| [2025-02-03 16:08:24,372] INFO: [0;35mWill use single-gpu: NVIDIA A100 80GB PCIe MIG 7g.80gb[0m | |
| [2025-02-03 16:08:24,373] INFO: configured dtype=torch.bfloat16 for autocast | |
| [2025-02-03 16:08:24,373] INFO: configured dtype=torch.bfloat16 for autocast | |
| [2025-02-03 16:08:24,374] 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} | |
| [2025-02-03 16:08:24,374] 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} | |
| [2025-02-03 16:08:24,458] INFO: layer conv_id_0 using attention_type=flash | |
| [2025-02-03 16:08:24,458] INFO: layer conv_id_0 using attention_type=flash | |
| [2025-02-03 16:08:24,492] INFO: layer conv_reg_0 using attention_type=flash | |
| [2025-02-03 16:08:24,492] INFO: layer conv_reg_0 using attention_type=flash | |
| [2025-02-03 16:08:24,529] INFO: layer conv_id_1 using attention_type=flash | |
| [2025-02-03 16:08:24,529] INFO: layer conv_id_1 using attention_type=flash | |
| [2025-02-03 16:08:24,565] INFO: layer conv_reg_1 using attention_type=flash | |
| [2025-02-03 16:08:24,565] INFO: layer conv_reg_1 using attention_type=flash | |
| [2025-02-03 16:08:24,600] INFO: layer conv_id_2 using attention_type=flash | |
| [2025-02-03 16:08:24,600] INFO: layer conv_id_2 using attention_type=flash | |
| [2025-02-03 16:08:24,634] INFO: layer conv_reg_2 using attention_type=flash | |
| [2025-02-03 16:08:24,634] INFO: layer conv_reg_2 using attention_type=flash | |
| [2025-02-03 16:08:26,308] INFO: [1mLoaded model weights from experiments/pyg-clic_20250130_214007_333962/checkpoints/checkpoint-10-1.932789.pth[0m | |
| [2025-02-03 16:08:26,308] INFO: [1mLoaded model weights from experiments/pyg-clic_20250130_214007_333962/checkpoints/checkpoint-10-1.932789.pth[0m | |
| [2025-02-03 16:08:26,367] 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) | |
| ) | |
| [2025-02-03 16:08:26,367] 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) | |
| ) | |
| [2025-02-03 16:08:26,368] INFO: Trainable parameters: 52630547 | |
| [2025-02-03 16:08:26,368] INFO: Trainable parameters: 52630547 | |
| [2025-02-03 16:08:26,369] INFO: Non-trainable parameters: 0 | |
| [2025-02-03 16:08:26,369] INFO: Non-trainable parameters: 0 | |
| [2025-02-03 16:08:26,369] INFO: Total parameters: 52630547 | |
| [2025-02-03 16:08:26,369] INFO: Total parameters: 52630547 | |
| [2025-02-03 16:08:26,371] 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 | |
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| final_norm_reg.weight 1024 0 | |
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| [2025-02-03 16:08:26,371] INFO: Modules Trainable parameters Non-trainable parameters | |
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| nn0_reg.0.4.weight 1048576 0 | |
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| nn0_reg.1.0.weight 17408 0 | |
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| conv_reg.0.mha.in_proj_weight 3145728 0 | |
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| nn_eta.nn.2.weight 1024 0 | |
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| nn_sin_phi.nn.2.weight 1024 0 | |
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| nn_sin_phi.nn.4.weight 2048 0 | |
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| nn_cos_phi.nn.0.weight 1048576 0 | |
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| nn_cos_phi.nn.2.weight 1024 0 | |
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| nn_cos_phi.nn.4.weight 2048 0 | |
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| [2025-02-03 16:08:26,371] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] | |
| [2025-02-03 16:08:26,371] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] | |
| [2025-02-03 16:08:26,603] INFO: [0;34mtest_dataset: clic_edm_qq_pf, 20000[0m | |
| [2025-02-03 16:08:26,603] INFO: [0;34mtest_dataset: clic_edm_qq_pf, 20000[0m | |
| [2025-02-03 16:08:26,614] INFO: Running predictions on clic_edm_qq_pf | |
| [2025-02-03 16:08:26,614] INFO: Running predictions on clic_edm_qq_pf | |
| [2025-02-03 16:08:29,095] INFO: Saved predictions at experiments/pyg-clic_20250130_214007_333962/preds_checkpoint-10-1.932789/clic_edm_qq_pf/pred_0_0.parquet | |
| [2025-02-03 16:08:29,095] INFO: Saved predictions at experiments/pyg-clic_20250130_214007_333962/preds_checkpoint-10-1.932789/clic_edm_qq_pf/pred_0_0.parquet | |
| [2025-02-03 16:08:29,448] INFO: Saved predictions at experiments/pyg-clic_20250130_214007_333962/preds_checkpoint-10-1.932789/clic_edm_qq_pf/pred_0_1.parquet | |
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| [2025-02-03 16:09:37,671] INFO: Time taken to make predictions on device 0 is: 1.18 min | |
| [2025-02-03 16:09:37,671] INFO: Time taken to make predictions on device 0 is: 1.18 min | |
| [2025-02-03 16:09:37,672] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] | |
| [2025-02-03 16:09:37,672] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] | |
| [2025-02-03 16:09:37,732] INFO: [0;34mtest_dataset: clic_edm_ttbar_pf, 20000[0m | |
| [2025-02-03 16:09:37,732] INFO: [0;34mtest_dataset: clic_edm_ttbar_pf, 20000[0m | |
| [2025-02-03 16:09:37,735] INFO: Running predictions on clic_edm_ttbar_pf | |
| [2025-02-03 16:09:37,735] INFO: Running predictions on clic_edm_ttbar_pf | |
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| [2025-02-03 16:11:01,700] INFO: Saved predictions at experiments/pyg-clic_20250130_214007_333962/preds_checkpoint-10-1.932789/clic_edm_ttbar_pf/pred_0_199.parquet | |
| [2025-02-03 16:11:01,700] INFO: Saved predictions at experiments/pyg-clic_20250130_214007_333962/preds_checkpoint-10-1.932789/clic_edm_ttbar_pf/pred_0_199.parquet | |
| [2025-02-03 16:11:01,701] INFO: Time taken to make predictions on device 0 is: 1.40 min | |
| [2025-02-03 16:11:01,701] INFO: Time taken to make predictions on device 0 is: 1.40 min | |
| [2025-02-03 16:11:01,702] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] | |
| [2025-02-03 16:11:01,702] INFO: split_configs=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10] | |
| [2025-02-03 16:11:01,753] INFO: [0;34mtest_dataset: clic_edm_ww_fullhad_pf, 20000[0m | |
| [2025-02-03 16:11:01,753] INFO: [0;34mtest_dataset: clic_edm_ww_fullhad_pf, 20000[0m | |
| [2025-02-03 16:11:01,756] INFO: Running predictions on clic_edm_ww_fullhad_pf | |
| [2025-02-03 16:11:01,756] INFO: Running predictions on clic_edm_ww_fullhad_pf | |
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| [2025-02-03 16:12:15,057] INFO: Saved predictions at experiments/pyg-clic_20250130_214007_333962/preds_checkpoint-10-1.932789/clic_edm_ww_fullhad_pf/pred_0_193.parquet | |
| [2025-02-03 16:12:15,057] INFO: Saved predictions at experiments/pyg-clic_20250130_214007_333962/preds_checkpoint-10-1.932789/clic_edm_ww_fullhad_pf/pred_0_193.parquet | |
| [2025-02-03 16:12:15,442] INFO: Saved predictions at experiments/pyg-clic_20250130_214007_333962/preds_checkpoint-10-1.932789/clic_edm_ww_fullhad_pf/pred_0_194.parquet | |
| [2025-02-03 16:12:15,442] INFO: Saved predictions at experiments/pyg-clic_20250130_214007_333962/preds_checkpoint-10-1.932789/clic_edm_ww_fullhad_pf/pred_0_194.parquet | |
| [2025-02-03 16:12:15,814] INFO: Saved predictions at experiments/pyg-clic_20250130_214007_333962/preds_checkpoint-10-1.932789/clic_edm_ww_fullhad_pf/pred_0_195.parquet | |
| [2025-02-03 16:12:15,814] INFO: Saved predictions at experiments/pyg-clic_20250130_214007_333962/preds_checkpoint-10-1.932789/clic_edm_ww_fullhad_pf/pred_0_195.parquet | |
| [2025-02-03 16:12:16,200] INFO: Saved predictions at experiments/pyg-clic_20250130_214007_333962/preds_checkpoint-10-1.932789/clic_edm_ww_fullhad_pf/pred_0_196.parquet | |
| [2025-02-03 16:12:16,200] INFO: Saved predictions at experiments/pyg-clic_20250130_214007_333962/preds_checkpoint-10-1.932789/clic_edm_ww_fullhad_pf/pred_0_196.parquet | |
| [2025-02-03 16:12:16,570] INFO: Saved predictions at experiments/pyg-clic_20250130_214007_333962/preds_checkpoint-10-1.932789/clic_edm_ww_fullhad_pf/pred_0_197.parquet | |
| [2025-02-03 16:12:16,570] INFO: Saved predictions at experiments/pyg-clic_20250130_214007_333962/preds_checkpoint-10-1.932789/clic_edm_ww_fullhad_pf/pred_0_197.parquet | |
| [2025-02-03 16:12:16,949] INFO: Saved predictions at experiments/pyg-clic_20250130_214007_333962/preds_checkpoint-10-1.932789/clic_edm_ww_fullhad_pf/pred_0_198.parquet | |
| [2025-02-03 16:12:16,949] INFO: Saved predictions at experiments/pyg-clic_20250130_214007_333962/preds_checkpoint-10-1.932789/clic_edm_ww_fullhad_pf/pred_0_198.parquet | |
| [2025-02-03 16:12:17,322] INFO: Saved predictions at experiments/pyg-clic_20250130_214007_333962/preds_checkpoint-10-1.932789/clic_edm_ww_fullhad_pf/pred_0_199.parquet | |
| [2025-02-03 16:12:17,322] INFO: Saved predictions at experiments/pyg-clic_20250130_214007_333962/preds_checkpoint-10-1.932789/clic_edm_ww_fullhad_pf/pred_0_199.parquet | |
| [2025-02-03 16:12:17,323] INFO: Time taken to make predictions on device 0 is: 1.26 min | |
| [2025-02-03 16:12:17,323] INFO: Time taken to make predictions on device 0 is: 1.26 min | |
| [2025-02-03 16:12:17,324] INFO: Plotting distributions for clic_edm_qq_pf | |
| [2025-02-03 16:12:17,324] INFO: Plotting distributions for clic_edm_qq_pf | |
| [2025-02-03 16:13:10,214] INFO: Plotting distributions for clic_edm_ttbar_pf | |
| [2025-02-03 16:13:10,214] INFO: Plotting distributions for clic_edm_ttbar_pf | |
| [2025-02-03 16:14:10,165] INFO: Plotting distributions for clic_edm_ww_fullhad_pf | |
| [2025-02-03 16:14:10,165] INFO: Plotting distributions for clic_edm_ww_fullhad_pf | |