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CUDA作业 #60

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ec2ba61
Implement rmsNorm and flashAttention functions
ShengnanLiao Aug 6, 2026
5b860ae
Clean up comments in flashAttention function
ShengnanLiao Aug 6, 2026
e17bc02
Document test results for rmsNorm and Attention
ShengnanLiao Aug 6, 2026
0b7d208
Update kernels
ShengnanLiao Aug 6, 2026
f5230f6
Update kernels.maca
ShengnanLiao Aug 11, 2026
b47f928
Update kernels.mu
ShengnanLiao Aug 11, 2026
2b5ff3a
Update kernels.cu
ShengnanLiao Aug 11, 2026
5b734bb
Update kernels.maca
ShengnanLiao Aug 12, 2026
1daaf17
Update kernels.cu
ShengnanLiao Aug 12, 2026
1fbf1bf
Update all kernels
ShengnanLiao Aug 12, 2026
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73 changes: 73 additions & 0 deletions result.md
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root@autodl-container-mamykqv3ku-9260f267:~/autodl-tmp/Learning-CUDA# SKIP_ATTENTION=1 make
=== Running tests (output from src/kernels.o) ===
=== Verbose mode: Enabled (using '--verbose') ===
./test_kernels
Testing on device: NVIDIA GeForce RTX 3080 Ti

=== rmsNorm Tests ===
Test # 1: float | Verification: Passed
Test # 1: half | Verification: Passed
Test # 2: float | Verification: Passed
Test # 2: half | Verification: Passed
Test # 3: float | Verification: Passed
Test # 3: half | Verification: Passed
Test # 4: float | Verification: Passed
Test # 4: half | Verification: Passed
Test # 5: float | Verification: Passed
Test # 5: half | Verification: Passed
Test # 6: float | Verification: Passed
Test # 6: half | Verification: Passed
Test # 7: float | Verification: Passed
Test # 7: half | Verification: Passed
Test # 8: float | Verification: Passed
Test # 8: half | Verification: Passed
Test # 9: float | Verification: Passed
Test # 9: half | Verification: Passed
Test #10: float | Verification: Passed
Test #10: half | Verification: Passed
Test #11: float | Verification: Passed
Test #11: half | Verification: Passed
Test #12: float | Verification: Passed
Test #12: half | Verification: Passed
Test #13: float | Verification: Passed
Test #13: half | Verification: Passed

root@autodl-container-mamykqv3ku-9260f267:~/autodl-tmp/Learning-CUDA# SKIP_RMS_NORM=1 make
=== Compiling student code (src/kernels.cu ) ===
nvcc -std=c++17 -O0 -DPLATFORM_NVIDIA -c src/kernels.cu -o src/kernels.o
=== Linking executable (student code + test logic) ===
nvcc -std=c++17 -O0 -DPLATFORM_NVIDIA -o test_kernels src/kernels.o tester/tester_nv.o
=== Running tests (output from src/kernels.o) ===
=== Verbose mode: Enabled (using '--verbose') ===
./test_kernels
Testing on device: NVIDIA GeForce RTX 3080 Ti

=== Attention Tests ===
Test # 1: float | Verification: Passed
Test # 1: half | Verification: Passed
Test # 2: float | Verification: Passed
Test # 2: half | Verification: Passed
Test # 3: float | Verification: Passed
Test # 3: half | Verification: Passed
Test # 4: float | Verification: Passed
Test # 4: half | Verification: Passed
Test # 5: float | Verification: Passed
Test # 5: half | Verification: Passed
Test # 6: float | Verification: Passed
Test # 6: half | Verification: Passed
Test # 7: float | Verification: Passed
Test # 7: half | Verification: Passed
Test # 8: float | Verification: Passed
Test # 8: half | Verification: Passed
Test # 9: float | Verification: Passed
Test # 9: half | Verification: Passed
Test #10: float | Verification: Passed
Test #10: half | Verification: Passed
Test #11: float | Verification: Passed
Test #11: half | Verification: Passed
Test #12: float | Verification: Passed
Test #12: half | Verification: Passed
Test #13: float | Verification: Passed
Test #13: half | Verification: Passed
Test #14: float | Verification: Passed
Test #14: half | Verification: Passed
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