unknown commited on
Commit
038c8ae
·
1 Parent(s): cd97cb9
Files changed (1) hide show
  1. README.md +32 -2
README.md CHANGED
@@ -72,7 +72,7 @@ ComBack is sourced from GCC and LLVM backends corresponding to 178 target platf
72
 
73
  ## Organization
74
 
75
- - `Existing_Targets/*`: **split data of 178 backends into train/valid/test set in the ratio of 80%:10%:10%**
76
 
77
  | Task | Train | Valid | Test |
78
  | ---- | ---- | ---- | ---- |
@@ -81,7 +81,7 @@ ComBack is sourced from GCC and LLVM backends corresponding to 178 target platf
81
  | Code Generation. | 36,236(5.10M Token) | 4,530(0.64M Token) | 4,530(0.64M Token) |
82
 
83
 
84
- - `New_Targets/*`: **Take data of RISC-V,ARC,NVPTX both in GCC and LLVM as test set, split train/valid set in the ratio of 85%:15% of other 171(178 - 2*3 - 1) targets excluding RI5CY(RI5CY is custmoized based on RISCV)**
85
 
86
 
87
 
@@ -90,3 +90,33 @@ ComBack is sourced from GCC and LLVM backends corresponding to 178 target platf
90
  | Statement-Level Comp. | 114,016(10.20M Token) | 20,121(1.81M Token) | 6,645(0.58M Token) |
91
  | Next-Statement Sugg. | 152,114(14.10M Token) | 26,844(2.49M Token) | 9,313(0.83M Token) |
92
  | Code Generation. | 30,633(4.44M Token) | 5,406(0.79M Token) | 2,819(0.37M Token) |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
72
 
73
  ## Organization
74
 
75
+ - `Code_Generation/*` and `Code_Completion/*`: **split data of 178 backends into train/valid/test set in the ratio of 80%:10%:10%**
76
 
77
  | Task | Train | Valid | Test |
78
  | ---- | ---- | ---- | ---- |
 
81
  | Code Generation. | 36,236(5.10M Token) | 4,530(0.64M Token) | 4,530(0.64M Token) |
82
 
83
 
84
+ - `New_Target_Generation/Existing_Types/*` and `New_Target_Completion/Existing_Types/*`: **Take data of RISC-V,ARC,NVPTX both in GCC and LLVM as test set, split train/valid set in the ratio of 85%:15% of other CPU, MPU and GPU targets excluding RI5CY(RI5CY is custmoized based on RISCV)**
85
 
86
 
87
 
 
90
  | Statement-Level Comp. | 114,016(10.20M Token) | 20,121(1.81M Token) | 6,645(0.58M Token) |
91
  | Next-Statement Sugg. | 152,114(14.10M Token) | 26,844(2.49M Token) | 9,313(0.83M Token) |
92
  | Code Generation. | 30,633(4.44M Token) | 5,406(0.79M Token) | 2,819(0.37M Token) |
93
+
94
+
95
+
96
+ - `New_Target_Generation/New_Types/*` and `New_Target_Completion/New_Types/*`: **Take data of ARC,NVPTX both in GCC and LLVM as test set, split train/valid set in the ratio of 85%:15% of other CPU targets excluding RI5CY(RI5CY is custmoized based on RISCV)**
97
+
98
+
99
+
100
+ | Task | Train | Valid | Test |
101
+ | ---- | ---- | ---- | ---- |
102
+ | Statement-Level Comp. | 87,018(7.78M Token) | 15,357(1.37M Token) | 2,764(0.26M Token) |
103
+ | Next-Statement Sugg. | 113,684(10.65M Token) | 20,063(1.87M Token) | 4,029(0.38M Token) |
104
+ | Code Generation. | 21,184(3.14M Token) | 3,739(0.55M Token) | 1,372(0.18M Token) |
105
+
106
+
107
+ - `Iterative_Expansion_Generation/*` and `Iterative_Expansion_Completion/*`: **Take data of RI5CY in LLVM as test set, split train/valid set in the ratio of 85%:15% of other CPU targets excluding RISC-V(a) and including RISC-V(b)**
108
+
109
+
110
+ ##### (a)
111
+ | Task | Train | Valid | Test |
112
+ | ---- | ---- | ---- | ---- |
113
+ | Statement-Level Comp. | 87,018(7.78M Token) | 15,357(1.37M Token) | 721(0.04M Token) |
114
+ | Next-Statement Sugg. | 113,684(10.65M Token) | 20,063(1.87M Token) | 1,035(0.06M Token) |
115
+ | Code Generation. | 21,184(3.14M Token) | 3,739(0.55M Token) | 219(0.02M Token) |
116
+
117
+ ##### (b)
118
+ | Task | Train | Valid | Test |
119
+ | ---- | ---- | ---- | ---- |
120
+ | Statement-Level Comp. | 90,316(8.06M Token) | 15,940(1.42M Token) | 721(0.04M Token) |
121
+ | Next-Statement Sugg. | 118,175(11.04M Token) | 20,856(1.94M Token) | 1,035(0.06M Token) |
122
+ | Code Generation. | 22,413(3.30M Token) | 3,957(0.58M Token) | 219(0.02M Token) |