Joosep Pata
commited on
Commit
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5cc77cc
1
Parent(s):
d0c96c4
added v2.5.0 preapproval freeze model
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- cms/v2.4.1/pyg-cms_20250510_121014_108409/.gitattributes +6 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/.gitattributes +6 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/checkpoints/checkpoint-08-3.863894.pth +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/checkpoints/checkpoint-09-3.846901.pth +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/checkpoints/mlpf_5M_attn2x3x256_bm5_relu_checkpoint8_pudisc_1xa100_fp32_fused.onnx +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/checkpoints/mlpf_5M_attn2x3x256_bm5_relu_checkpoint8_pudisc_1xa100_fp32_unfused.onnx +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/history/epoch_1.json +1 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/history/epoch_2.json +1 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/history/epoch_3.json +1 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/history/epoch_4.json +1 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/history/epoch_5.json +1 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/history/epoch_6.json +1 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/history/epoch_7.json +1 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/history/epoch_8.json +1 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/history/epoch_9.json +1 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/hyperparameters.json +1 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/model_kwargs.pkl +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/overridden_config.yaml +284 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_eta.pdf +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_eta.png +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_pt.pdf +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_pt.png +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_pt_log.pdf +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_pt_log.png +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_res.pdf +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_res.png +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_res_bins_0_2.pdf +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_res_bins_0_2.png +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_res_bins_0_2_vstarget.pdf +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_res_bins_0_2_vstarget.png +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_res_bins_0p5_1p5.pdf +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_res_bins_0p5_1p5.png +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_res_bins_0p5_1p5_vstarget.pdf +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_res_bins_0p5_1p5_vstarget.png +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_res_vstarget.pdf +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_res_vstarget.png +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_response_binned_10.pdf +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_response_binned_10.png +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_response_binned_100.pdf +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_response_binned_100.png +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_response_binned_20.pdf +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_response_binned_20.png +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_response_binned_200.pdf +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_response_binned_200.png +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_response_binned_40.pdf +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_response_binned_40.png +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_response_binned_400.pdf +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_response_binned_400.png +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_response_binned_60.pdf +3 -0
- cms/v2.5.0/pyg-cms_20250517_232752_544969/plots_checkpoint-08-3.863894/cms_pf_qcd/jet_response_binned_60.png +3 -0
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{"train": {"Regression_pt": 0.30559098866816836, "Regression_eta": 0.0011478503327925983, "Regression_sin_phi": 0.000625536663318846, "Regression_cos_phi": 0.0006272781663283238, "Regression_energy": 0.3463490805124417, "Classification_binary": 3.027607662272915, "Classification": 0.039862476645682404, "ispu": 0.05784619459339835, "MET": 21.867010992880378, "Sliced_Wasserstein_Loss": 136.80511125334633, "Total": 3.779209042429787}, "valid": {"Regression_pt": 0.2971702953103484, "Regression_eta": 0.0011687102308560956, "Regression_sin_phi": 0.0006313155372638042, "Regression_cos_phi": 0.0006327300428477515, "Regression_energy": 0.339044708826273, "Classification_binary": 3.0706311910508313, "Classification": 0.039931160853263765, "ispu": 0.1420112337727838, "MET": 21.60350622621674, "Sliced_Wasserstein_Loss": 139.20314790411183, "Total": 3.8912397093445072}, "epoch_train_time": 98827.81227231026, "epoch_valid_time": 3002.7795915603638, "epoch_total_time": 101830.59186792374, "epoch/cms_pf_qcd/jet_ratio/jet_ratio_target_to_pred_pt/med": 1.0598137839242228, "epoch/cms_pf_qcd/jet_ratio/jet_ratio_target_to_pred_pt/iqr": 0.39738262370843436, "epoch/cms_pf_qcd/jet_ratio/jet_ratio_target_to_pred_pt/match_frac": 0.19174247725682295}
|
cms/v2.5.0/pyg-cms_20250517_232752_544969/history/epoch_8.json
ADDED
@@ -0,0 +1 @@
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1 |
+
{"train": {"Regression_pt": 0.3038052472040635, "Regression_eta": 0.001145806343936598, "Regression_sin_phi": 0.0006246034964908621, "Regression_cos_phi": 0.000626382207669708, "Regression_energy": 0.3445385552943035, "Classification_binary": 3.022076668800195, "Classification": 0.039816450592095196, "ispu": 0.057471725952971335, "MET": 21.38260192807323, "Sliced_Wasserstein_Loss": 136.574940313316, "Total": 3.769917499921844}, "valid": {"Regression_pt": 0.29429111542561853, "Regression_eta": 0.001154987216534143, "Regression_sin_phi": 0.0006298563535695307, "Regression_cos_phi": 0.0006313041276831647, "Regression_energy": 0.33595421537453546, "Classification_binary": 3.048869508565675, "Classification": 0.039837451369249446, "ispu": 0.1425476584825725, "MET": 21.1509765017694, "Sliced_Wasserstein_Loss": 137.7145564653449, "Total": 3.8638938193138577}, "epoch_train_time": 99507.44154310226, "epoch_valid_time": 3012.555077314377, "epoch_total_time": 102519.9966237545, "epoch/cms_pf_qcd/jet_ratio/jet_ratio_target_to_pred_pt/med": 1.0451497148283186, "epoch/cms_pf_qcd/jet_ratio/jet_ratio_target_to_pred_pt/iqr": 0.39080196135528467, "epoch/cms_pf_qcd/jet_ratio/jet_ratio_target_to_pred_pt/match_frac": 0.19193160970627732}
|
cms/v2.5.0/pyg-cms_20250517_232752_544969/history/epoch_9.json
ADDED
@@ -0,0 +1 @@
|
|
|
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|
1 |
+
{"train": {"Regression_pt": 0.3024224988358834, "Regression_eta": 0.0011444128201629105, "Regression_sin_phi": 0.000624013890114722, "Regression_cos_phi": 0.0006257510245537073, "Regression_energy": 0.34313991858588216, "Classification_binary": 3.017566642589061, "Classification": 0.03978116459374388, "ispu": 0.0571683756316258, "MET": 20.869150005676612, "Sliced_Wasserstein_Loss": 136.39983085344966, "Total": 3.762220755992938}, "valid": {"Regression_pt": 0.2932115856400936, "Regression_eta": 0.0011524632139576039, "Regression_sin_phi": 0.0006288916226916877, "Regression_cos_phi": 0.0006307301467006917, "Regression_energy": 0.3349357343011979, "Classification_binary": 3.0420237240327523, "Classification": 0.039765294018232596, "ispu": 0.13457650702115137, "MET": 20.41872788249404, "Sliced_Wasserstein_Loss": 137.00841020477665, "Total": 3.8469008191805973}, "epoch_train_time": 98864.60671520233, "epoch_valid_time": 3008.142986059189, "epoch_total_time": 101872.74970841408, "epoch/cms_pf_qcd/jet_ratio/jet_ratio_target_to_pred_pt/med": 1.040921184548275, "epoch/cms_pf_qcd/jet_ratio/jet_ratio_target_to_pred_pt/iqr": 0.388952756635763, "epoch/cms_pf_qcd/jet_ratio/jet_ratio_target_to_pred_pt/match_frac": 0.19365271499631193}
|
cms/v2.5.0/pyg-cms_20250517_232752_544969/hyperparameters.json
ADDED
@@ -0,0 +1 @@
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|
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|
1 |
+
{"num_mlpf_params": 5133603, "train": true, "test": null, "make_plots": null, "comet": true, "save_attention": false, "dataset": "cms", "sort_data": true, "data_dir": "/scratch/persistent/joosep/tensorflow_datasets", "gpus": 1, "gpu_batch_multiplier": 5, "load": null, "finetune": null, "num_epochs": 10, "patience": 20, "lr": 0.0001, "lr_schedule": "cosinedecay", "conv_type": "attention", "ntrain": null, "ntest": 1000, "nvalid": null, "num_workers": 8, "prefetch_factor": 50, "checkpoint_freq": 1, "comet_name": "particleflow-pt", "comet_offline": false, "comet_step_freq": 10, "dtype": "bfloat16", "val_freq": null, "model": {"trainable": "all", "learned_representation_mode": "last", "input_encoding": "split", "pt_mode": "direct-elemtype-split", "eta_mode": "linear", "sin_phi_mode": "linear", "cos_phi_mode": "linear", "energy_mode": "direct-elemtype-split", "gnn_lsh": {"conv_type": "gnn_lsh", "embedding_dim": 512, "width": 512, "num_convs": 8, "dropout_ff": 0.0, "activation": "elu", "bin_size": 320, "max_num_bins": 200, "distance_dim": 128, "layernorm": true, "num_node_messages": 2, "ffn_dist_hidden_dim": 128, "ffn_dist_num_layers": 2}, "attention": {"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": 16, "num_heads": 16, "attention_type": "flash", "use_pre_layernorm": true}, "mamba": {"conv_type": "mamba", "embedding_dim": 1024, "width": 1024, "num_convs": 4, "dropout_ff": 0.0, "activation": "elu", "d_state": 32, "d_conv": 4, "expand": 2}}, "lr_schedule_config": {"onecycle": {"pct_start": 0.3}}, "raytune": {"local_dir": null, "sched": "asha", "search_alg": "hyperopt", "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": {"cms": {"physical_pu": {"batch_size": 1, "samples": {"cms_pf_ttbar": {"version": "2.6.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}, "cms_pf_qcd": {"version": "2.6.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}, "cms_pf_ztt": {"version": "2.6.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}}}, "physical_nopu": {"batch_size": 8, "samples": {"cms_pf_ttbar_nopu": {"version": "2.6.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}, "cms_pf_qcd_nopu": {"version": "2.6.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}, "cms_pf_ztt_nopu": {"version": "2.6.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}}}}}, "valid_dataset": {"cms": {"physical_pu": {"batch_size": 1, "samples": {"cms_pf_ttbar": {"version": "2.6.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}, "cms_pf_qcd": {"version": "2.6.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}, "cms_pf_ztt": {"version": "2.6.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}}}, "physical_nopu": {"batch_size": 8, "samples": {"cms_pf_ttbar_nopu": {"version": "2.6.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}, "cms_pf_qcd_nopu": {"version": "2.6.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}, "cms_pf_ztt_nopu": {"version": "2.6.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}}}}}, "test_dataset": {"cms_pf_qcd": {"version": "2.6.0", "splits": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]}}, "enabled_test_datasets": ["cms_pf_qcd"], "start_epoch": 1}
|
cms/v2.5.0/pyg-cms_20250517_232752_544969/model_kwargs.pkl
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:6e67fcae0627f6e53393e8e0fa2949bc8a5b1c1c58dfe79969dffa548562f600
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3 |
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size 565
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cms/v2.5.0/pyg-cms_20250517_232752_544969/overridden_config.yaml
ADDED
@@ -0,0 +1,284 @@
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|
1 |
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checkpoint_freq: 1
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2 |
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comet: true
|
3 |
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comet_name: particleflow-pt
|
4 |
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comet_offline: false
|
5 |
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comet_step_freq: 10
|
6 |
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conv_type: attention
|
7 |
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data_dir: /scratch/persistent/joosep/tensorflow_datasets
|
8 |
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dataset: cms
|
9 |
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dtype: bfloat16
|
10 |
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enabled_test_datasets:
|
11 |
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- cms_pf_qcd
|
12 |
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finetune: null
|
13 |
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gpu_batch_multiplier: 5
|
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gpus: 1
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load: null
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lr: 0.0001
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lr_schedule: cosinedecay
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lr_schedule_config:
|
19 |
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onecycle:
|
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pct_start: 0.3
|
21 |
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make_plots: null
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model:
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attention:
|
24 |
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activation: relu
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attention_type: flash
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conv_type: attention
|
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dropout_conv_id_ff: 0.0
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dropout_conv_id_mha: 0.0
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dropout_conv_reg_ff: 0.0
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dropout_conv_reg_mha: 0.0
|
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dropout_ff: 0.0
|
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head_dim: 16
|
33 |
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num_convs: 3
|
34 |
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num_heads: 16
|
35 |
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use_pre_layernorm: true
|
36 |
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cos_phi_mode: linear
|
37 |
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energy_mode: direct-elemtype-split
|
38 |
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eta_mode: linear
|
39 |
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gnn_lsh:
|
40 |
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activation: elu
|
41 |
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bin_size: 320
|
42 |
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conv_type: gnn_lsh
|
43 |
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distance_dim: 128
|
44 |
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dropout_ff: 0.0
|
45 |
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embedding_dim: 512
|
46 |
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ffn_dist_hidden_dim: 128
|
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ffn_dist_num_layers: 2
|
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layernorm: true
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max_num_bins: 200
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num_convs: 8
|
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num_node_messages: 2
|
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width: 512
|
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input_encoding: split
|
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learned_representation_mode: last
|
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mamba:
|
56 |
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activation: elu
|
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conv_type: mamba
|
58 |
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d_conv: 4
|
59 |
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d_state: 32
|
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dropout_ff: 0.0
|
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embedding_dim: 1024
|
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expand: 2
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num_convs: 4
|
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width: 1024
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pt_mode: direct-elemtype-split
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sin_phi_mode: linear
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trainable: all
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ntest: 1000
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ntrain: null
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num_workers: 8
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nvalid: null
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patience: 20
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prefetch_factor: 50
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raytune:
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asha:
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brackets: 1
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grace_period: 10
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max_t: 200
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reduction_factor: 4
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default_metric: val_loss
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default_mode: min
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hyperband:
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max_t: 200
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reduction_factor: 4
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hyperopt:
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n_random_steps: 10
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local_dir: null
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nevergrad:
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n_random_steps: 10
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sched: asha
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search_alg: hyperopt
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test: null
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|
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|
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samples:
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|
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