Update README.md

README.md

@@ -76,15 +76,15 @@ mv L18.pt logs/L18/
 ## Evaluation
 
 ```shell
-export data_path='./datasets/pcq-pos' 				       # path to data
-export save_path='./logs/{folder_to_checkpoints}'	   # path to checkpoints, e.g., ./logs/L12
-
-export layers=12									                   # set layers=18 for 18-layer model
-export hidden_size=768								               # dimension of hidden layers
-export ffn_size=768									                 # dimension of feed-forward layers
-export num_head=32									                 # number of attention heads
-export num_3d_bias_kernel=128						             # number of Gaussian Basis kernels
-export batch_size=256								                 # batch size for a single gpu
+export data_path='./datasets/pcq-pos'                # path to data
+export save_path='./logs/{folder_to_checkpoints}'    # path to checkpoints, e.g., ./logs/L12
+
+export layers=12                                     # set layers=18 for 18-layer model
+export hidden_size=768                               # dimension of hidden layers
+export ffn_size=768                                  # dimension of feed-forward layers
+export num_head=32                                   # number of attention heads
+export num_3d_bias_kernel=128                        # number of Gaussian Basis kernels
+export batch_size=256                                # batch size for a single gpu
 export dataset_name="PCQM4M-LSC-V2-3D"				   
 export add_3d="true"
 bash evaluate.sh
@@ -95,16 +95,16 @@ bash evaluate.sh
 ```shell
 # L12. Valid MAE: 0.0785
 export data_path='./datasets/pcq-pos'               # path to data
-export save_path='./logs/'	                        # path to logs
+export save_path='./logs/'                          # path to logs
 
-export lr=2e-4				                              # peak learning rate
+export lr=2e-4                                      # peak learning rate
 export warmup_steps=150000                          # warmup steps
 export total_steps=1500000                          # total steps
 export layers=12                                    # set layers=18 for 18-layer model
 export hidden_size=768                              # dimension of hidden layers
-export ffn_size=768			                            # dimension of feed-forward layers
-export num_head=32			                            # number of attention heads
-export batch_size=32		                            # batch size for a single gpu
+export ffn_size=768                                 # dimension of feed-forward layers
+export num_head=32                                  # number of attention heads
+export batch_size=32                                # batch size for a single gpu
 export dropout=0.0
 export act_dropout=0.1
 export attn_dropout=0.1