unknown
commited on
Commit
·
f0958a8
1
Parent(s):
442c0f7
add files
Browse files
README.md
CHANGED
@@ -131,17 +131,14 @@ We only fine-tuned CodeT5+ across three tasks, and compare it with accuracy of A
|
|
131 |
|
132 |
- GCC
|
133 |
|
134 |
-
| Task | Train | Valid | Test |
|
135 |
-
| ---- | ---- | ---- | ---- |
|
136 |
-
| ARC(MPU) | ARC(MPU) | NVPTX(GPU) | NVPTX(GPU) |
|
137 |
|
138 |
| | Stmt. Comp. | Stmt. Comp. | Stmt. Comp. | Stmt. Comp. | Next. Sugg. | Next. Sugg. | Next. Sugg. | Next. Sugg. | Code. Gen. | Code. Gen. | Code. Gen. | Code. Gen. |
|
139 |
-
|
140 |
| | ARC(MPU) | ARC(MPU) | NVPTX(GPU) | NVPTX(GPU) | ARC(MPU) | ARC(MPU) | NVPTX(GPU) | NVPTX(GPU) | ARC(MPU) | ARC(MPU) | NVPTX(GPU) | NVPTX(GPU) |
|
141 |
-
|
142 |
| -w GPU and MPU | 52.45 | 74.57 | 50.56 | 75.52 | 38.26 | 59.21 | 38.33 | 56.31 | 19.94 | 50.27 | 25.47 | 52.6 |
|
143 |
| -w/o GPU and MPU | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx |
|
144 |
-
| **Decrease** | **xxx** | **xxx** | **xxx** | **xxx** | **xxx** | **xxx** | **xxx** | **xxx** | **xxx** | **xxx** | **xxx** | **xxx** |
|
145 |
|
146 |
- LLVM
|
147 |
| | Stmt. Comp. | Stmt. Comp. | Stmt. Comp. | Stmt. Comp. | Next. Sugg. | Next. Sugg. | Next. Sugg. | Next. Sugg. | Code. Gen. | Code. Gen. | Code. Gen. | Code. Gen. |
|
|
|
131 |
|
132 |
- GCC
|
133 |
|
|
|
|
|
|
|
134 |
|
135 |
| | Stmt. Comp. | Stmt. Comp. | Stmt. Comp. | Stmt. Comp. | Next. Sugg. | Next. Sugg. | Next. Sugg. | Next. Sugg. | Code. Gen. | Code. Gen. | Code. Gen. | Code. Gen. |
|
136 |
+
|-----------|:-----------:|:-----------:|:-----------:|:-----------:|:-----------:|:-----------:|:-----------:|:-----------:|:----------: |:----------: |:----------: |:----------: |
|
137 |
| | ARC(MPU) | ARC(MPU) | NVPTX(GPU) | NVPTX(GPU) | ARC(MPU) | ARC(MPU) | NVPTX(GPU) | NVPTX(GPU) | ARC(MPU) | ARC(MPU) | NVPTX(GPU) | NVPTX(GPU) |
|
138 |
+
| Dataset | EM | ED | EM | ED | EM | ED | EM | ED | BLEU4 | ED | BLEU4 | ED |
|
139 |
| -w GPU and MPU | 52.45 | 74.57 | 50.56 | 75.52 | 38.26 | 59.21 | 38.33 | 56.31 | 19.94 | 50.27 | 25.47 | 52.6 |
|
140 |
| -w/o GPU and MPU | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx |
|
141 |
+
| **Decrease** | **xxx** | **xxx** | **xxx** | **xxx** | **xxx** | **xxx** | **xxx** | **xxx** | **xxx** | **xxx** | **xxx** | **xxx** |
|
142 |
|
143 |
- LLVM
|
144 |
| | Stmt. Comp. | Stmt. Comp. | Stmt. Comp. | Stmt. Comp. | Next. Sugg. | Next. Sugg. | Next. Sugg. | Next. Sugg. | Code. Gen. | Code. Gen. | Code. Gen. | Code. Gen. |
|