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README.md
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@@ -131,9 +131,9 @@ We only fine-tuned CodeT5+ across three tasks, and compare it with accuracy of A
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- GCC
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| Dataset | EM | ED | EM | ED | EM | ED | EM | ED | BLEU4 | ED | BLEU4 | ED |
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| -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 |
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| -w/o GPU and MPU | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx |
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@@ -141,9 +141,9 @@ We only fine-tuned CodeT5+ across three tasks, and compare it with accuracy of A
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- LLVM
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| Dataset | EM | ED | EM | ED | EM | ED | EM | ED | BLEU4 | ED | BLEU4 | ED |
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| -w GPU and MPU | 71.34 | 85.98 | 64.45 | 81.53 | 58.68 | 74.57 | 47.81 | 65.5 | 55.38 | 74.41 | 44.33 | 66.36 |
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| -w/o GPU and MPU | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx |
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@@ -170,7 +170,7 @@ We only fine-tuned CodeT5+ across three tasks, and compare it with accuracy of A
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We only fine-tuned CodeT5+ across three tasks, and compare it with accuracy of RI5CY between excluding and including RISC-V in dataset.
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|:-----------:|:-----------:|:-----------:|:-----------:|:-----------:|:----------: |:----------: |
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| Dataset | EM | ED | EM | ED | BLEU4 | ED |
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| -w RISC-V | xxx | xxx | xxx | xxx | xxx | xxx |
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- GCC
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| | Stmt. Comp. | Stmt. Comp. | Stmt. Comp. | Stmt. Comp. | Next. Sugg. | Next. Sugg. | Next. Sugg. | Next. Sugg. | Code. Gen. | Code. Gen. | Code. Gen. | Code. Gen. |
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| | ARC(MPU) | ARC(MPU) | NVPTX(GPU) | NVPTX(GPU) | ARC(MPU) | ARC(MPU) | NVPTX(GPU) | NVPTX(GPU) | ARC(MPU) | ARC(MPU) | NVPTX(GPU) | NVPTX(GPU) |
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| Dataset | EM | ED | EM | ED | EM | ED | EM | ED | BLEU4 | ED | BLEU4 | ED |
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| -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 |
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| -w/o GPU and MPU | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx |
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- LLVM
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| | Stmt. Comp. | Stmt. Comp. | Stmt. Comp. | Stmt. Comp. | Next. Sugg. | Next. Sugg. | Next. Sugg. | Next. Sugg. | Code. Gen. | Code. Gen. | Code. Gen. | Code. Gen. |
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| | ARC(MPU) | ARC(MPU) | NVPTX(GPU) | NVPTX(GPU) | ARC(MPU) | ARC(MPU) | NVPTX(GPU) | NVPTX(GPU) | ARC(MPU) | ARC(MPU) | NVPTX(GPU) | NVPTX(GPU) |
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| Dataset | EM | ED | EM | ED | EM | ED | EM | ED | BLEU4 | ED | BLEU4 | ED |
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| -w GPU and MPU | 71.34 | 85.98 | 64.45 | 81.53 | 58.68 | 74.57 | 47.81 | 65.5 | 55.38 | 74.41 | 44.33 | 66.36 |
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| -w/o GPU and MPU | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx | xxx |
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We only fine-tuned CodeT5+ across three tasks, and compare it with accuracy of RI5CY between excluding and including RISC-V in dataset.
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| | Stmt. Comp. | Stmt. Comp. | Next. Sugg. | Next. Sugg. | Code. Gen. | Code. Gen. |
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|:-----------:|:-----------:|:-----------:|:-----------:|:-----------:|:----------: |:----------: |
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| Dataset | EM | ED | EM | ED | BLEU4 | ED |
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| -w RISC-V | xxx | xxx | xxx | xxx | xxx | xxx |
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