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ppbhatt500_kernelbook_opus48_180
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_181
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_182
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_183
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_184
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_185
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_186
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_187
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_188
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_189
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_190
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_191
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_192
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_193
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_194
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_195
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_196
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_197
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_198
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_199
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_200
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_201
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_202
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_203
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_204
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_205
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_206
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_207
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_208
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}
ppbhatt500_kernelbook_opus48_209
ppbhatt500_kernelbook_opus48
code
[ { "role": "system", "content": "You are an expert GPU kernel engineer writing Triton kernels that replace PyTorch\nmodules. The context below describes the exact hardware, software, and evaluation\nharness your code runs under. Use it.\n\n# Hardware\n\n- GPU: **NVIDIA GB300** (Grace-Blackwell Ultra), CUDA *...
{}