048576 0 + conv_reg.2.seq.2.bias 1024 0 + nn_binary_particle.0.weight 1048576 0 + nn_binary_particle.0.bias 1024 0 + nn_binary_particle.2.weight 1024 0 + nn_binary_particle.2.bias 1024 0 + nn_binary_particle.4.weight 2048 0 + nn_binary_particle.4.bias 2 0 + nn_pid.0.weight 1048576 0 + nn_pid.0.bias 1024 0 + nn_pid.2.weight 1024 0 + nn_pid.2.bias 1024 0 + nn_pid.4.weight 6144 0 + nn_pid.4.bias 6 0 + nn_pu.0.weight 1048576 0 + nn_pu.0.bias 1024 0 + nn_pu.2.weight 1024 0 + nn_pu.2.bias 1024 0 + nn_pu.4.weight 1024 0 + nn_pu.4.bias 1 0 + nn_pt.nn.0.0.weight 1048576 0 + nn_pt.nn.0.0.bias 1024 0 + nn_pt.nn.0.2.weight 1024 0 + nn_pt.nn.0.2.bias 1024 0 + nn_pt.nn.0.4.weight 1024 0 + nn_pt.nn.0.4.bias 1 0 + nn_pt.nn.1.0.weight 1048576 0 + nn_pt.nn.1.0.bias 1024 0 + nn_pt.nn.1.2.weight 1024 0 + nn_pt.nn.1.2.bias 1024 0 + nn_pt.nn.1.4.weight 1024 0 + nn_pt.nn.1.4.bias 1 0 + nn_eta.nn.0.weight 1048576 0 + nn_eta.nn.0.bias 1024 0 + nn_eta.nn.2.weight 1024 0 + nn_eta.nn.2.bias 1024 0 + nn_eta.nn.4.weight 2048 0 + nn_eta.nn.4.bias 2 0 + nn_sin_phi.nn.0.weight 1048576 0 + nn_sin_phi.nn.0.bias 1024 0 + nn_sin_phi.nn.2.weight 1024 0 + nn_sin_phi.nn.2.bias 1024 0 + nn_sin_phi.nn.4.weight 2048 0 + nn_sin_phi.nn.4.bias 2 0 + nn_cos_phi.nn.0.weight 1048576 0 + nn_cos_phi.nn.0.bias 1024 0 + nn_cos_phi.nn.2.weight 1024 0 + nn_cos_phi.nn.2.bias 1024 0 + nn_cos_phi.nn.4.weight 2048 0 + nn_cos_phi.nn.4.bias 2 0 + nn_energy.nn.0.0.weight 1048576 0 + nn_energy.nn.0.0.bias 1024 0 + nn_energy.nn.0.2.weight 1024 0 + nn_energy.nn.0.2.bias 1024 0 + nn_energy.nn.0.4.weight 1024 0 + nn_energy.nn.0.4.bias 1 0 + nn_energy.nn.1.0.weight 1048576 0 + nn_energy.nn.1.0.bias 1024 0 + nn_energy.nn.1.2.weight 1024 0 + nn_energy.nn.1.2.bias 1024 0 + nn_energy.nn.1.4.weight 1024 0 + nn_energy.nn.1.4.bias 1 0 + final_norm_id.weight 1024 0 + final_norm_id.bias 1024 0 + final_norm_reg.weight 1024 0 + final_norm_reg.bias 1024 0 +[2025-03-13 09:38:59,484] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-13 09:38:59,484] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-13 09:38:59,761] INFO: test_dataset: clic_edm_qq_pf, 5000 +[2025-03-13 09:38:59,761] INFO: test_dataset: clic_edm_qq_pf, 5000 +[2025-03-13 09:38:59,773] INFO: Running predictions on clic_edm_qq_pf +[2025-03-13 09:38:59,773] INFO: Running predictions on clic_edm_qq_pf +[2025-03-13 09:39:02,303] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_qq_pf/pred_0_0.parquet +[2025-03-13 09:39:02,303] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_qq_pf/pred_0_0.parquet +[2025-03-13 09:39:02,851] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_qq_pf/pred_0_1.parquet +[2025-03-13 09:39:02,851] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_qq_pf/pred_0_1.parquet +[2025-03-13 09:39:03,376] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_qq_pf/pred_0_2.parquet +[2025-03-13 09:39:03,376] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_qq_pf/pred_0_2.parquet +[2025-03-13 09:39:03,881] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_qq_pf/pred_0_3.parquet +[2025-03-13 09:39:03,881] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_qq_pf/pred_0_3.parquet +[2025-03-13 09:39:04,436] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_qq_pf/pred_0_4.parquet +[2025-03-13 09:39:04,436] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_qq_pf/pred_0_4.parquet +[2025-03-13 09:39:05,754] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_qq_pf/pred_0_5.parquet +[2025-03-13 09:39:05,754] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_qq_pf/pred_0_5.parquet +[2025-03-13 09:39:06,283] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_qq_pf/pred_0_6.parquet +[2025-03-13 09:39:06,283] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_qq_pf/pred_0_6.parquet +[2025-03-13 09:39:06,929] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_qq_pf/pred_0_7.parquet +[2025-03-13 09:39:06,929] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_qq_pf/pred_0_7.parquet +[2025-03-13 09:39:07,415] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_qq_pf/pred_0_8.parquet +[2025-03-13 09:39:07,415] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_qq_pf/pred_0_8.parquet +[2025-03-13 09:39:07,941] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_qq_pf/pred_0_9.parquet +[2025-03-13 09:39:07,941] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_qq_pf/pred_0_9.parquet +[2025-03-13 09:39:08,521] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_qq_pf/pred_0_10.parquet +[2025-03-13 09:39:08,521] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_qq_pf/pred_0_10.parquet +[2025-03-13 09:39:09,002] INFO: Saved predictions at 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+[2025-03-13 09:39:29,127] INFO: Time taken to make predictions on device 0 is: 0.49 min +[2025-03-13 09:39:29,130] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-13 09:39:29,130] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-13 09:39:29,227] INFO: test_dataset: clic_edm_ttbar_pf, 5000 +[2025-03-13 09:39:29,227] INFO: test_dataset: clic_edm_ttbar_pf, 5000 +[2025-03-13 09:39:29,232] INFO: Running predictions on clic_edm_ttbar_pf +[2025-03-13 09:39:29,232] INFO: Running predictions on clic_edm_ttbar_pf +[2025-03-13 09:39:29,980] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_ttbar_pf/pred_0_0.parquet +[2025-03-13 09:39:29,980] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_ttbar_pf/pred_0_0.parquet +[2025-03-13 09:39:30,614] INFO: Saved predictions at 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experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_ttbar_pf/pred_0_46.parquet +[2025-03-13 09:40:00,339] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_ttbar_pf/pred_0_46.parquet +[2025-03-13 09:40:00,972] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_ttbar_pf/pred_0_47.parquet +[2025-03-13 09:40:00,972] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_ttbar_pf/pred_0_47.parquet +[2025-03-13 09:40:01,661] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_ttbar_pf/pred_0_48.parquet +[2025-03-13 09:40:01,661] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_ttbar_pf/pred_0_48.parquet +[2025-03-13 09:40:02,287] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_ttbar_pf/pred_0_49.parquet +[2025-03-13 09:40:02,287] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_ttbar_pf/pred_0_49.parquet +[2025-03-13 09:40:02,296] INFO: Time taken to make predictions on device 0 is: 0.55 min +[2025-03-13 09:40:02,296] INFO: Time taken to make predictions on device 0 is: 0.55 min +[2025-03-13 09:40:02,298] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-13 09:40:02,298] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-13 09:40:02,393] INFO: test_dataset: clic_edm_ww_fullhad_pf, 5000 +[2025-03-13 09:40:02,393] INFO: test_dataset: clic_edm_ww_fullhad_pf, 5000 +[2025-03-13 09:40:02,398] INFO: Running predictions on clic_edm_ww_fullhad_pf +[2025-03-13 09:40:02,398] INFO: Running predictions on clic_edm_ww_fullhad_pf +[2025-03-13 09:40:02,990] INFO: Saved predictions at 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at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_ww_fullhad_pf/pred_0_3.parquet +[2025-03-13 09:40:04,698] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_ww_fullhad_pf/pred_0_3.parquet +[2025-03-13 09:40:05,249] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_ww_fullhad_pf/pred_0_4.parquet +[2025-03-13 09:40:05,249] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_ww_fullhad_pf/pred_0_4.parquet +[2025-03-13 09:40:05,808] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_ww_fullhad_pf/pred_0_5.parquet +[2025-03-13 09:40:05,808] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_ww_fullhad_pf/pred_0_5.parquet +[2025-03-13 09:40:06,373] INFO: Saved 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experiments/pyg-clic_20250309_173756_957486/preds_checkpoint-10-1.939268/clic_edm_ww_fullhad_pf/pred_0_49.parquet +[2025-03-13 09:40:30,439] INFO: Time taken to make predictions on device 0 is: 0.47 min +[2025-03-13 09:40:30,439] INFO: Time taken to make predictions on device 0 is: 0.47 min +[2025-03-13 09:40:30,441] INFO: Plotting distributions for clic_edm_qq_pf +[2025-03-13 09:40:30,441] INFO: Plotting distributions for clic_edm_qq_pf +[2025-03-13 09:41:11,820] INFO: Plotting distributions for clic_edm_ttbar_pf +[2025-03-13 09:41:11,820] INFO: Plotting distributions for clic_edm_ttbar_pf +[2025-03-13 09:41:54,358] INFO: Plotting distributions for clic_edm_ww_fullhad_pf +[2025-03-13 09:41:54,358] INFO: Plotting distributions for clic_edm_ww_fullhad_pf diff --git a/clic/clusters/v2.3.0/pyg-clic_20250309_173756_957486/train-config.yaml b/clic/clusters/v2.3.0/pyg-clic_20250309_173756_957486/train-config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..eb6fba81415f5b8a491dd2b9e427a555580ad7fe --- /dev/null +++ b/clic/clusters/v2.3.0/pyg-clic_20250309_173756_957486/train-config.yaml @@ -0,0 +1,226 @@ +checkpoint_freq: 1 +comet: true +comet_name: particleflow-pt +comet_offline: false +comet_step_freq: 100 +conv_type: attention +data_dir: /scratch/persistent/joosep/tensorflow_datasets +dataset: clic +dtype: bfloat16 +enabled_test_datasets: +- clic_edm_qq_pf +finetune: null +gpu_batch_multiplier: 256 +gpus: 1 +load: null +lr: 0.0001 +lr_schedule: cosinedecay +lr_schedule_config: + onecycle: + pct_start: 0.3 +make_plots: null +model: + attention: + activation: relu + attention_type: flash + conv_type: attention + dropout_conv_id_ff: 0.0 + dropout_conv_id_mha: 0.0 + dropout_conv_reg_ff: 0.0 + dropout_conv_reg_mha: 0.0 + dropout_ff: 0.0 + head_dim: 32 + num_convs: 3 + num_heads: 32 + use_pre_layernorm: true + cos_phi_mode: linear + energy_mode: direct-elemtype-split + eta_mode: linear + gnn_lsh: + activation: elu + bin_size: 32 + conv_type: gnn_lsh + distance_dim: 128 + embedding_dim: 1024 + ffn_dist_hidden_dim: 128 + ffn_dist_num_layers: 2 + layernorm: true + max_num_bins: 200 + num_convs: 3 + num_node_messages: 2 + width: 1024 + input_encoding: split + learned_representation_mode: last + mamba: + activation: elu + conv_type: mamba + d_conv: 4 + d_state: 16 + dropout: 0.0 + embedding_dim: 128 + expand: 2 + num_convs: 2 + num_heads: 2 + width: 128 + pt_mode: direct-elemtype-split + sin_phi_mode: linear + trainable: all +ntest: 2000 +ntrain: null +num_epochs: 10 +num_workers: 8 +nvalid: null +patience: 20 +prefetch_factor: 100 +raytune: + asha: + brackets: 1 + grace_period: 10 + max_t: 200 + reduction_factor: 4 + default_metric: val_loss + default_mode: min + hyperband: + max_t: 200 + reduction_factor: 4 + hyperopt: + n_random_steps: 10 + local_dir: null + nevergrad: + n_random_steps: 10 + sched: null + search_alg: null +save_attention: true +sort_data: false +start_epoch: 1 +test: null +test_dataset: + clic_edm_qq_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ttbar_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ww_fullhad_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 +train: true +train_dataset: + clic: + physical: + batch_size: 1 + samples: + clic_edm_qq_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ttbar_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ww_fullhad_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 +val_freq: null +valid_dataset: + clic: + physical: + batch_size: 1 + samples: + clic_edm_qq_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ttbar_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 + clic_edm_ww_fullhad_pf: + splits: + - 1 + - 2 + - 3 + - 4 + - 5 + - 6 + - 7 + - 8 + - 9 + - 10 + version: 2.5.0 diff --git a/clic/clusters/v2.3.0/pyg-clic_20250309_173756_957486/train.log b/clic/clusters/v2.3.0/pyg-clic_20250309_173756_957486/train.log new file mode 100644 index 0000000000000000000000000000000000000000..fff5bcf26e12fa9297c86bebf0090b600c335575 --- /dev/null +++ b/clic/clusters/v2.3.0/pyg-clic_20250309_173756_957486/train.log @@ -0,0 +1,977 @@ +[2025-03-09 17:37:56,979] INFO: Will use single-gpu: NVIDIA A100 80GB PCIe +[2025-03-09 17:37:56,979] INFO: configured dtype=torch.bfloat16 for autocast +[2025-03-09 17:37:56,979] INFO: configured dtype=torch.bfloat16 for autocast +[2025-03-09 17:37:57,065] INFO: layer conv_id_0 using attention_type=flash +[2025-03-09 17:37:57,065] INFO: layer conv_id_0 using attention_type=flash +[2025-03-09 17:37:57,096] INFO: layer conv_reg_0 using attention_type=flash +[2025-03-09 17:37:57,096] INFO: layer conv_reg_0 using attention_type=flash +[2025-03-09 17:37:57,128] INFO: layer conv_id_1 using attention_type=flash +[2025-03-09 17:37:57,128] INFO: layer conv_id_1 using attention_type=flash +[2025-03-09 17:37:57,160] INFO: layer conv_reg_1 using attention_type=flash +[2025-03-09 17:37:57,160] INFO: layer conv_reg_1 using attention_type=flash +[2025-03-09 17:37:57,192] INFO: layer conv_id_2 using attention_type=flash +[2025-03-09 17:37:57,192] INFO: layer conv_id_2 using attention_type=flash +[2025-03-09 17:37:57,223] INFO: layer conv_reg_2 using attention_type=flash +[2025-03-09 17:37:57,223] INFO: layer conv_reg_2 using attention_type=flash +[2025-03-09 17:37:57,522] INFO: MLPF( + (nn0_id): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=17, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1024, bias=True) + ) + ) + (nn0_reg): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=17, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1024, bias=True) + ) + ) + (conv_id): ModuleList( + (0-2): 3 x PreLnSelfAttentionLayer( + (mha): MultiheadAttention( + (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) + ) + (norm0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (norm1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (seq): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): Linear(in_features=1024, out_features=1024, bias=True) + (3): ReLU() + ) + (dropout): Dropout(p=0.0, inplace=False) + ) + ) + (conv_reg): ModuleList( + (0-2): 3 x PreLnSelfAttentionLayer( + (mha): MultiheadAttention( + (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) + ) + (norm0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (norm1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (seq): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): Linear(in_features=1024, out_features=1024, bias=True) + (3): ReLU() + ) + (dropout): Dropout(p=0.0, inplace=False) + ) + ) + (nn_binary_particle): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + (nn_pid): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=6, bias=True) + ) + (nn_pu): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1, bias=True) + ) + (nn_pt): RegressionOutput( + (nn): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1, bias=True) + ) + ) + ) + (nn_eta): RegressionOutput( + (nn): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + ) + (nn_sin_phi): RegressionOutput( + (nn): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + ) + (nn_cos_phi): RegressionOutput( + (nn): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + ) + (nn_energy): RegressionOutput( + (nn): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1, bias=True) + ) + ) + ) + (final_norm_id): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (final_norm_reg): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) +) +[2025-03-09 17:37:57,522] INFO: MLPF( + (nn0_id): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=17, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1024, bias=True) + ) + ) + (nn0_reg): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=17, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1024, bias=True) + ) + ) + (conv_id): ModuleList( + (0-2): 3 x PreLnSelfAttentionLayer( + (mha): MultiheadAttention( + (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) + ) + (norm0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (norm1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (seq): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): Linear(in_features=1024, out_features=1024, bias=True) + (3): ReLU() + ) + (dropout): Dropout(p=0.0, inplace=False) + ) + ) + (conv_reg): ModuleList( + (0-2): 3 x PreLnSelfAttentionLayer( + (mha): MultiheadAttention( + (out_proj): NonDynamicallyQuantizableLinear(in_features=1024, out_features=1024, bias=True) + ) + (norm0): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (norm1): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (seq): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): Linear(in_features=1024, out_features=1024, bias=True) + (3): ReLU() + ) + (dropout): Dropout(p=0.0, inplace=False) + ) + ) + (nn_binary_particle): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + (nn_pid): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=6, bias=True) + ) + (nn_pu): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1, bias=True) + ) + (nn_pt): RegressionOutput( + (nn): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1, bias=True) + ) + ) + ) + (nn_eta): RegressionOutput( + (nn): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + ) + (nn_sin_phi): RegressionOutput( + (nn): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + ) + (nn_cos_phi): RegressionOutput( + (nn): Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=2, bias=True) + ) + ) + (nn_energy): RegressionOutput( + (nn): ModuleList( + (0-1): 2 x Sequential( + (0): Linear(in_features=1024, out_features=1024, bias=True) + (1): ReLU() + (2): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (3): Dropout(p=0.0, inplace=False) + (4): Linear(in_features=1024, out_features=1, bias=True) + ) + ) + ) + (final_norm_id): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) + (final_norm_reg): LayerNorm((1024,), eps=1e-05, elementwise_affine=True) +) +[2025-03-09 17:37:57,523] INFO: Trainable parameters: 52630547 +[2025-03-09 17:37:57,523] INFO: Trainable parameters: 52630547 +[2025-03-09 17:37:57,523] INFO: Non-trainable parameters: 0 +[2025-03-09 17:37:57,523] INFO: Non-trainable parameters: 0 +[2025-03-09 17:37:57,523] INFO: Total parameters: 52630547 +[2025-03-09 17:37:57,523] INFO: Total parameters: 52630547 +[2025-03-09 17:37:57,525] INFO: Modules Trainable parameters Non-trainable parameters + nn0_id.0.0.weight 17408 0 + nn0_id.0.0.bias 1024 0 + nn0_id.0.2.weight 1024 0 + nn0_id.0.2.bias 1024 0 + nn0_id.0.4.weight 1048576 0 + nn0_id.0.4.bias 1024 0 + nn0_id.1.0.weight 17408 0 + nn0_id.1.0.bias 1024 0 + nn0_id.1.2.weight 1024 0 + nn0_id.1.2.bias 1024 0 + nn0_id.1.4.weight 1048576 0 + nn0_id.1.4.bias 1024 0 + nn0_reg.0.0.weight 17408 0 + nn0_reg.0.0.bias 1024 0 + nn0_reg.0.2.weight 1024 0 + nn0_reg.0.2.bias 1024 0 + nn0_reg.0.4.weight 1048576 0 + nn0_reg.0.4.bias 1024 0 + nn0_reg.1.0.weight 17408 0 + nn0_reg.1.0.bias 1024 0 + nn0_reg.1.2.weight 1024 0 + nn0_reg.1.2.bias 1024 0 + nn0_reg.1.4.weight 1048576 0 + nn0_reg.1.4.bias 1024 0 + conv_id.0.mha.in_proj_weight 3145728 0 + conv_id.0.mha.in_proj_bias 3072 0 + conv_id.0.mha.out_proj.weight 1048576 0 + conv_id.0.mha.out_proj.bias 1024 0 + conv_id.0.norm0.weight 1024 0 + conv_id.0.norm0.bias 1024 0 + conv_id.0.norm1.weight 1024 0 + conv_id.0.norm1.bias 1024 0 + conv_id.0.seq.0.weight 1048576 0 + conv_id.0.seq.0.bias 1024 0 + conv_id.0.seq.2.weight 1048576 0 + conv_id.0.seq.2.bias 1024 0 + conv_id.1.mha.in_proj_weight 3145728 0 + conv_id.1.mha.in_proj_bias 3072 0 + conv_id.1.mha.out_proj.weight 1048576 0 + conv_id.1.mha.out_proj.bias 1024 0 + conv_id.1.norm0.weight 1024 0 + conv_id.1.norm0.bias 1024 0 + conv_id.1.norm1.weight 1024 0 + conv_id.1.norm1.bias 1024 0 + conv_id.1.seq.0.weight 1048576 0 + conv_id.1.seq.0.bias 1024 0 + conv_id.1.seq.2.weight 1048576 0 + conv_id.1.seq.2.bias 1024 0 + conv_id.2.mha.in_proj_weight 3145728 0 + conv_id.2.mha.in_proj_bias 3072 0 + conv_id.2.mha.out_proj.weight 1048576 0 + conv_id.2.mha.out_proj.bias 1024 0 + conv_id.2.norm0.weight 1024 0 + conv_id.2.norm0.bias 1024 0 + conv_id.2.norm1.weight 1024 0 + conv_id.2.norm1.bias 1024 0 + conv_id.2.seq.0.weight 1048576 0 + conv_id.2.seq.0.bias 1024 0 + conv_id.2.seq.2.weight 1048576 0 + conv_id.2.seq.2.bias 1024 0 + conv_reg.0.mha.in_proj_weight 3145728 0 + conv_reg.0.mha.in_proj_bias 3072 0 +conv_reg.0.mha.out_proj.weight 1048576 0 + conv_reg.0.mha.out_proj.bias 1024 0 + conv_reg.0.norm0.weight 1024 0 + conv_reg.0.norm0.bias 1024 0 + conv_reg.0.norm1.weight 1024 0 + conv_reg.0.norm1.bias 1024 0 + conv_reg.0.seq.0.weight 1048576 0 + conv_reg.0.seq.0.bias 1024 0 + conv_reg.0.seq.2.weight 1048576 0 + conv_reg.0.seq.2.bias 1024 0 + conv_reg.1.mha.in_proj_weight 3145728 0 + conv_reg.1.mha.in_proj_bias 3072 0 +conv_reg.1.mha.out_proj.weight 1048576 0 + conv_reg.1.mha.out_proj.bias 1024 0 + conv_reg.1.norm0.weight 1024 0 + conv_reg.1.norm0.bias 1024 0 + conv_reg.1.norm1.weight 1024 0 + conv_reg.1.norm1.bias 1024 0 + conv_reg.1.seq.0.weight 1048576 0 + conv_reg.1.seq.0.bias 1024 0 + conv_reg.1.seq.2.weight 1048576 0 + conv_reg.1.seq.2.bias 1024 0 + conv_reg.2.mha.in_proj_weight 3145728 0 + conv_reg.2.mha.in_proj_bias 3072 0 +conv_reg.2.mha.out_proj.weight 1048576 0 + conv_reg.2.mha.out_proj.bias 1024 0 + conv_reg.2.norm0.weight 1024 0 + conv_reg.2.norm0.bias 1024 0 + conv_reg.2.norm1.weight 1024 0 + conv_reg.2.norm1.bias 1024 0 + conv_reg.2.seq.0.weight 1048576 0 + conv_reg.2.seq.0.bias 1024 0 + conv_reg.2.seq.2.weight 1048576 0 + conv_reg.2.seq.2.bias 1024 0 + nn_binary_particle.0.weight 1048576 0 + nn_binary_particle.0.bias 1024 0 + nn_binary_particle.2.weight 1024 0 + nn_binary_particle.2.bias 1024 0 + nn_binary_particle.4.weight 2048 0 + nn_binary_particle.4.bias 2 0 + nn_pid.0.weight 1048576 0 + nn_pid.0.bias 1024 0 + nn_pid.2.weight 1024 0 + nn_pid.2.bias 1024 0 + nn_pid.4.weight 6144 0 + nn_pid.4.bias 6 0 + nn_pu.0.weight 1048576 0 + nn_pu.0.bias 1024 0 + nn_pu.2.weight 1024 0 + nn_pu.2.bias 1024 0 + nn_pu.4.weight 1024 0 + nn_pu.4.bias 1 0 + nn_pt.nn.0.0.weight 1048576 0 + nn_pt.nn.0.0.bias 1024 0 + nn_pt.nn.0.2.weight 1024 0 + nn_pt.nn.0.2.bias 1024 0 + nn_pt.nn.0.4.weight 1024 0 + nn_pt.nn.0.4.bias 1 0 + nn_pt.nn.1.0.weight 1048576 0 + nn_pt.nn.1.0.bias 1024 0 + nn_pt.nn.1.2.weight 1024 0 + nn_pt.nn.1.2.bias 1024 0 + nn_pt.nn.1.4.weight 1024 0 + nn_pt.nn.1.4.bias 1 0 + nn_eta.nn.0.weight 1048576 0 + nn_eta.nn.0.bias 1024 0 + nn_eta.nn.2.weight 1024 0 + nn_eta.nn.2.bias 1024 0 + nn_eta.nn.4.weight 2048 0 + nn_eta.nn.4.bias 2 0 + nn_sin_phi.nn.0.weight 1048576 0 + nn_sin_phi.nn.0.bias 1024 0 + nn_sin_phi.nn.2.weight 1024 0 + nn_sin_phi.nn.2.bias 1024 0 + nn_sin_phi.nn.4.weight 2048 0 + nn_sin_phi.nn.4.bias 2 0 + nn_cos_phi.nn.0.weight 1048576 0 + nn_cos_phi.nn.0.bias 1024 0 + nn_cos_phi.nn.2.weight 1024 0 + nn_cos_phi.nn.2.bias 1024 0 + nn_cos_phi.nn.4.weight 2048 0 + nn_cos_phi.nn.4.bias 2 0 + nn_energy.nn.0.0.weight 1048576 0 + nn_energy.nn.0.0.bias 1024 0 + nn_energy.nn.0.2.weight 1024 0 + nn_energy.nn.0.2.bias 1024 0 + nn_energy.nn.0.4.weight 1024 0 + nn_energy.nn.0.4.bias 1 0 + nn_energy.nn.1.0.weight 1048576 0 + nn_energy.nn.1.0.bias 1024 0 + nn_energy.nn.1.2.weight 1024 0 + nn_energy.nn.1.2.bias 1024 0 + nn_energy.nn.1.4.weight 1024 0 + nn_energy.nn.1.4.bias 1 0 + final_norm_id.weight 1024 0 + final_norm_id.bias 1024 0 + final_norm_reg.weight 1024 0 + final_norm_reg.bias 1024 0 +[2025-03-09 17:37:57,525] INFO: Modules Trainable parameters Non-trainable parameters + nn0_id.0.0.weight 17408 0 + nn0_id.0.0.bias 1024 0 + nn0_id.0.2.weight 1024 0 + nn0_id.0.2.bias 1024 0 + nn0_id.0.4.weight 1048576 0 + nn0_id.0.4.bias 1024 0 + nn0_id.1.0.weight 17408 0 + nn0_id.1.0.bias 1024 0 + nn0_id.1.2.weight 1024 0 + nn0_id.1.2.bias 1024 0 + nn0_id.1.4.weight 1048576 0 + nn0_id.1.4.bias 1024 0 + nn0_reg.0.0.weight 17408 0 + nn0_reg.0.0.bias 1024 0 + nn0_reg.0.2.weight 1024 0 + nn0_reg.0.2.bias 1024 0 + nn0_reg.0.4.weight 1048576 0 + nn0_reg.0.4.bias 1024 0 + nn0_reg.1.0.weight 17408 0 + nn0_reg.1.0.bias 1024 0 + nn0_reg.1.2.weight 1024 0 + nn0_reg.1.2.bias 1024 0 + nn0_reg.1.4.weight 1048576 0 + nn0_reg.1.4.bias 1024 0 + conv_id.0.mha.in_proj_weight 3145728 0 + conv_id.0.mha.in_proj_bias 3072 0 + conv_id.0.mha.out_proj.weight 1048576 0 + conv_id.0.mha.out_proj.bias 1024 0 + conv_id.0.norm0.weight 1024 0 + conv_id.0.norm0.bias 1024 0 + conv_id.0.norm1.weight 1024 0 + conv_id.0.norm1.bias 1024 0 + conv_id.0.seq.0.weight 1048576 0 + conv_id.0.seq.0.bias 1024 0 + conv_id.0.seq.2.weight 1048576 0 + conv_id.0.seq.2.bias 1024 0 + conv_id.1.mha.in_proj_weight 3145728 0 + conv_id.1.mha.in_proj_bias 3072 0 + conv_id.1.mha.out_proj.weight 1048576 0 + conv_id.1.mha.out_proj.bias 1024 0 + conv_id.1.norm0.weight 1024 0 + conv_id.1.norm0.bias 1024 0 + conv_id.1.norm1.weight 1024 0 + conv_id.1.norm1.bias 1024 0 + conv_id.1.seq.0.weight 1048576 0 + conv_id.1.seq.0.bias 1024 0 + conv_id.1.seq.2.weight 1048576 0 + conv_id.1.seq.2.bias 1024 0 + conv_id.2.mha.in_proj_weight 3145728 0 + conv_id.2.mha.in_proj_bias 3072 0 + conv_id.2.mha.out_proj.weight 1048576 0 + conv_id.2.mha.out_proj.bias 1024 0 + conv_id.2.norm0.weight 1024 0 + conv_id.2.norm0.bias 1024 0 + conv_id.2.norm1.weight 1024 0 + conv_id.2.norm1.bias 1024 0 + conv_id.2.seq.0.weight 1048576 0 + conv_id.2.seq.0.bias 1024 0 + conv_id.2.seq.2.weight 1048576 0 + conv_id.2.seq.2.bias 1024 0 + conv_reg.0.mha.in_proj_weight 3145728 0 + conv_reg.0.mha.in_proj_bias 3072 0 +conv_reg.0.mha.out_proj.weight 1048576 0 + conv_reg.0.mha.out_proj.bias 1024 0 + conv_reg.0.norm0.weight 1024 0 + conv_reg.0.norm0.bias 1024 0 + conv_reg.0.norm1.weight 1024 0 + conv_reg.0.norm1.bias 1024 0 + conv_reg.0.seq.0.weight 1048576 0 + conv_reg.0.seq.0.bias 1024 0 + conv_reg.0.seq.2.weight 1048576 0 + conv_reg.0.seq.2.bias 1024 0 + conv_reg.1.mha.in_proj_weight 3145728 0 + conv_reg.1.mha.in_proj_bias 3072 0 +conv_reg.1.mha.out_proj.weight 1048576 0 + conv_reg.1.mha.out_proj.bias 1024 0 + conv_reg.1.norm0.weight 1024 0 + conv_reg.1.norm0.bias 1024 0 + conv_reg.1.norm1.weight 1024 0 + conv_reg.1.norm1.bias 1024 0 + conv_reg.1.seq.0.weight 1048576 0 + conv_reg.1.seq.0.bias 1024 0 + conv_reg.1.seq.2.weight 1048576 0 + conv_reg.1.seq.2.bias 1024 0 + conv_reg.2.mha.in_proj_weight 3145728 0 + conv_reg.2.mha.in_proj_bias 3072 0 +conv_reg.2.mha.out_proj.weight 1048576 0 + conv_reg.2.mha.out_proj.bias 1024 0 + conv_reg.2.norm0.weight 1024 0 + conv_reg.2.norm0.bias 1024 0 + conv_reg.2.norm1.weight 1024 0 + conv_reg.2.norm1.bias 1024 0 + conv_reg.2.seq.0.weight 1048576 0 + conv_reg.2.seq.0.bias 1024 0 + conv_reg.2.seq.2.weight 1048576 0 + conv_reg.2.seq.2.bias 1024 0 + nn_binary_particle.0.weight 1048576 0 + nn_binary_particle.0.bias 1024 0 + nn_binary_particle.2.weight 1024 0 + nn_binary_particle.2.bias 1024 0 + nn_binary_particle.4.weight 2048 0 + nn_binary_particle.4.bias 2 0 + nn_pid.0.weight 1048576 0 + nn_pid.0.bias 1024 0 + nn_pid.2.weight 1024 0 + nn_pid.2.bias 1024 0 + nn_pid.4.weight 6144 0 + nn_pid.4.bias 6 0 + nn_pu.0.weight 1048576 0 + nn_pu.0.bias 1024 0 + nn_pu.2.weight 1024 0 + nn_pu.2.bias 1024 0 + nn_pu.4.weight 1024 0 + nn_pu.4.bias 1 0 + nn_pt.nn.0.0.weight 1048576 0 + nn_pt.nn.0.0.bias 1024 0 + nn_pt.nn.0.2.weight 1024 0 + nn_pt.nn.0.2.bias 1024 0 + nn_pt.nn.0.4.weight 1024 0 + nn_pt.nn.0.4.bias 1 0 + nn_pt.nn.1.0.weight 1048576 0 + nn_pt.nn.1.0.bias 1024 0 + nn_pt.nn.1.2.weight 1024 0 + nn_pt.nn.1.2.bias 1024 0 + nn_pt.nn.1.4.weight 1024 0 + nn_pt.nn.1.4.bias 1 0 + nn_eta.nn.0.weight 1048576 0 + nn_eta.nn.0.bias 1024 0 + nn_eta.nn.2.weight 1024 0 + nn_eta.nn.2.bias 1024 0 + nn_eta.nn.4.weight 2048 0 + nn_eta.nn.4.bias 2 0 + nn_sin_phi.nn.0.weight 1048576 0 + nn_sin_phi.nn.0.bias 1024 0 + nn_sin_phi.nn.2.weight 1024 0 + nn_sin_phi.nn.2.bias 1024 0 + nn_sin_phi.nn.4.weight 2048 0 + nn_sin_phi.nn.4.bias 2 0 + nn_cos_phi.nn.0.weight 1048576 0 + nn_cos_phi.nn.0.bias 1024 0 + nn_cos_phi.nn.2.weight 1024 0 + nn_cos_phi.nn.2.bias 1024 0 + nn_cos_phi.nn.4.weight 2048 0 + nn_cos_phi.nn.4.bias 2 0 + nn_energy.nn.0.0.weight 1048576 0 + nn_energy.nn.0.0.bias 1024 0 + nn_energy.nn.0.2.weight 1024 0 + nn_energy.nn.0.2.bias 1024 0 + nn_energy.nn.0.4.weight 1024 0 + nn_energy.nn.0.4.bias 1 0 + nn_energy.nn.1.0.weight 1048576 0 + nn_energy.nn.1.0.bias 1024 0 + nn_energy.nn.1.2.weight 1024 0 + nn_energy.nn.1.2.bias 1024 0 + nn_energy.nn.1.4.weight 1024 0 + nn_energy.nn.1.4.bias 1 0 + final_norm_id.weight 1024 0 + final_norm_id.bias 1024 0 + final_norm_reg.weight 1024 0 + final_norm_reg.bias 1024 0 +[2025-03-09 17:37:57,526] INFO: Creating experiment dir experiments/pyg-clic_20250309_173756_957486 +[2025-03-09 17:37:57,526] INFO: Creating experiment dir experiments/pyg-clic_20250309_173756_957486 +[2025-03-09 17:37:57,526] INFO: Model directory experiments/pyg-clic_20250309_173756_957486 +[2025-03-09 17:37:57,526] INFO: Model directory experiments/pyg-clic_20250309_173756_957486 +[2025-03-09 17:38:02,881] INFO: train_dataset: clic_edm_qq_pf, 719492 +[2025-03-09 17:38:02,881] INFO: train_dataset: clic_edm_qq_pf, 719492 +[2025-03-09 17:38:02,899] INFO: train_dataset: clic_edm_qq_pf, 719490 +[2025-03-09 17:38:02,899] INFO: train_dataset: clic_edm_qq_pf, 719490 +[2025-03-09 17:38:02,918] INFO: train_dataset: clic_edm_qq_pf, 719489 +[2025-03-09 17:38:02,918] INFO: train_dataset: clic_edm_qq_pf, 719489 +[2025-03-09 17:38:02,937] INFO: train_dataset: clic_edm_qq_pf, 719515 +[2025-03-09 17:38:02,937] INFO: train_dataset: clic_edm_qq_pf, 719515 +[2025-03-09 17:38:02,957] INFO: train_dataset: clic_edm_qq_pf, 719510 +[2025-03-09 17:38:02,957] INFO: train_dataset: clic_edm_qq_pf, 719510 +[2025-03-09 17:38:02,976] INFO: train_dataset: clic_edm_qq_pf, 719503 +[2025-03-09 17:38:02,976] INFO: train_dataset: clic_edm_qq_pf, 719503 +[2025-03-09 17:38:02,994] INFO: train_dataset: clic_edm_qq_pf, 719509 +[2025-03-09 17:38:02,994] INFO: train_dataset: clic_edm_qq_pf, 719509 +[2025-03-09 17:38:03,010] INFO: train_dataset: clic_edm_qq_pf, 719484 +[2025-03-09 17:38:03,010] INFO: train_dataset: clic_edm_qq_pf, 719484 +[2025-03-09 17:38:03,023] INFO: train_dataset: clic_edm_qq_pf, 719474 +[2025-03-09 17:38:03,023] INFO: train_dataset: clic_edm_qq_pf, 719474 +[2025-03-09 17:38:03,038] INFO: train_dataset: clic_edm_qq_pf, 720386 +[2025-03-09 17:38:03,038] INFO: train_dataset: clic_edm_qq_pf, 720386 +[2025-03-09 17:38:03,066] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-09 17:38:03,066] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-09 17:38:03,097] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-09 17:38:03,097] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-09 17:38:03,124] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-09 17:38:03,124] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-09 17:38:03,152] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-09 17:38:03,152] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-09 17:38:03,184] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-09 17:38:03,184] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-09 17:38:03,213] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-09 17:38:03,213] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-09 17:38:03,242] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-09 17:38:03,242] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-09 17:38:03,266] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-09 17:38:03,266] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-09 17:38:03,298] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-09 17:38:03,298] INFO: train_dataset: clic_edm_ttbar_pf, 713900 +[2025-03-09 17:38:03,327] INFO: train_dataset: clic_edm_ttbar_pf, 714700 +[2025-03-09 17:38:03,327] INFO: train_dataset: clic_edm_ttbar_pf, 714700 +[2025-03-09 17:38:03,345] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-09 17:38:03,345] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-09 17:38:03,361] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-09 17:38:03,361] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-09 17:38:03,379] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-09 17:38:03,379] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-09 17:38:03,398] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-09 17:38:03,398] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-09 17:38:03,417] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-09 17:38:03,417] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-09 17:38:03,442] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-09 17:38:03,442] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-09 17:38:03,473] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-09 17:38:03,473] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-09 17:38:03,491] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-09 17:38:03,491] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-09 17:38:03,509] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-09 17:38:03,509] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720000 +[2025-03-09 17:38:03,526] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720700 +[2025-03-09 17:38:03,526] INFO: train_dataset: clic_edm_ww_fullhad_pf, 720700 +[2025-03-09 17:38:04,840] INFO: valid_dataset: clic_edm_qq_pf, 79948 +[2025-03-09 17:38:04,840] INFO: valid_dataset: clic_edm_qq_pf, 79948 +[2025-03-09 17:38:04,845] INFO: valid_dataset: clic_edm_qq_pf, 79950 +[2025-03-09 17:38:04,845] INFO: valid_dataset: clic_edm_qq_pf, 79950 +[2025-03-09 17:38:04,850] INFO: valid_dataset: clic_edm_qq_pf, 79939 +[2025-03-09 17:38:04,850] INFO: valid_dataset: clic_edm_qq_pf, 79939 +[2025-03-09 17:38:04,855] INFO: valid_dataset: clic_edm_qq_pf, 79939 +[2025-03-09 17:38:04,855] INFO: valid_dataset: clic_edm_qq_pf, 79939 +[2025-03-09 17:38:04,994] INFO: valid_dataset: clic_edm_qq_pf, 79950 +[2025-03-09 17:38:04,994] INFO: valid_dataset: clic_edm_qq_pf, 79950 +[2025-03-09 17:38:04,999] INFO: valid_dataset: clic_edm_qq_pf, 79950 +[2025-03-09 17:38:04,999] INFO: valid_dataset: clic_edm_qq_pf, 79950 +[2025-03-09 17:38:05,006] INFO: valid_dataset: clic_edm_qq_pf, 79938 +[2025-03-09 17:38:05,006] INFO: valid_dataset: clic_edm_qq_pf, 79938 +[2025-03-09 17:38:05,011] INFO: valid_dataset: clic_edm_qq_pf, 79957 +[2025-03-09 17:38:05,011] INFO: valid_dataset: clic_edm_qq_pf, 79957 +[2025-03-09 17:38:05,016] INFO: valid_dataset: clic_edm_qq_pf, 79955 +[2025-03-09 17:38:05,016] INFO: valid_dataset: clic_edm_qq_pf, 79955 +[2025-03-09 17:38:05,021] INFO: valid_dataset: clic_edm_qq_pf, 80035 +[2025-03-09 17:38:05,021] INFO: valid_dataset: clic_edm_qq_pf, 80035 +[2025-03-09 17:38:05,028] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-09 17:38:05,028] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-09 17:38:05,034] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-09 17:38:05,034] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-09 17:38:05,041] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-09 17:38:05,041] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-09 17:38:05,048] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-09 17:38:05,048] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-09 17:38:05,055] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-09 17:38:05,055] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-09 17:38:05,061] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-09 17:38:05,061] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-09 17:38:05,068] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-09 17:38:05,068] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-09 17:38:05,076] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-09 17:38:05,076] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-09 17:38:05,083] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-09 17:38:05,083] INFO: valid_dataset: clic_edm_ttbar_pf, 79300 +[2025-03-09 17:38:05,090] INFO: valid_dataset: clic_edm_ttbar_pf, 79700 +[2025-03-09 17:38:05,090] INFO: valid_dataset: clic_edm_ttbar_pf, 79700 +[2025-03-09 17:38:05,096] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-09 17:38:05,096] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-09 17:38:05,102] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-09 17:38:05,102] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-09 17:38:05,108] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-09 17:38:05,108] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-09 17:38:05,114] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-09 17:38:05,114] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-09 17:38:05,120] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-09 17:38:05,120] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-09 17:38:05,125] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-09 17:38:05,125] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-09 17:38:05,131] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-09 17:38:05,131] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-09 17:38:05,136] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-09 17:38:05,136] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-09 17:38:05,142] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-09 17:38:05,142] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80000 +[2025-03-09 17:38:05,147] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80100 +[2025-03-09 17:38:05,147] INFO: valid_dataset: clic_edm_ww_fullhad_pf, 80100 +[2025-03-10 01:15:53,881] INFO: Rank 0: epoch=1/10 train_loss=2.6711 valid_loss=2.4053 stale=0 epoch_train_time=440.60m epoch_valid_time=17.18m epoch_total_time=457.78m eta=4120.2m +[2025-03-10 01:15:53,881] INFO: Rank 0: epoch=1/10 train_loss=2.6711 valid_loss=2.4053 stale=0 epoch_train_time=440.60m epoch_valid_time=17.18m epoch_total_time=457.78m eta=4120.2m +[2025-03-10 01:15:53,885] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-10 01:15:53,885] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-10 01:15:53,995] INFO: test_dataset: clic_edm_qq_pf, 2000 +[2025-03-10 01:15:53,995] INFO: test_dataset: clic_edm_qq_pf, 2000 +[2025-03-10 01:15:54,006] INFO: Running predictions on clic_edm_qq_pf +[2025-03-10 01:15:54,006] INFO: Running predictions on clic_edm_qq_pf +[2025-03-10 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+[2025-03-10 16:34:41,536] INFO: Time taken to make predictions on device 0 is: 0.07 min +[2025-03-10 16:34:41,536] INFO: Time taken to make predictions on device 0 is: 0.07 min +[2025-03-11 00:17:28,553] INFO: Rank 0: epoch=4/10 train_loss=2.0819 valid_loss=2.0866 stale=0 epoch_train_time=444.75m epoch_valid_time=17.30m epoch_total_time=462.05m eta=2759.1m +[2025-03-11 00:17:28,553] INFO: Rank 0: epoch=4/10 train_loss=2.0819 valid_loss=2.0866 stale=0 epoch_train_time=444.75m epoch_valid_time=17.30m epoch_total_time=462.05m eta=2759.1m +[2025-03-11 00:17:28,558] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-11 00:17:28,558] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +[2025-03-11 00:17:28,668] INFO: test_dataset: clic_edm_qq_pf, 2000 +[2025-03-11 00:17:28,668] INFO: test_dataset: clic_edm_qq_pf, 2000 +[2025-03-11 00:17:28,672] INFO: Running predictions on clic_edm_qq_pf +[2025-03-11 00:17:28,672] INFO: Running predictions on clic_edm_qq_pf +[2025-03-11 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INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_epoch_10/clic_edm_qq_pf/pred_0_0.parquet +[2025-03-12 22:04:54,393] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_epoch_10/clic_edm_qq_pf/pred_0_0.parquet +[2025-03-12 22:04:54,889] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_epoch_10/clic_edm_qq_pf/pred_0_1.parquet +[2025-03-12 22:04:54,889] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_epoch_10/clic_edm_qq_pf/pred_0_1.parquet +[2025-03-12 22:04:55,366] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_epoch_10/clic_edm_qq_pf/pred_0_2.parquet +[2025-03-12 22:04:55,366] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_epoch_10/clic_edm_qq_pf/pred_0_2.parquet +[2025-03-12 22:04:55,820] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_epoch_10/clic_edm_qq_pf/pred_0_3.parquet +[2025-03-12 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experiments/pyg-clic_20250309_173756_957486/preds_epoch_10/clic_edm_qq_pf/pred_0_6.parquet +[2025-03-12 22:04:57,537] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_epoch_10/clic_edm_qq_pf/pred_0_7.parquet +[2025-03-12 22:04:57,537] INFO: Saved predictions at experiments/pyg-clic_20250309_173756_957486/preds_epoch_10/clic_edm_qq_pf/pred_0_7.parquet +[2025-03-12 22:04:57,681] INFO: Time taken to make predictions on device 0 is: 0.07 min +[2025-03-12 22:04:57,681] INFO: Time taken to make predictions on device 0 is: 0.07 min +[2025-03-12 22:05:38,872] INFO: Training completed. Total time on device 0: 4587.548min +[2025-03-12 22:05:38,872] INFO: Training completed. Total time on device 0: 4587.548min