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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | flash_attn | void pytorch_flash::flash_fwd_kernel<Flash_fwd_kernel_traits<128, 128, 64, 4, 0, 0, cutlass::bfloat16_t, Flash_kernel_traits<128, 128, 64, 4, cutlass::bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(pytorch_flash::Flash_fwd_params) | bf16 | true | null | null | null | 1 | 128 | 64 | 128 | 8 | null | flash_attn | 0.02042 | 128 | 64 | 2,690,000 | 255 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | flash_attn | void pytorch_flash::flash_fwd_kernel<Flash_fwd_kernel_traits<128, 128, 64, 4, 0, 0, cutlass::bfloat16_t, Flash_kernel_traits<128, 128, 64, 4, cutlass::bfloat16_t>>, 0, 1, 0, 0, 1, 1, 0, 0>(pytorch_flash::Flash_fwd_params) | bf16 | true | null | null | null | 1 | 128 | 64 | 128 | 8 | null | flash_attn | 0.02042 | 128 | 64 | 2,690,000 | 255 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | copy | void at::vectorized_gather_kernel<16, long>(char *, char *, T2 *, int, long, long, long, long, bool) | bf16 | true | null | null | null | 1 | 128 | null | null | null | 524,288 | other | 0.01101 | 256 | 512 | 2,120,000 | 32 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | cast | void at::unrolled_elementwise_kernel<at::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 11)]::operator ()() const::[lambda(bool) (instance 1)], std::array<char *, 2>, 4, TrivialOffsetCalculator<1, unsigned int>, TrivialOffsetCalculator<1, unsigned in... | bf16 | true | null | null | null | 1 | 128 | null | null | null | 512 | cast | 0.00518 | 128 | 1 | 35,200 | 32 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | reduce | void at::reduce_kernel<512, 1, at::ReduceOp<bool, at::func_wrapper_t<bool, at::and_kernel_cuda(at::TensorIterator &)::[lambda() (instance 1)]::operator ()() const::[lambda() (instance 12)]::operator ()() const::[lambda(bool, bool) (instance 1)]>, unsigned int, bool, 4, 4>>(T3) | bf16 | true | null | null | null | 1 | 128 | null | null | null | 128 | other | 0.00624 | 32 | 1 | 54,270 | 32 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 512 | cast | 0.0057 | 128 | 1 | 33,410 | 32 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | copy | void at::<unnamed>::CatArrayBatchedCopy<at::<unnamed>::OpaqueType<4>, unsigned int, 3, 64, 64>(T1 *, at::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::<unnamed>::TensorSizeStride<T2, 4>, int, T2) | bf16 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.00768 | 512 | 432 | 38,400 | 30 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | elementwise | void at::vectorized_elementwise_kernel<4, at::cos_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 | true | null | null | null | 1 | 128 | null | null | null | 8,192 | rope | 0.00557 | 128 | 16 | 105,730 | 30 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | elementwise | void at::vectorized_elementwise_kernel<4, at::AUnaryFunctor<float, float, float, binary_internal::MulFunctor<float>>, std::array<char *, 2>>(int, T2, T3) | bf16 | true | null | null | null | 1 | 128 | null | null | null | 8,192 | mul | 0.00362 | 128 | 16 | 70,270 | 28 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | elementwise | void at::vectorized_elementwise_kernel<4, at::sin_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 | true | null | null | null | 1 | 128 | null | null | null | 8,192 | rope | 0.0049 | 128 | 16 | 105,340 | 30 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | elementwise | void at::vectorized_elementwise_kernel<4, at::AUnaryFunctor<float, float, float, binary_internal::MulFunctor<float>>, std::array<char *, 2>>(int, T2, T3) | bf16 | true | null | null | null | 1 | 128 | null | null | null | 8,192 | mul | 0.00349 | 128 | 16 | 70,270 | 28 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 8,192 | cast | 0.00365 | 128 | 16 | 70,530 | 28 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 8,192 | cast | 0.00358 | 128 | 16 | 70,530 | 28 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | cast | 0.01363 | 128 | 2,048 | 2,130,000 | 32 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 524,288 | rmsnorm | 0.00835 | 128 | 1,024 | 4,200,000 | 28 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | reduce | void at::reduce_kernel<512, 1, at::ReduceOp<float, at::MeanOps<float, float, float, float>, unsigned int, float, 4, 4>>(T3) | bf16 | true | null | null | null | 1 | 128 | null | null | null | 262,144 | rmsnorm | 0.01069 | 512 | 128 | 4,250,000 | 32 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | elementwise | void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<float>, std::array<char *, 2>>(int, T2, T3) | bf16 | true | null | null | null | 1 | 128 | null | null | null | 512 | residual | 0.00346 | 128 | 1 | 5,250 | 30 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 512 | rmsnorm | 0.00406 | 128 | 1 | 7,040 | 22 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 2,097,152 | mul | 0.01094 | 128 | 4,096 | 4,210,000 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 524,288 | cast | 0.00701 | 128 | 1,024 | 4,200,000 | 28 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | mul | 0.01107 | 128 | 2,048 | 2,130,000 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | mul | 0.01152 | 128 | 2,048 | 2,150,000 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 524,288 | neg | 0.00829 | 128 | 1,024 | 1,070,000 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.01792 | 512 | 432 | 2,100,000 | 23 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | mul | 0.01104 | 128 | 2,048 | 2,150,000 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | residual | 0.01283 | 128 | 2,048 | 4,210,000 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 131,072 | mul | 0.00723 | 128 | 256 | 314,750 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 65,536 | neg | 0.00698 | 128 | 128 | 148,990 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.00979 | 512 | 432 | 269,060 | 23 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 131,072 | mul | 0.00717 | 128 | 256 | 314,750 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 131,072 | residual | 0.00752 | 128 | 256 | 544,000 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.00861 | 512 | 432 | 269,060 | 23 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.0087 | 512 | 432 | 269,060 | 23 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | elementwise | void at::vectorized_elementwise_kernel<4, at::CUDAFunctor_add<c10::BFloat16>, std::array<char *, 3>>(int, T2, T3) | bf16 | true | null | null | null | 1 | 128 | null | null | null | 524,288 | residual | 0.00714 | 128 | 1,024 | 4,200,000 | 32 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | cast | 0.01238 | 128 | 2,048 | 2,130,000 | 32 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 524,288 | rmsnorm | 0.00771 | 128 | 1,024 | 4,200,000 | 28 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | reduce | void at::reduce_kernel<512, 1, at::ReduceOp<float, at::MeanOps<float, float, float, float>, unsigned int, float, 4, 4>>(T3) | bf16 | true | null | null | null | 1 | 128 | null | null | null | 262,144 | rmsnorm | 0.01056 | 512 | 128 | 4,250,000 | 32 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | elementwise | void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<float>, std::array<char *, 2>>(int, T2, T3) | bf16 | true | null | null | null | 1 | 128 | null | null | null | 512 | residual | 0.00336 | 128 | 1 | 5,250 | 30 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 512 | rmsnorm | 0.00378 | 128 | 1 | 6,910 | 22 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 2,097,152 | mul | 0.01014 | 128 | 4,096 | 4,210,000 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 524,288 | cast | 0.00707 | 128 | 1,024 | 4,200,000 | 28 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | mul | 0.01104 | 128 | 2,048 | 2,130,000 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 2,097,152 | silu | 0.01376 | 128 | 3,584 | 7,350,000 | 28 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 2,097,152 | mul | 0.01411 | 128 | 3,584 | 14,690,000 | 32 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | elementwise | void at::vectorized_elementwise_kernel<4, at::CUDAFunctor_add<c10::BFloat16>, std::array<char *, 3>>(int, T2, T3) | bf16 | true | null | null | null | 1 | 128 | null | null | null | 524,288 | residual | 0.00698 | 128 | 1,024 | 4,200,000 | 32 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | cast | 0.01261 | 128 | 2,048 | 2,130,000 | 32 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 524,288 | rmsnorm | 0.00762 | 128 | 1,024 | 4,200,000 | 28 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | reduce | void at::reduce_kernel<512, 1, at::ReduceOp<float, at::MeanOps<float, float, float, float>, unsigned int, float, 4, 4>>(T3) | bf16 | true | null | null | null | 1 | 128 | null | null | null | 262,144 | rmsnorm | 0.01069 | 512 | 128 | 4,250,000 | 32 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | elementwise | void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<float>, std::array<char *, 2>>(int, T2, T3) | bf16 | true | null | null | null | 1 | 128 | null | null | null | 512 | residual | 0.00333 | 128 | 1 | 5,250 | 30 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 512 | rmsnorm | 0.00352 | 128 | 1 | 6,910 | 22 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 2,097,152 | mul | 0.0103 | 128 | 4,096 | 4,210,000 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 524,288 | cast | 0.00691 | 128 | 1,024 | 4,200,000 | 28 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | mul | 0.01104 | 128 | 2,048 | 2,130,000 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | mul | 0.01165 | 128 | 2,048 | 2,150,000 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 524,288 | neg | 0.00771 | 128 | 1,024 | 1,070,000 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.01776 | 512 | 432 | 2,100,000 | 23 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | mul | 0.01098 | 128 | 2,048 | 2,150,000 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | residual | 0.01219 | 128 | 2,048 | 4,210,000 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 131,072 | mul | 0.00733 | 128 | 256 | 314,620 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 65,536 | neg | 0.0071 | 128 | 128 | 148,860 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.0097 | 512 | 432 | 269,180 | 23 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 131,072 | mul | 0.0071 | 128 | 256 | 314,620 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 131,072 | residual | 0.00746 | 128 | 256 | 544,260 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.00867 | 512 | 432 | 269,180 | 23 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.0088 | 512 | 432 | 269,180 | 23 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | elementwise | void at::vectorized_elementwise_kernel<4, at::CUDAFunctor_add<c10::BFloat16>, std::array<char *, 3>>(int, T2, T3) | bf16 | true | null | null | null | 1 | 128 | null | null | null | 524,288 | residual | 0.00717 | 128 | 1,024 | 4,200,000 | 32 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | cast | 0.01254 | 128 | 2,048 | 2,130,000 | 32 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 524,288 | rmsnorm | 0.00762 | 128 | 1,024 | 4,200,000 | 28 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | reduce | void at::reduce_kernel<512, 1, at::ReduceOp<float, at::MeanOps<float, float, float, float>, unsigned int, float, 4, 4>>(T3) | bf16 | true | null | null | null | 1 | 128 | null | null | null | 262,144 | rmsnorm | 0.01062 | 512 | 128 | 4,250,000 | 32 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | elementwise | void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<float>, std::array<char *, 2>>(int, T2, T3) | bf16 | true | null | null | null | 1 | 128 | null | null | null | 512 | residual | 0.00333 | 128 | 1 | 5,250 | 30 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 512 | rmsnorm | 0.00368 | 128 | 1 | 6,910 | 22 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 2,097,152 | mul | 0.01014 | 128 | 4,096 | 4,210,000 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 524,288 | cast | 0.00717 | 128 | 1,024 | 4,200,000 | 28 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | mul | 0.01104 | 128 | 2,048 | 2,130,000 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 2,097,152 | silu | 0.01392 | 128 | 3,584 | 7,350,000 | 28 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 2,097,152 | mul | 0.01405 | 128 | 3,584 | 14,690,000 | 32 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | elementwise | void at::vectorized_elementwise_kernel<4, at::CUDAFunctor_add<c10::BFloat16>, std::array<char *, 3>>(int, T2, T3) | bf16 | true | null | null | null | 1 | 128 | null | null | null | 524,288 | residual | 0.0071 | 128 | 1,024 | 4,200,000 | 32 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | cast | 0.01242 | 128 | 2,048 | 2,130,000 | 32 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 524,288 | rmsnorm | 0.00752 | 128 | 1,024 | 4,200,000 | 28 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | reduce | void at::reduce_kernel<512, 1, at::ReduceOp<float, at::MeanOps<float, float, float, float>, unsigned int, float, 4, 4>>(T3) | bf16 | true | null | null | null | 1 | 128 | null | null | null | 262,144 | rmsnorm | 0.01043 | 512 | 128 | 4,250,000 | 32 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | elementwise | void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<float>, std::array<char *, 2>>(int, T2, T3) | bf16 | true | null | null | null | 1 | 128 | null | null | null | 512 | residual | 0.00333 | 128 | 1 | 5,250 | 30 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 512 | rmsnorm | 0.00358 | 128 | 1 | 6,780 | 22 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 2,097,152 | mul | 0.01021 | 128 | 4,096 | 4,210,000 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 524,288 | cast | 0.00714 | 128 | 1,024 | 4,200,000 | 28 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | mul | 0.01104 | 128 | 2,048 | 2,130,000 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | mul | 0.01158 | 128 | 2,048 | 2,150,000 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 524,288 | neg | 0.00778 | 128 | 1,024 | 1,070,000 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.01779 | 512 | 432 | 2,100,000 | 23 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | mul | 0.01114 | 128 | 2,048 | 2,150,000 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | residual | 0.01226 | 128 | 2,048 | 4,210,000 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 131,072 | mul | 0.00739 | 128 | 256 | 314,620 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 65,536 | neg | 0.00714 | 128 | 128 | 148,860 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.00979 | 512 | 432 | 269,180 | 23 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 131,072 | mul | 0.00723 | 128 | 256 | 314,620 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 131,072 | residual | 0.00742 | 128 | 256 | 544,000 | 16 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.0088 | 512 | 432 | 269,060 | 23 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.0087 | 512 | 432 | 269,060 | 23 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | elementwise | void at::vectorized_elementwise_kernel<4, at::CUDAFunctor_add<c10::BFloat16>, std::array<char *, 3>>(int, T2, T3) | bf16 | true | null | null | null | 1 | 128 | null | null | null | 524,288 | residual | 0.00704 | 128 | 1,024 | 4,200,000 | 32 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 1,048,576 | cast | 0.01258 | 128 | 2,048 | 2,130,000 | 32 |
Llama-3.1-70B-Instruct_prefill | A100 | Llama-70B | 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 | true | null | null | null | 1 | 128 | null | null | null | 524,288 | rmsnorm | 0.00771 | 128 | 1,024 | 4,200,000 | 28 |
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