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b/clic/clusters/v2.3.0/largebatch_study_gpus4_notscaledLR0.0001_epochs30_bsm256_adamw_a100_cu124_fulldataset_pyg-clic-v230_20250219_055135_172489/train-config.yaml @@ -0,0 +1,226 @@ +checkpoint_freq: 1 +comet: true +comet_name: particleflow-pt +comet_offline: false +comet_step_freq: 1000 +conv_type: attention +data_dir: /mnt/ceph/users/ewulff/tensorflow_datasets/clic +dataset: clic +dtype: bfloat16 +enabled_test_datasets: +- clic_edm_qq_pf +finetune: null +gpu_batch_multiplier: 256 +gpus: 4 +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: 512 + ffn_dist_hidden_dim: 128 + ffn_dist_num_layers: 2 + layernorm: true + max_num_bins: 200 + num_convs: 8 + num_node_messages: 2 + width: 512 + 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: 30 +num_workers: 12 +nvalid: null +optimizer: adamw +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/cms/v2.3.0/pyg-cms_20250122_185427_365548/.gitattributes b/cms/v2.3.0/pyg-cms_20250122_185427_365548/.gitattributes index 0cdb1788969afb57949d1762ae854e90b5d84891..20fb954632f83c3f5fad92e94bddc3fe01af9413 100644 --- a/cms/v2.3.0/pyg-cms_20250122_185427_365548/.gitattributes +++ b/cms/v2.3.0/pyg-cms_20250122_185427_365548/.gitattributes @@ -2,3 +2,5 @@ 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 +test.log filter=lfs diff=lfs merge=lfs -text +train.log filter=lfs diff=lfs merge=lfs -text