Joosep Pata
commited on
Commit
·
8cd2762
1
Parent(s):
ccb05b9
added v2.3.0 clic model
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- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/.gitattributes +4 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/attn_conv_id_0.npz +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/attn_conv_id_1.npz +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/attn_conv_id_2.npz +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/attn_conv_reg_0.npz +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/attn_conv_reg_1.npz +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/attn_conv_reg_2.npz +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/batch0_epoch1.parquet +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/batch0_epoch10.parquet +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/batch0_epoch2.parquet +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/batch0_epoch3.parquet +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/batch0_epoch4.parquet +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/batch0_epoch5.parquet +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/batch0_epoch6.parquet +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/batch0_epoch7.parquet +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/batch0_epoch8.parquet +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/batch0_epoch9.parquet +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/checkpoints/checkpoint-10-1.932789.pth +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/history/epoch_1.json +1 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/history/epoch_10.json +1 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/history/epoch_2.json +1 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/history/epoch_3.json +1 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/history/epoch_4.json +1 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/history/epoch_5.json +1 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/history/epoch_6.json +1 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/history/epoch_7.json +1 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/history/epoch_8.json +1 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/history/epoch_9.json +1 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/hyperparameters.json +1 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/model_kwargs.pkl +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/overridden_config.yaml +225 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/plots_checkpoint-10-1.932789/clic_edm_qq_pf/jet_eta.pdf +3 -0
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- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/plots_checkpoint-10-1.932789/clic_edm_qq_pf/jet_pt.pdf +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/plots_checkpoint-10-1.932789/clic_edm_qq_pf/jet_pt.png +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/plots_checkpoint-10-1.932789/clic_edm_qq_pf/jet_pt_log.pdf +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/plots_checkpoint-10-1.932789/clic_edm_qq_pf/jet_pt_log.png +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/plots_checkpoint-10-1.932789/clic_edm_qq_pf/jet_res.pdf +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/plots_checkpoint-10-1.932789/clic_edm_qq_pf/jet_res.png +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/plots_checkpoint-10-1.932789/clic_edm_qq_pf/jet_res_bins_0p5_1p5.pdf +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/plots_checkpoint-10-1.932789/clic_edm_qq_pf/jet_res_bins_0p5_1p5.png +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/plots_checkpoint-10-1.932789/clic_edm_qq_pf/jet_res_bins_0p5_1p5_vstarget.pdf +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/plots_checkpoint-10-1.932789/clic_edm_qq_pf/jet_res_bins_0p5_1p5_vstarget.png +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/plots_checkpoint-10-1.932789/clic_edm_qq_pf/jet_res_vstarget.pdf +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/plots_checkpoint-10-1.932789/clic_edm_qq_pf/jet_res_vstarget.png +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/plots_checkpoint-10-1.932789/clic_edm_qq_pf/jet_response_binned_10.pdf +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/plots_checkpoint-10-1.932789/clic_edm_qq_pf/jet_response_binned_10.png +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/plots_checkpoint-10-1.932789/clic_edm_qq_pf/jet_response_binned_100.pdf +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/plots_checkpoint-10-1.932789/clic_edm_qq_pf/jet_response_binned_100.png +3 -0
- clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/plots_checkpoint-10-1.932789/clic_edm_qq_pf/jet_response_binned_20.pdf +3 -0
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{"train": {"Regression_pt": 0.09415529328774695, "Regression_eta": 0.00013005900983250641, "Regression_sin_phi": 8.094461249366533e-05, "Regression_cos_phi": 8.105386571174732e-05, "Regression_energy": 0.09399966619081794, "Classification_binary": 1.860056826961938, "Classification": 0.012479565853972018, "ispu": 2.6953727639999444e-14, "MET": 3.3718585068825333, "Sliced_Wasserstein_Loss": 37.33250421986069, "Total": 2.0609938886313386}, "valid": {"Regression_pt": 0.09546226892443765, "Regression_eta": 0.00013412289840340728, "Regression_sin_phi": 8.333051371755506e-05, "Regression_cos_phi": 8.351954340462865e-05, "Regression_energy": 0.09567689431393428, "Classification_binary": 1.8732029661923613, "Classification": 0.012276103104501277, "ispu": 1.6744395060136565e-14, "MET": 3.3562696837889163, "Sliced_Wasserstein_Loss": 36.757629453300524, "Total": 2.0769232858804965}, "epoch_train_time": 26392.706959486008, "epoch_valid_time": 1019.5876340866089, "epoch_total_time": 27412.294598817825}
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clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/history/epoch_5.json
ADDED
@@ -0,0 +1 @@
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1 |
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{"train": {"Regression_pt": 0.09128969538623612, "Regression_eta": 0.00012598137932276273, "Regression_sin_phi": 7.820913863811798e-05, "Regression_cos_phi": 7.830209598061055e-05, "Regression_energy": 0.09114466669601252, "Classification_binary": 1.8210710348168224, "Classification": 0.012003366700553708, "ispu": 1.7574601113435228e-14, "MET": 3.2876158232888764, "Sliced_Wasserstein_Loss": 36.762427786891095, "Total": 2.015791788507715}, "valid": {"Regression_pt": 0.09345770774964561, "Regression_eta": 0.00013018650486722557, "Regression_sin_phi": 8.114772874989891e-05, "Regression_cos_phi": 8.149943250225765e-05, "Regression_energy": 0.0938230240881934, "Classification_binary": 1.8401003497111372, "Classification": 0.011863977039027395, "ispu": 1.2271120961840451e-14, "MET": 3.2242925955520487, "Sliced_Wasserstein_Loss": 35.94004092222103, "Total": 2.0395380870867656}, "epoch_train_time": 26359.15105319023, "epoch_valid_time": 1018.8329827785492, "epoch_total_time": 27377.984051704407}
|
clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/history/epoch_6.json
ADDED
@@ -0,0 +1 @@
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1 |
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{"train": {"Regression_pt": 0.08908143086709222, "Regression_eta": 0.00012289961669390793, "Regression_sin_phi": 7.625550405050093e-05, "Regression_cos_phi": 7.636160011981655e-05, "Regression_energy": 0.08895419194496945, "Classification_binary": 1.7890727153317643, "Classification": 0.011638178021750855, "ispu": 4.94479142958256e-15, "MET": 3.222524472220241, "Sliced_Wasserstein_Loss": 36.317898152770844, "Total": 1.9790110221572403}, "valid": {"Regression_pt": 0.09169630771194968, "Regression_eta": 0.0001276085386177276, "Regression_sin_phi": 7.96144666984985e-05, "Regression_cos_phi": 7.973148234326457e-05, "Regression_energy": 0.09199030427125682, "Classification_binary": 1.802469416992083, "Classification": 0.011491252506966641, "ispu": 5.993303133950713e-15, "MET": 3.1848466586872792, "Sliced_Wasserstein_Loss": 35.71983323526265, "Total": 1.9979275603134696}, "epoch_train_time": 26240.556960582733, "epoch_valid_time": 1025.61705493927, "epoch_total_time": 27266.174018859863}
|
clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/history/epoch_7.json
ADDED
@@ -0,0 +1 @@
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1 |
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{"train": {"Regression_pt": 0.08730732955626085, "Regression_eta": 0.00012042917329081596, "Regression_sin_phi": 7.483660657557249e-05, "Regression_cos_phi": 7.49533700667522e-05, "Regression_energy": 0.08720602945098721, "Classification_binary": 1.7599814935335092, "Classification": 0.011337872661106927, "ispu": 4.152324562030984e-16, "MET": 3.160498835080712, "Sliced_Wasserstein_Loss": 35.95462758243587, "Total": 1.9461367844067232}, "valid": {"Regression_pt": 0.08974938613534089, "Regression_eta": 0.0001249850032239518, "Regression_sin_phi": 7.828300721354314e-05, "Regression_cos_phi": 7.840816612688503e-05, "Regression_energy": 0.09003624549278846, "Classification_binary": 1.7810124154140365, "Classification": 0.011250955555749422, "ispu": 0.0, "MET": 3.0956130643521984, "Sliced_Wasserstein_Loss": 35.52940448807104, "Total": 1.9723277689365573}, "epoch_train_time": 26304.619508743286, "epoch_valid_time": 1027.3716974258423, "epoch_total_time": 27331.99122428894}
|
clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/history/epoch_8.json
ADDED
@@ -0,0 +1 @@
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1 |
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{"train": {"Regression_pt": 0.08572647214074722, "Regression_eta": 0.0001182898734159619, "Regression_sin_phi": 7.36364535982949e-05, "Regression_cos_phi": 7.372297761251131e-05, "Regression_energy": 0.08565631138485724, "Classification_binary": 1.7354710122316526, "Classification": 0.011093407002823517, "ispu": 0.0, "MET": 3.1128757013289587, "Sliced_Wasserstein_Loss": 35.63034020397974, "Total": 1.9182216258944915}, "valid": {"Regression_pt": 0.08909278968393937, "Regression_eta": 0.0001240000057006196, "Regression_sin_phi": 7.724219290881383e-05, "Regression_cos_phi": 7.74255981926894e-05, "Regression_energy": 0.08943940433344255, "Classification_binary": 1.760857218559431, "Classification": 0.01103433527588857, "ispu": 0.0, "MET": 3.1605476272467103, "Sliced_Wasserstein_Loss": 35.36565542420028, "Total": 1.9507052730822725}, "epoch_train_time": 26272.195580005646, "epoch_valid_time": 1018.5712554454803, "epoch_total_time": 27290.766838788986}
|
clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/history/epoch_9.json
ADDED
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1 |
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{"train": {"Regression_pt": 0.0842812464710672, "Regression_eta": 0.00011656210249807929, "Regression_sin_phi": 7.25083198889265e-05, "Regression_cos_phi": 7.255271835622798e-05, "Regression_energy": 0.08424323498940577, "Classification_binary": 1.7160000326890616, "Classification": 0.010906938745527542, "ispu": 0.0, "MET": 3.078275258243587, "Sliced_Wasserstein_Loss": 35.35614435489623, "Total": 1.8956750885576397}, "valid": {"Regression_pt": 0.08857691952464694, "Regression_eta": 0.0001229213318927308, "Regression_sin_phi": 7.659502305920218e-05, "Regression_cos_phi": 7.65970700358763e-05, "Regression_energy": 0.08898281278209251, "Classification_binary": 1.7537355317882743, "Classification": 0.010974231449387169, "ispu": 0.0, "MET": 3.08492802670643, "Sliced_Wasserstein_Loss": 35.037197763988445, "Total": 1.942550500829143}, "epoch_train_time": 26288.19974923134, "epoch_valid_time": 1024.5263421535492, "epoch_total_time": 27312.726093053818}
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clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/hyperparameters.json
ADDED
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1 |
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|
clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/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:b2784c409dcad68c684a808b0e9c311e9eb8ee97cd7c92d4d4f1771878dd87f5
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3 |
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size 553
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clic/clusters/v2.3.0/pyg-clic_20250130_214007_333962/overridden_config.yaml
ADDED
@@ -0,0 +1,225 @@
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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: 100
|
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: clic
|
9 |
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dtype: bfloat16
|
10 |
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enabled_test_datasets:
|
11 |
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- clic_edm_qq_pf
|
12 |
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finetune: null
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gpu_batch_multiplier: 256
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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:
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onecycle:
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pct_start: 0.3
|
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make_plots: null
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model:
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attention:
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activation: relu
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attention_type: flash
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conv_type: attention
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head_dim: 32
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num_convs: 3
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num_heads: 32
|
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use_pre_layernorm: true
|
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cos_phi_mode: linear
|
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energy_mode: direct-elemtype-split
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38 |
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eta_mode: linear
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gnn_lsh:
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activation: elu
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bin_size: 32
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conv_type: gnn_lsh
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distance_dim: 128
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embedding_dim: 512
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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:
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55 |
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activation: elu
|
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conv_type: mamba
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d_conv: 4
|
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d_state: 16
|
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dropout: 0.0
|
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embedding_dim: 128
|
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expand: 2
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num_convs: 2
|
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num_heads: 2
|
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width: 128
|
65 |
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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: 2000
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ntrain: null
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num_epochs: 10
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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: 100
|
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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: null
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search_alg: null
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save_attention: true
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sort_data: false
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test: null
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test_dataset:
|
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clic_edm_qq_pf:
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version: 2.5.0
|
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train: true
|
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train_dataset:
|
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clic:
|
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