source stringclasses 13
values | gpu stringclasses 4
values | model stringclasses 13
values | kernel_family stringclasses 7
values | kernel_name stringclasses 328
values | dtype stringclasses 2
values | held_out bool 2
classes | M float64 1 16.4k ⌀ | N float64 8 248k ⌀ | K float64 2.05k 29.6k ⌀ | bs float64 1 1 ⌀ | seq float64 1 16.4k ⌀ | n_heads float64 8 64 ⌀ | head_dim float64 64 256 ⌀ | kv_heads float64 1 64 ⌀ | numel float64 64 531M ⌀ | op_type stringclasses 177
values | gpu_time_duration_ms float64 0 703 | launch_block_size float64 16 512 | launch_grid_size float64 1 1.04M | dram_bytes_sum float64 1.27 94.3B ⌀ | launch_registers_per_thread float64 16 255 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<float>, std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | residual | 0.00349 | 128 | 1 | 5,760 | 30 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,310,720 | mul | 0.00906 | 128 | 3,072 | 3,160,000 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::vectorized_elementwise_kernel<4, at::bfloat16_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 654,336 | cast | 0.00624 | 128 | 768 | 3,150,000 | 28 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::unrolled_elementwise_kernel<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned in... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 218,112 | cast | 0.00803 | 128 | 256 | 294,400 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, void at::<unnamed>::pow_tensor_scalar_kernel_impl<float, float>(at::TensorIteratorBase &, T2)::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 65,536 | rmsnorm | 0.004 | 128 | 128 | 529,020 | 28 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | reduce | void at::reduce_kernel<512, 1, at::ReduceOp<float, at::MeanOps<float, float, float, float>, unsigned int, float, 4, 4>>(T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 65,536 | rmsnorm | 0.00752 | 512 | 32 | 575,490 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<float>, std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | residual | 0.00365 | 128 | 1 | 6,780 | 30 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::rsqrt_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | rmsnorm | 0.00378 | 128 | 1 | 8,580 | 22 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 218,112 | mul | 0.00589 | 128 | 512 | 537,470 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::unrolled_elementwise_kernel<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned in... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | cast | 0.0056 | 128 | 1 | 32,770 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<float>, std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | residual | 0.00349 | 128 | 1 | 5,760 | 30 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 218,112 | mul | 0.00589 | 128 | 512 | 536,450 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::vectorized_elementwise_kernel<4, at::bfloat16_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 65,536 | cast | 0.00394 | 128 | 128 | 529,280 | 28 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 218,112 | mul | 0.00742 | 128 | 384 | 429,440 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::neg_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 9)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 98,304 | neg | 0.00717 | 128 | 192 | 214,400 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | copy | void at::<unnamed>::CatArrayBatchedCopy<at::<unnamed>::OpaqueType<2>, unsigned int, 4, 64, 64>(T1 *, at::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::<unnamed>::TensorSizeStride<T2, 4>, int, T2) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 655,360 | other | 0.00998 | 512 | 432 | 400,260 | 23 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 218,112 | mul | 0.0073 | 128 | 384 | 429,310 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::CUDAFunctor_add<c10::BFloat16>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 218,112 | residual | 0.00762 | 128 | 384 | 806,140 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 32,768 | mul | 0.00707 | 128 | 64 | 101,630 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::neg_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 9)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 16,384 | neg | 0.00672 | 128 | 32 | 50,560 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | copy | void at::<unnamed>::CatArrayBatchedCopy<at::<unnamed>::OpaqueType<2>, unsigned int, 4, 64, 64>(T1 *, at::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::<unnamed>::TensorSizeStride<T2, 4>, int, T2) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 655,360 | other | 0.00864 | 512 | 432 | 72,450 | 23 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 32,768 | mul | 0.00678 | 128 | 64 | 101,760 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::CUDAFunctor_add<c10::BFloat16>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 32,768 | residual | 0.00723 | 128 | 64 | 150,910 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | copy | void at::<unnamed>::CatArrayBatchedCopy<at::<unnamed>::OpaqueType<2>, unsigned int, 4, 64, 64>(T1 *, at::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::<unnamed>::TensorSizeStride<T2, 4>, int, T2) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 655,360 | other | 0.0152 | 512 | 432 | 1,580,000 | 23 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | copy | void at::<unnamed>::CatArrayBatchedCopy<at::<unnamed>::OpaqueType<2>, unsigned int, 4, 64, 64>(T1 *, at::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::<unnamed>::TensorSizeStride<T2, 4>, int, T2) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 655,360 | other | 0.00976 | 512 | 432 | 269,180 | 23 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | copy | void at::<unnamed>::CatArrayBatchedCopy<at::<unnamed>::OpaqueType<2>, unsigned int, 4, 64, 64>(T1 *, at::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::<unnamed>::TensorSizeStride<T2, 4>, int, T2) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 655,360 | other | 0.00861 | 512 | 432 | 269,180 | 23 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | copy | void at::<unnamed>::CatArrayBatchedCopy<at::<unnamed>::OpaqueType<2>, unsigned int, 4, 64, 64>(T1 *, at::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::<unnamed>::TensorSizeStride<T2, 4>, int, T2) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 655,360 | other | 0.0088 | 512 | 432 | 269,060 | 23 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 12)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 655,360 | cast | 0.00858 | 128 | 1,536 | 1,590,000 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::sigmoid_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 4)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)], std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 654,336 | other | 0.00659 | 128 | 768 | 1,590,000 | 30 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, binary_internal::MulFunctor<float>>, std::array<char *, 3>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 654,336 | mul | 0.0063 | 128 | 768 | 3,150,000 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::CUDAFunctor_add<c10::BFloat16>, std::array<char *, 3>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 218,112 | residual | 0.00589 | 128 | 640 | 2,630,000 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::unrolled_elementwise_kernel<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned in... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 655,360 | cast | 0.0089 | 128 | 1,280 | 1,340,000 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, void at::<unnamed>::pow_tensor_scalar_kernel_impl<float, float>(at::TensorIteratorBase &, T2)::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 218,112 | rmsnorm | 0.0064 | 128 | 640 | 2,630,000 | 28 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | reduce | void at::reduce_kernel<512, 1, at::ReduceOp<float, at::MeanOps<float, float, float, float>, unsigned int, float, 4, 4>>(T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 16,384 | rmsnorm | 0.03149 | 512 | 8 | 2,670,000 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<float>, std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | residual | 0.00349 | 128 | 1 | 5,250 | 30 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::rsqrt_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | rmsnorm | 0.00362 | 128 | 1 | 6,780 | 22 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,310,720 | mul | 0.00832 | 128 | 2,560 | 2,630,000 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::unrolled_elementwise_kernel<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned in... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 5,120 | cast | 0.00781 | 128 | 10 | 42,370 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<float>, std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 2,560 | residual | 0.00355 | 128 | 5 | 25,220 | 30 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,310,720 | mul | 0.00867 | 128 | 2,560 | 2,650,000 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::vectorized_elementwise_kernel<4, at::bfloat16_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 218,112 | cast | 0.00595 | 128 | 640 | 2,630,000 | 28 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::<unnamed>::silu_kernel(at::TensorIteratorBase &)::[lambda() (instance 1)]::operator ()() const::[lambda() (instance 6)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)], std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,310,720 | silu | 0.01018 | 128 | 2,176 | 4,470,000 | 28 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, binary_internal::MulFunctor<float>>, std::array<char *, 3>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,310,720 | mul | 0.01021 | 128 | 2,176 | 8,920,000 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::CUDAFunctor_add<c10::BFloat16>, std::array<char *, 3>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 218,112 | residual | 0.00586 | 128 | 640 | 2,630,000 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::unrolled_elementwise_kernel<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned in... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 655,360 | cast | 0.00867 | 128 | 1,280 | 1,340,000 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, void at::<unnamed>::pow_tensor_scalar_kernel_impl<float, float>(at::TensorIteratorBase &, T2)::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 218,112 | rmsnorm | 0.0063 | 128 | 640 | 2,630,000 | 28 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | reduce | void at::reduce_kernel<512, 1, at::ReduceOp<float, at::MeanOps<float, float, float, float>, unsigned int, float, 4, 4>>(T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 16,384 | rmsnorm | 0.03139 | 512 | 8 | 2,670,000 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<float>, std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | residual | 0.00342 | 128 | 1 | 5,250 | 30 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::rsqrt_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | rmsnorm | 0.00362 | 128 | 1 | 6,780 | 22 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,310,720 | mul | 0.00845 | 128 | 2,560 | 2,630,000 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::unrolled_elementwise_kernel<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned in... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 5,120 | cast | 0.00774 | 128 | 10 | 42,370 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<float>, std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 2,560 | residual | 0.00355 | 128 | 5 | 25,220 | 30 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,310,720 | mul | 0.00851 | 128 | 2,560 | 2,650,000 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::vectorized_elementwise_kernel<4, at::bfloat16_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 218,112 | cast | 0.00586 | 128 | 640 | 2,630,000 | 28 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::FillFunctor<c10::BFloat16>, std::array<char *, 1>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 20,480 | fill | 0.00294 | 128 | 40 | 4,100 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 12)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,310,720 | cast | 0.02163 | 128 | 2,560 | 2,640,000 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::<unnamed>::silu_kernel(at::TensorIteratorBase &)::[lambda() (instance 1)]::operator ()() const::[lambda() (instance 6)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(i... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,310,720 | silu | 0.01248 | 128 | 2,560 | 2,700,000 | 19 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::sigmoid_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 4)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)], std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 3,072 | other | 0.00413 | 128 | 6 | 24,960 | 30 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::unrolled_elementwise_kernel<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned in... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | cast | 0.00442 | 128 | 1 | 32,260 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::exp_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | other | 0.00397 | 128 | 1 | 7,810 | 28 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::neg_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | neg | 0.00342 | 128 | 1 | 4,860 | 28 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::unrolled_elementwise_kernel<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned in... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 6,144 | cast | 0.0081 | 128 | 12 | 44,420 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl<at::CUDAFunctor_add<float>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 6,144 | residual | 0.00902 | 128 | 12 | 86,660 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::<unnamed>::softplus_kernel(at::TensorIteratorBase &, const c10::Scalar &, const c10::Scalar &)::[lambda() (instance 1)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 3,072 | other | 0.00534 | 128 | 6 | 46,720 | 24 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 12,288 | mul | 0.00534 | 128 | 24 | 35,840 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 12)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 655,360 | cast | 0.01408 | 128 | 1,536 | 542,080 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 12)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 655,360 | cast | 0.01466 | 128 | 1,536 | 542,080 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, binary_internal::MulFunctor<float>>, std::array<char *, 3>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 654,336 | mul | 0.00525 | 128 | 768 | 1,580,000 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | reduce | void at::reduce_kernel<512, 1, at::ReduceOp<c10::BFloat16, at::func_wrapper_t<c10::BFloat16, at::sum_functor<c10::BFloat16, float, c10::BFloat16>::operator ()(at::TensorIterator &)::[lambda(float, float) (instance 1)]>, unsigned int, c10::BFloat16, 4, 8>>(T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 654,336 | other | 0.0079 | 512 | 192 | 1,630,000 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<c10::BFloat16>, std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 3,072 | residual | 0.00355 | 128 | 6 | 18,050 | 26 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::rsqrt_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 3)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)], std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 3,072 | rmsnorm | 0.00358 | 128 | 6 | 19,200 | 22 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 655,360 | mul | 0.0087 | 128 | 1,536 | 1,600,000 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, binary_internal::MulFunctor<float>>, std::array<char *, 3>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 654,336 | mul | 0.00525 | 128 | 768 | 1,580,000 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | reduce | void at::reduce_kernel<512, 1, at::ReduceOp<c10::BFloat16, at::func_wrapper_t<c10::BFloat16, at::sum_functor<c10::BFloat16, float, c10::BFloat16>::operator ()(at::TensorIterator &)::[lambda(float, float) (instance 1)]>, unsigned int, c10::BFloat16, 4, 8>>(T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 654,336 | other | 0.0079 | 512 | 192 | 1,630,000 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<c10::BFloat16>, std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 3,072 | residual | 0.00355 | 128 | 6 | 18,050 | 26 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::rsqrt_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 3)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)], std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 3,072 | rmsnorm | 0.00365 | 128 | 6 | 19,070 | 22 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 655,360 | mul | 0.00877 | 128 | 1,536 | 1,600,000 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 12)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 655,360 | cast | 0.00861 | 128 | 1,536 | 1,590,000 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::unrolled_elementwise_kernel<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned in... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 655,360 | cast | 0.00931 | 128 | 1,536 | 1,600,000 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 12)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 655,360 | cast | 0.00848 | 128 | 1,536 | 1,590,000 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::unrolled_elementwise_kernel<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned in... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 655,360 | cast | 0.00918 | 128 | 1,536 | 1,600,000 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 12)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 655,360 | cast | 0.01312 | 128 | 1,536 | 1,590,000 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::unrolled_elementwise_kernel<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned in... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 655,360 | cast | 0.00912 | 128 | 1,536 | 1,600,000 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 12)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 6,144 | cast | 0.00477 | 128 | 12 | 30,080 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::unrolled_elementwise_kernel<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned in... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 6,144 | cast | 0.00787 | 128 | 12 | 44,420 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 12,288 | cast | 0.00458 | 128 | 24 | 34,690 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::AUnaryFunctor<float, float, float, binary_internal::MulFunctor<float>>, std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 654,336 | mul | 0.00666 | 128 | 768 | 3,150,000 | 28 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,310,720 | mul | 0.00902 | 128 | 3,072 | 3,180,000 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,310,720 | mul | 0.00909 | 128 | 3,072 | 3,180,000 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::FillFunctor<bool>, std::array<char *, 1>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,024 | fill | 0.00304 | 128 | 2 | 4,860 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::CUDAFunctor_add<float>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 655,360 | residual | 0.00627 | 128 | 1,536 | 35,580 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::exp_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 218,112 | other | 0.00528 | 128 | 384 | 1,580,000 | 28 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>, std::array<char *, 3>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 218,112 | mul | 0.00624 | 128 | 384 | 3,150,000 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::<unnamed>::masked_fill_kernel(at::TensorIterator &, const c10::Scalar &)::[lambda() (instance 1)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float, bool) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 655,360 | other | 0.00678 | 128 | 1,536 | 1,590,000 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::neg_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 218,112 | neg | 0.00509 | 128 | 384 | 1,580,000 | 28 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | cast | 0.00461 | 128 | 1 | 16,260 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | cast | void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | cast | 0.00458 | 128 | 1 | 16,260 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>, std::array<char *, 3>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | mul | 0.00346 | 128 | 1 | 6,020 | 32 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | reduce | void at::reduce_kernel<128, 4, at::ReduceOp<float, at::func_wrapper_t<float, at::sum_functor<float, float, float>::operator ()(at::TensorIterator &)::[lambda(float, float) (instance 1)]>, unsigned int, float, 4, 4>>(T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 128 | other | 0.00896 | 16 | 2 | 70,400 | 48 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::vectorized_elementwise_kernel<4, at::CUDAFunctor_add<float>, std::array<char *, 3>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | residual | 0.00346 | 128 | 1 | 6,020 | 32 |
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