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[2024-03-24 23:57:43,238] INFO: [0;35mWill use single-gpu: NVIDIA A100 80GB PCIe[0m
[2024-03-24 23:57:43,242] INFO: using dtype=torch.bfloat16
[2024-03-24 23:57:43,242] INFO: using dtype=torch.bfloat16
[2024-03-24 23:57:43,277] INFO: using attention_type=flash
[2024-03-24 23:57:43,277] INFO: using attention_type=flash
[2024-03-24 23:57:43,290] INFO: using attention_type=flash
[2024-03-24 23:57:43,290] INFO: using attention_type=flash
[2024-03-24 23:57:43,302] INFO: using attention_type=flash
[2024-03-24 23:57:43,302] INFO: using attention_type=flash
[2024-03-24 23:57:43,314] INFO: using attention_type=flash
[2024-03-24 23:57:43,314] INFO: using attention_type=flash
[2024-03-24 23:57:43,330] INFO: using attention_type=flash
[2024-03-24 23:57:43,330] INFO: using attention_type=flash
[2024-03-24 23:57:43,342] INFO: using attention_type=flash
[2024-03-24 23:57:43,342] INFO: using attention_type=flash
[2024-03-24 23:57:43,354] INFO: using attention_type=flash
[2024-03-24 23:57:43,354] INFO: using attention_type=flash
[2024-03-24 23:57:43,367] INFO: using attention_type=flash
[2024-03-24 23:57:43,367] INFO: using attention_type=flash
[2024-03-24 23:57:43,380] INFO: using attention_type=flash
[2024-03-24 23:57:43,380] INFO: using attention_type=flash
[2024-03-24 23:57:43,392] INFO: using attention_type=flash
[2024-03-24 23:57:43,392] INFO: using attention_type=flash
[2024-03-24 23:57:43,404] INFO: using attention_type=flash
[2024-03-24 23:57:43,404] INFO: using attention_type=flash
[2024-03-24 23:57:43,415] INFO: using attention_type=flash
[2024-03-24 23:57:43,415] INFO: using attention_type=flash
[2024-03-24 23:57:43,660] INFO: MLPF(
(nn0_id): Sequential(
(0): Linear(in_features=55, out_features=512, bias=True)
(1): ReLU()
(2): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
(3): Dropout(p=0.0, inplace=False)
(4): Linear(in_features=512, out_features=512, bias=True)
)
(nn0_reg): Sequential(
(0): Linear(in_features=55, out_features=512, bias=True)
(1): ReLU()
(2): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
(3): Dropout(p=0.0, inplace=False)
(4): Linear(in_features=512, out_features=512, bias=True)
)
(conv_id): ModuleList(
(0-5): 6 x SelfAttentionLayer(
(mha): MultiheadAttention(
(out_proj): NonDynamicallyQuantizableLinear(in_features=512, out_features=512, bias=True)
)
(norm0): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
(norm1): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
(seq): Sequential(
(0): Linear(in_features=512, out_features=512, bias=True)
(1): ReLU()
(2): Linear(in_features=512, out_features=512, bias=True)
(3): ReLU()
)
(dropout): Dropout(p=0.0, inplace=False)
)
)
(conv_reg): ModuleList(
(0-5): 6 x SelfAttentionLayer(
(mha): MultiheadAttention(
(out_proj): NonDynamicallyQuantizableLinear(in_features=512, out_features=512, bias=True)
)
(norm0): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
(norm1): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
(seq): Sequential(
(0): Linear(in_features=512, out_features=512, bias=True)
(1): ReLU()
(2): Linear(in_features=512, out_features=512, bias=True)
(3): ReLU()
)
(dropout): Dropout(p=0.0, inplace=False)
)
)
(nn_id): Sequential(
(0): Linear(in_features=567, out_features=512, bias=True)
(1): ReLU()
(2): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
(3): Dropout(p=0.0, inplace=False)
(4): Linear(in_features=512, out_features=9, bias=True)
)
(nn_pt): RegressionOutput(
(nn): Sequential(
(0): Linear(in_features=576, out_features=512, bias=True)
(1): ReLU()
(2): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
(3): Dropout(p=0.0, inplace=False)
(4): Linear(in_features=512, out_features=2, bias=True)
)
)
(nn_eta): RegressionOutput(
(nn): Sequential(
(0): Linear(in_features=576, out_features=512, bias=True)
(1): ReLU()
(2): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
(3): Dropout(p=0.0, inplace=False)
(4): Linear(in_features=512, out_features=2, bias=True)
)
)
(nn_sin_phi): RegressionOutput(
(nn): Sequential(
(0): Linear(in_features=576, out_features=512, bias=True)
(1): ReLU()
(2): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
(3): Dropout(p=0.0, inplace=False)
(4): Linear(in_features=512, out_features=2, bias=True)
)
)
(nn_cos_phi): RegressionOutput(
(nn): Sequential(
(0): Linear(in_features=576, out_features=512, bias=True)
(1): ReLU()
(2): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
(3): Dropout(p=0.0, inplace=False)
(4): Linear(in_features=512, out_features=2, bias=True)
)
)
(nn_energy): RegressionOutput(
(nn): Sequential(
(0): Linear(in_features=576, out_features=512, bias=True)
(1): ReLU()
(2): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
(3): Dropout(p=0.0, inplace=False)
(4): Linear(in_features=512, out_features=2, bias=True)
)
)
)
[2024-03-24 23:57:43,660] INFO: MLPF(
(nn0_id): Sequential(
(0): Linear(in_features=55, out_features=512, bias=True)
(1): ReLU()
(2): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
(3): Dropout(p=0.0, inplace=False)
(4): Linear(in_features=512, out_features=512, bias=True)
)
(nn0_reg): Sequential(
(0): Linear(in_features=55, out_features=512, bias=True)
(1): ReLU()
(2): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
(3): Dropout(p=0.0, inplace=False)
(4): Linear(in_features=512, out_features=512, bias=True)
)
(conv_id): ModuleList(
(0-5): 6 x SelfAttentionLayer(
(mha): MultiheadAttention(
(out_proj): NonDynamicallyQuantizableLinear(in_features=512, out_features=512, bias=True)
)
(norm0): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
(norm1): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
(seq): Sequential(
(0): Linear(in_features=512, out_features=512, bias=True)
(1): ReLU()
(2): Linear(in_features=512, out_features=512, bias=True)
(3): ReLU()
)
(dropout): Dropout(p=0.0, inplace=False)
)
)
(conv_reg): ModuleList(
(0-5): 6 x SelfAttentionLayer(
(mha): MultiheadAttention(
(out_proj): NonDynamicallyQuantizableLinear(in_features=512, out_features=512, bias=True)
)
(norm0): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
(norm1): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
(seq): Sequential(
(0): Linear(in_features=512, out_features=512, bias=True)
(1): ReLU()
(2): Linear(in_features=512, out_features=512, bias=True)
(3): ReLU()
)
(dropout): Dropout(p=0.0, inplace=False)
)
)
(nn_id): Sequential(
(0): Linear(in_features=567, out_features=512, bias=True)
(1): ReLU()
(2): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
(3): Dropout(p=0.0, inplace=False)
(4): Linear(in_features=512, out_features=9, bias=True)
)
(nn_pt): RegressionOutput(
(nn): Sequential(
(0): Linear(in_features=576, out_features=512, bias=True)
(1): ReLU()
(2): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
(3): Dropout(p=0.0, inplace=False)
(4): Linear(in_features=512, out_features=2, bias=True)
)
)
(nn_eta): RegressionOutput(
(nn): Sequential(
(0): Linear(in_features=576, out_features=512, bias=True)
(1): ReLU()
(2): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
(3): Dropout(p=0.0, inplace=False)
(4): Linear(in_features=512, out_features=2, bias=True)
)
)
(nn_sin_phi): RegressionOutput(
(nn): Sequential(
(0): Linear(in_features=576, out_features=512, bias=True)
(1): ReLU()
(2): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
(3): Dropout(p=0.0, inplace=False)
(4): Linear(in_features=512, out_features=2, bias=True)
)
)
(nn_cos_phi): RegressionOutput(
(nn): Sequential(
(0): Linear(in_features=576, out_features=512, bias=True)
(1): ReLU()
(2): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
(3): Dropout(p=0.0, inplace=False)
(4): Linear(in_features=512, out_features=2, bias=True)
)
)
(nn_energy): RegressionOutput(
(nn): Sequential(
(0): Linear(in_features=576, out_features=512, bias=True)
(1): ReLU()
(2): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
(3): Dropout(p=0.0, inplace=False)
(4): Linear(in_features=512, out_features=2, bias=True)
)
)
)
[2024-03-24 23:57:43,666] INFO: Trainable parameters: 21304339
[2024-03-24 23:57:43,666] INFO: Trainable parameters: 21304339
[2024-03-24 23:57:43,668] INFO: Non-trainable parameters: 0
[2024-03-24 23:57:43,668] INFO: Non-trainable parameters: 0
[2024-03-24 23:57:43,671] INFO: Total parameters: 21304339
[2024-03-24 23:57:43,671] INFO: Total parameters: 21304339
[2024-03-24 23:57:43,682] INFO: Modules Trainable parameters Non-tranable parameters
nn0_id.0.weight 28160 0
nn0_id.0.bias 512 0
nn0_id.2.weight 512 0
nn0_id.2.bias 512 0
nn0_id.4.weight 262144 0
nn0_id.4.bias 512 0
nn0_reg.0.weight 28160 0
nn0_reg.0.bias 512 0
nn0_reg.2.weight 512 0
nn0_reg.2.bias 512 0
nn0_reg.4.weight 262144 0
nn0_reg.4.bias 512 0
conv_id.0.mha.in_proj_weight 786432 0
conv_id.0.mha.in_proj_bias 1536 0
conv_id.0.mha.out_proj.weight 262144 0
conv_id.0.mha.out_proj.bias 512 0
conv_id.0.norm0.weight 512 0
conv_id.0.norm0.bias 512 0
conv_id.0.norm1.weight 512 0
conv_id.0.norm1.bias 512 0
conv_id.0.seq.0.weight 262144 0
conv_id.0.seq.0.bias 512 0
conv_id.0.seq.2.weight 262144 0
conv_id.0.seq.2.bias 512 0
conv_id.1.mha.in_proj_weight 786432 0
conv_id.1.mha.in_proj_bias 1536 0
conv_id.1.mha.out_proj.weight 262144 0
conv_id.1.mha.out_proj.bias 512 0
conv_id.1.norm0.weight 512 0
conv_id.1.norm0.bias 512 0
conv_id.1.norm1.weight 512 0
conv_id.1.norm1.bias 512 0
conv_id.1.seq.0.weight 262144 0
conv_id.1.seq.0.bias 512 0
conv_id.1.seq.2.weight 262144 0
conv_id.1.seq.2.bias 512 0
conv_id.2.mha.in_proj_weight 786432 0
conv_id.2.mha.in_proj_bias 1536 0
conv_id.2.mha.out_proj.weight 262144 0
conv_id.2.mha.out_proj.bias 512 0
conv_id.2.norm0.weight 512 0
conv_id.2.norm0.bias 512 0
conv_id.2.norm1.weight 512 0
conv_id.2.norm1.bias 512 0
conv_id.2.seq.0.weight 262144 0
conv_id.2.seq.0.bias 512 0
conv_id.2.seq.2.weight 262144 0
conv_id.2.seq.2.bias 512 0
conv_id.3.mha.in_proj_weight 786432 0
conv_id.3.mha.in_proj_bias 1536 0
conv_id.3.mha.out_proj.weight 262144 0
conv_id.3.mha.out_proj.bias 512 0
conv_id.3.norm0.weight 512 0
conv_id.3.norm0.bias 512 0
conv_id.3.norm1.weight 512 0
conv_id.3.norm1.bias 512 0
conv_id.3.seq.0.weight 262144 0
conv_id.3.seq.0.bias 512 0
conv_id.3.seq.2.weight 262144 0
conv_id.3.seq.2.bias 512 0
conv_id.4.mha.in_proj_weight 786432 0
conv_id.4.mha.in_proj_bias 1536 0
conv_id.4.mha.out_proj.weight 262144 0
conv_id.4.mha.out_proj.bias 512 0
conv_id.4.norm0.weight 512 0
conv_id.4.norm0.bias 512 0
conv_id.4.norm1.weight 512 0
conv_id.4.norm1.bias 512 0
conv_id.4.seq.0.weight 262144 0
conv_id.4.seq.0.bias 512 0
conv_id.4.seq.2.weight 262144 0
conv_id.4.seq.2.bias 512 0
conv_id.5.mha.in_proj_weight 786432 0
conv_id.5.mha.in_proj_bias 1536 0
conv_id.5.mha.out_proj.weight 262144 0
conv_id.5.mha.out_proj.bias 512 0
conv_id.5.norm0.weight 512 0
conv_id.5.norm0.bias 512 0
conv_id.5.norm1.weight 512 0
conv_id.5.norm1.bias 512 0
conv_id.5.seq.0.weight 262144 0
conv_id.5.seq.0.bias 512 0
conv_id.5.seq.2.weight 262144 0
conv_id.5.seq.2.bias 512 0
conv_reg.0.mha.in_proj_weight 786432 0
conv_reg.0.mha.in_proj_bias 1536 0
conv_reg.0.mha.out_proj.weight 262144 0
conv_reg.0.mha.out_proj.bias 512 0
conv_reg.0.norm0.weight 512 0
conv_reg.0.norm0.bias 512 0
conv_reg.0.norm1.weight 512 0
conv_reg.0.norm1.bias 512 0
conv_reg.0.seq.0.weight 262144 0
conv_reg.0.seq.0.bias 512 0
conv_reg.0.seq.2.weight 262144 0
conv_reg.0.seq.2.bias 512 0
conv_reg.1.mha.in_proj_weight 786432 0
conv_reg.1.mha.in_proj_bias 1536 0
conv_reg.1.mha.out_proj.weight 262144 0
conv_reg.1.mha.out_proj.bias 512 0
conv_reg.1.norm0.weight 512 0
conv_reg.1.norm0.bias 512 0
conv_reg.1.norm1.weight 512 0
conv_reg.1.norm1.bias 512 0
conv_reg.1.seq.0.weight 262144 0
conv_reg.1.seq.0.bias 512 0
conv_reg.1.seq.2.weight 262144 0
conv_reg.1.seq.2.bias 512 0
conv_reg.2.mha.in_proj_weight 786432 0
conv_reg.2.mha.in_proj_bias 1536 0
conv_reg.2.mha.out_proj.weight 262144 0
conv_reg.2.mha.out_proj.bias 512 0
conv_reg.2.norm0.weight 512 0
conv_reg.2.norm0.bias 512 0
conv_reg.2.norm1.weight 512 0
conv_reg.2.norm1.bias 512 0
conv_reg.2.seq.0.weight 262144 0
conv_reg.2.seq.0.bias 512 0
conv_reg.2.seq.2.weight 262144 0
conv_reg.2.seq.2.bias 512 0
conv_reg.3.mha.in_proj_weight 786432 0
conv_reg.3.mha.in_proj_bias 1536 0
conv_reg.3.mha.out_proj.weight 262144 0
conv_reg.3.mha.out_proj.bias 512 0
conv_reg.3.norm0.weight 512 0
conv_reg.3.norm0.bias 512 0
conv_reg.3.norm1.weight 512 0
conv_reg.3.norm1.bias 512 0
conv_reg.3.seq.0.weight 262144 0
conv_reg.3.seq.0.bias 512 0
conv_reg.3.seq.2.weight 262144 0
conv_reg.3.seq.2.bias 512 0
conv_reg.4.mha.in_proj_weight 786432 0
conv_reg.4.mha.in_proj_bias 1536 0
conv_reg.4.mha.out_proj.weight 262144 0
conv_reg.4.mha.out_proj.bias 512 0
conv_reg.4.norm0.weight 512 0
conv_reg.4.norm0.bias 512 0
conv_reg.4.norm1.weight 512 0
conv_reg.4.norm1.bias 512 0
conv_reg.4.seq.0.weight 262144 0
conv_reg.4.seq.0.bias 512 0
conv_reg.4.seq.2.weight 262144 0
conv_reg.4.seq.2.bias 512 0
conv_reg.5.mha.in_proj_weight 786432 0
conv_reg.5.mha.in_proj_bias 1536 0
conv_reg.5.mha.out_proj.weight 262144 0
conv_reg.5.mha.out_proj.bias 512 0
conv_reg.5.norm0.weight 512 0
conv_reg.5.norm0.bias 512 0
conv_reg.5.norm1.weight 512 0
conv_reg.5.norm1.bias 512 0
conv_reg.5.seq.0.weight 262144 0
conv_reg.5.seq.0.bias 512 0
conv_reg.5.seq.2.weight 262144 0
conv_reg.5.seq.2.bias 512 0
nn_id.0.weight 290304 0
nn_id.0.bias 512 0
nn_id.2.weight 512 0
nn_id.2.bias 512 0
nn_id.4.weight 4608 0
nn_id.4.bias 9 0
nn_pt.nn.0.weight 294912 0
nn_pt.nn.0.bias 512 0
nn_pt.nn.2.weight 512 0
nn_pt.nn.2.bias 512 0
nn_pt.nn.4.weight 1024 0
nn_pt.nn.4.bias 2 0
nn_eta.nn.0.weight 294912 0
nn_eta.nn.0.bias 512 0
nn_eta.nn.2.weight 512 0
nn_eta.nn.2.bias 512 0
nn_eta.nn.4.weight 1024 0
nn_eta.nn.4.bias 2 0
nn_sin_phi.nn.0.weight 294912 0
nn_sin_phi.nn.0.bias 512 0
nn_sin_phi.nn.2.weight 512 0
nn_sin_phi.nn.2.bias 512 0
nn_sin_phi.nn.4.weight 1024 0
nn_sin_phi.nn.4.bias 2 0
nn_cos_phi.nn.0.weight 294912 0
nn_cos_phi.nn.0.bias 512 0
nn_cos_phi.nn.2.weight 512 0
nn_cos_phi.nn.2.bias 512 0
nn_cos_phi.nn.4.weight 1024 0
nn_cos_phi.nn.4.bias 2 0
nn_energy.nn.0.weight 294912 0
nn_energy.nn.0.bias 512 0
nn_energy.nn.2.weight 512 0
nn_energy.nn.2.bias 512 0
nn_energy.nn.4.weight 1024 0
nn_energy.nn.4.bias 2 0
[2024-03-24 23:57:43,682] INFO: Modules Trainable parameters Non-tranable parameters
nn0_id.0.weight 28160 0
nn0_id.0.bias 512 0
nn0_id.2.weight 512 0
nn0_id.2.bias 512 0
nn0_id.4.weight 262144 0
nn0_id.4.bias 512 0
nn0_reg.0.weight 28160 0
nn0_reg.0.bias 512 0
nn0_reg.2.weight 512 0
nn0_reg.2.bias 512 0
nn0_reg.4.weight 262144 0
nn0_reg.4.bias 512 0
conv_id.0.mha.in_proj_weight 786432 0
conv_id.0.mha.in_proj_bias 1536 0
conv_id.0.mha.out_proj.weight 262144 0
conv_id.0.mha.out_proj.bias 512 0
conv_id.0.norm0.weight 512 0
conv_id.0.norm0.bias 512 0
conv_id.0.norm1.weight 512 0
conv_id.0.norm1.bias 512 0
conv_id.0.seq.0.weight 262144 0
conv_id.0.seq.0.bias 512 0
conv_id.0.seq.2.weight 262144 0
conv_id.0.seq.2.bias 512 0
conv_id.1.mha.in_proj_weight 786432 0
conv_id.1.mha.in_proj_bias 1536 0
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[2024-03-24 23:57:43,685] INFO: Creating experiment dir experiments/pyg-cms_20240324_235743_208080
[2024-03-24 23:57:43,685] INFO: Creating experiment dir experiments/pyg-cms_20240324_235743_208080
[2024-03-24 23:57:43,690] INFO: [1mModel directory experiments/pyg-cms_20240324_235743_208080[0m
[2024-03-24 23:57:43,690] INFO: [1mModel directory experiments/pyg-cms_20240324_235743_208080[0m
[2024-03-24 23:57:49,345] INFO: [0;34mtrain_dataset: cms_pf_ttbar, 320100[0m
[2024-03-24 23:57:49,345] INFO: [0;34mtrain_dataset: cms_pf_ttbar, 320100[0m
[2024-03-24 23:57:49,622] INFO: [0;34mvalid_dataset: cms_pf_ttbar, 80040[0m
[2024-03-24 23:57:49,622] INFO: [0;34mvalid_dataset: cms_pf_ttbar, 80040[0m
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