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::FillFunctor<c10::BFloat16>, std::array<char *, 1>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 654,336 | fill | 0.00384 | 128 | 768 | 3,970 | 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 | 0.00614 | 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 | 655,360 | cast | 0.00931 | 128 | 1,536 | 1,600,000 | 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 | 654,336 | rmsnorm | 0.00675 | 128 | 768 | 3,150,000 | 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 | 655,360 | rmsnorm | 0.00934 | 512 | 384 | 3,200,000 | 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 | 3,072 | residual | 0.00355 | 128 | 6 | 29,310 | 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 | 3,072 | rmsnorm | 0.00358 | 128 | 6 | 30,850 | 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 | 0.00915 | 128 | 3,072 | 3,180,000 | 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 | 0.00621 | 128 | 768 | 3,150,000 | 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 | 655,360 | mul | 0.00854 | 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 | elementwise | void at::vectorized_elementwise_kernel<4, at::<unnamed>::silu_kernel(at::TensorIteratorBase &)::[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 | 654,336 | silu | 0.00778 | 128 | 768 | 3,160,000 | 31 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | elementwise | void at::unrolled_elementwise_kernel<at::BinaryFunctor<float, float, float, binary_internal::MulFunctor<float>>, std::array<char *, 3>, 4, TrivialOffsetCalculator<2, unsigned int>, TrivialOffsetCalculator<1, unsigned int>, memory::LoadWithCast<2>, memory::StoreWithCast<1>>(int, T1, T2, T4, T5, T6, T7) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 655,360 | mul | 0.01136 | 128 | 1,536 | 4,760,000 | 32 |
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 | 0.00634 | 128 | 768 | 3,150,000 | 28 |
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 | 0.00582 | 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 | 0.00899 | 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 | 0.00627 | 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 | 0.03126 | 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 | 0.00339 | 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 | 0.00365 | 128 | 1 | 6,910 | 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 | 0.00835 | 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 | 0.00778 | 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 | 0.00864 | 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 | 0.00579 | 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 | 0.0103 | 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 | 0.0105 | 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 | 0.00883 | 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 | 0.00634 | 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 | 0.03171 | 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 | 0.00339 | 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 | 0.00358 | 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 | 0.00771 | 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 | 0.00861 | 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 | 0.00291 | 128 | 40 | 3,970 | 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 | 0.0209 | 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 | 0.00445 | 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 | 0.00384 | 128 | 1 | 7,940 | 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 | 0.00336 | 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 | 0.00781 | 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 | 0.00893 | 128 | 12 | 86,780 | 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 | 0.00538 | 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 | 0.01382 | 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 | 0.01414 | 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 | 0.00528 | 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 | 0.00813 | 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 | 0.00352 | 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 | 0.00355 | 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 | 0.00845 | 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 | 0.00541 | 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 | 0.008 | 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 | 0.00349 | 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 | 0.00368 | 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 | 0.00858 | 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 | 0.00883 | 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 | 0.00909 | 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 | 0.00899 | 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 | 0.01286 | 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 | 6,144 | cast | 0.0049 | 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 | 0.00771 | 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 | 0.00451 | 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 | 0.00691 | 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 | 0.00931 | 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 | 0.00317 | 128 | 2 | 4,740 | 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 | 0.00634 | 128 | 1,536 | 35,710 | 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 | 0.00525 | 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 | 0.00618 | 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 | 0.00691 | 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 | 0.00518 | 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 | 0.00493 | 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 | 0.00461 | 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 | 0.00902 | 16 | 2 | 70,780 | 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 | 0.00342 | 128 | 1 | 6,020 | 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 | 512 | cast | 0.00445 | 128 | 1 | 10,500 | 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 | 0.00547 | 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 | 1,024 | cast | 0.00554 | 128 | 2 | 22,400 | 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 | 1,024 | mul | 0.00502 | 128 | 2 | 13,310 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | reduce | void at::reduce_kernel<256, 2, 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 | 512 | other | 0.00726 | 128 | 1 | 62,340 | 34 |
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 | 0.00355 | 128 | 1 | 6,780 | 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 | 512 | cast | 0.00538 | 128 | 1 | 10,880 | 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 | 1,024 | cast | 0.00544 | 128 | 2 | 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 | 2,048 | cast | 0.00538 | 128 | 4 | 28,540 | 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 | 2,048 | mul | 0.00512 | 128 | 4 | 15,620 | 16 |
Qwen3.5-27B_prefill | A100 | Qwen3.5-27B | reduce | void at::reduce_kernel<512, 1, 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 | 2,048 | other | 0.00704 | 512 | 1 | 54,270 | 32 |
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 | 0.00387 | 128 | 1 | 7,550 | 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 | 1,024 | cast | 0.00506 | 128 | 2 | 11,260 | 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 | 1,024 | cast | 0.00538 | 128 | 2 | 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 | 3,072 | cast | 0.00525 | 128 | 6 | 34,690 | 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 | 3,072 | mul | 0.00499 | 128 | 6 | 18,690 | 16 |
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