diff --git a/mechanisms/H2/pytorchDNN/ESH2-sub1.pt b/mechanisms/H2/pytorchDNN/ESH2-sub1.pt
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index 00000000..c9ce2727
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diff --git a/mechanisms/H2/pytorchDNN/ESH2-sub2.pt b/mechanisms/H2/pytorchDNN/ESH2-sub2.pt
new file mode 100644
index 00000000..50e564c5
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diff --git a/mechanisms/H2/pytorchDNN/ESH2-sub3.pt b/mechanisms/H2/pytorchDNN/ESH2-sub3.pt
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index 00000000..a240ffcc
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diff --git a/mechanisms/H2/pytorchDNN/settings1.json b/mechanisms/H2/pytorchDNN/settings1.json
new file mode 100644
index 00000000..feaf5111
--- /dev/null
+++ b/mechanisms/H2/pytorchDNN/settings1.json
@@ -0,0 +1,85 @@
+{
+    "seed":20,
+    "mech_path":"/home/yaojunjie/data/mechanism/ES80_H2-7-16.yaml",
+    "shuffle":true,
+    "batch_size":1024,
+    "valid_batch_size":8192,
+    "train_size":10735978,
+    "valid_size":1192887,
+    "valid_ratio":0.1,
+    "prefetch":10,
+    "num_workers":16,
+    "pin_memory":true,
+    "power_transform":0.1,
+    "delta_t":1e-06,
+    "dim":9,
+    "layers":[
+        9,
+        1600,
+        800,
+        400,
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+    ],
+    "net_type":"fc",
+    "actfun":"CustomGELU",
+    "max_epoch":5000,
+    "epoch_decay":2500,
+    "learnrate":0.0001,
+    "lr_decay_rate":0.1,
+    "batch_grow_rate":128,
+    "lossfun":"L1",
+    "optim":"Adam",
+    "device":"cuda:0",
+    "n_gpu":8,
+    "use_DP":false,
+    "use_DDP":true,
+    "local_rank":-1,
+    "world_size":8,
+    "backend":"nccl",
+    "description":"test",
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\ No newline at end of file
diff --git a/mechanisms/H2/pytorchDNN/settings2.json b/mechanisms/H2/pytorchDNN/settings2.json
new file mode 100644
index 00000000..bc78b10b
--- /dev/null
+++ b/mechanisms/H2/pytorchDNN/settings2.json
@@ -0,0 +1,85 @@
+{
+    "seed": 2022,
+    "mech_path": "Chem/ESH2.yaml",
+    "shuffle": true,
+    "batch_size": 1024,
+    "valid_batch_size": 8192,
+    "train_size": 5792898,
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+    "num_workers": 16,
+    "pin_memory": true,
+    "power_transform": 0.1,
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+    "dim": 9,
+    "layers": [
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+        800,
+        400,
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+    ],
+    "net_type": "fc",
+    "actfun": "CustomGELU",
+    "max_epoch": 5000,
+    "epoch_decay": 2500,
+    "learnrate": 0.0001,
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+    "lossfun": "L1",
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\ No newline at end of file
diff --git a/mechanisms/H2/pytorchDNN/settings3.json b/mechanisms/H2/pytorchDNN/settings3.json
new file mode 100644
index 00000000..1ed66ee9
--- /dev/null
+++ b/mechanisms/H2/pytorchDNN/settings3.json
@@ -0,0 +1,85 @@
+{
+    "seed":20,
+    "mech_path":"/home/yaojunjie/data/mechanism/ES80_H2-7-16.yaml",
+    "shuffle":true,
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+    "valid_batch_size":8192,
+    "train_size":2392228,
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+    "pin_memory":true,
+    "power_transform":0.1,
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+    "dim":9,
+    "layers":[
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+    "net_type":"fc",
+    "actfun":"CustomGELU",
+    "max_epoch":5000,
+    "epoch_decay":2500,
+    "learnrate":0.0001,
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+    "lossfun":"L1",
+    "optim":"Adam",
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+    "use_DP":false,
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\ No newline at end of file