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-3.1-8B-Instruct_prefill | H100 | Llama-8B | gemm | nvjet_tst_64x64_64x13_4x2_v_bz_splitK_TNT | bf16 | false | 128 | 1,024 | 4,096 | 1 | 128 | null | null | null | null | v_proj | 0.00998 | 384 | 64 | 9,450,000 | 168 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | gemm | nvjet_tst_64x64_64x13_2x1_v_bz_TNT | bf16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | o_proj | 0.01709 | 384 | 128 | 34,680,000 | 168 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | gemm | nvjet_tst_112x128_64x7_2x1_v_bz_TNN | bf16 | false | 128 | 14,336 | 4,096 | 1 | 128 | null | null | null | null | gate | 0.04506 | 384 | 128 | 118,750,000 | 168 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | gemm | nvjet_tst_112x128_64x7_2x1_v_bz_TNN | bf16 | false | 128 | 14,336 | 4,096 | 1 | 128 | null | null | null | null | up | 0.04454 | 384 | 128 | 118,540,000 | 168 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | gemm | nvjet_tst_96x128_64x7_2x1_v_bz_splitK_TNN | bf16 | false | 128 | 4,096 | 14,336 | 1 | 128 | null | null | null | null | down_proj | 0.0481 | 384 | 132 | 121,170,000 | 168 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | gemm | nvjet_tst_256x128_64x4_2x1_v_bz_coopA_TNT | bf16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | q_proj | 0.37354 | 384 | 132 | 1,090,000,000 | 168 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | gemm | void cutlass::Kernel2<cutlass_80_simt_sgemm_128x32_8x5_nn_align1>(T1::Params) | bf16 | false | 128 | 1,024 | 4,096 | 1 | 128 | null | null | null | null | k_proj | 0.00531 | 128 | 2 | 30,980 | 80 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | gemm | nvjet_tst_64x64_64x13_2x1_v_bz_TNT | bf16 | false | 128 | 1,024 | 4,096 | 1 | 128 | null | null | null | null | v_proj | 0.01702 | 384 | 128 | 34,690,000 | 168 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | gemm | nvjet_tst_64x64_64x13_4x2_v_bz_splitK_TNT | bf16 | false | 128 | 1,024 | 4,096 | 1 | 128 | null | null | null | null | k_proj | 0.01072 | 384 | 64 | 9,450,000 | 168 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | gemm | nvjet_tst_64x64_64x13_4x2_v_bz_splitK_TNT | bf16 | false | 128 | 1,024 | 4,096 | 1 | 128 | null | null | null | null | k_proj | 0.00982 | 384 | 64 | 9,450,000 | 168 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | gemm | nvjet_tst_64x64_64x13_2x1_v_bz_TNT | bf16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | o_proj | 0.01683 | 384 | 128 | 34,650,000 | 168 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | gemm | nvjet_tst_112x128_64x7_2x1_v_bz_TNN | bf16 | false | 128 | 14,336 | 4,096 | 1 | 128 | null | null | null | null | gate | 0.04714 | 384 | 128 | 118,560,000 | 168 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | gemm | nvjet_tst_112x128_64x7_2x1_v_bz_TNN | bf16 | false | 128 | 14,336 | 4,096 | 1 | 128 | null | null | null | null | up | 0.04461 | 384 | 128 | 118,590,000 | 168 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | gemm | nvjet_tst_96x128_64x7_2x1_v_bz_splitK_TNN | bf16 | false | 128 | 4,096 | 14,336 | 1 | 128 | null | null | null | null | down_proj | 0.0463 | 384 | 132 | 121,250,000 | 168 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | gemm | nvjet_tst_64x64_64x13_2x1_v_bz_TNT | bf16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | q_proj | 0.0175 | 384 | 128 | 34,640,000 | 168 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | gemm | nvjet_tst_64x64_64x13_4x2_v_bz_splitK_TNT | bf16 | false | 128 | 1,024 | 4,096 | 1 | 128 | null | null | null | null | k_proj | 0.01062 | 384 | 64 | 9,450,000 | 168 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | gemm | nvjet_tst_64x64_64x13_4x2_v_bz_splitK_TNT | bf16 | false | 128 | 1,024 | 4,096 | 1 | 128 | null | null | null | null | v_proj | 0.00989 | 384 | 64 | 9,450,000 | 168 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | gemm | nvjet_tst_64x64_64x13_2x1_v_bz_TNT | bf16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | o_proj | 0.01699 | 384 | 128 | 34,660,000 | 168 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | gemm | nvjet_tst_112x128_64x7_2x1_v_bz_TNN | bf16 | false | 128 | 14,336 | 4,096 | 1 | 128 | null | null | null | null | gate | 0.04454 | 384 | 128 | 118,550,000 | 168 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | gemm | nvjet_tst_112x128_64x7_2x1_v_bz_TNN | bf16 | false | 128 | 14,336 | 4,096 | 1 | 128 | null | null | null | null | up | 0.04486 | 384 | 128 | 118,590,000 | 168 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | gemm | nvjet_tst_96x128_64x7_2x1_v_bz_splitK_TNN | bf16 | false | 128 | 4,096 | 14,336 | 1 | 128 | null | null | null | null | down_proj | 0.04762 | 384 | 132 | 121,200,000 | 168 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | gemm | nvjet_tst_256x128_64x4_2x1_v_bz_coopA_TNT | bf16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | q_proj | 0.37293 | 384 | 132 | 1,090,000,000 | 168 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | splitk_reduce | void cublasLt::splitKreduce_kernel<(int)32, (int)16, int, float, __nv_bfloat16, float, __nv_bfloat16, (bool)0, float, __nv_bfloat16, __nv_bfloat16, (bool)1, (bool)0, (bool)0>(cublasLt::cublasSplitKParams<T6>, const T4 *, const T10 *, T9 *, T5 *, const T6 *, const T6 *, const T11 *, const T4 *, T11 *, void *, long, T6 *... | bf16 | false | 128 | 1,024 | 4,096 | null | null | null | null | null | null | null | 0.00451 | 512 | 256 | 1,060,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | splitk_reduce | void cublasLt::splitKreduce_kernel<(int)32, (int)16, int, float, __nv_bfloat16, float, __nv_bfloat16, (bool)0, float, __nv_bfloat16, __nv_bfloat16, (bool)1, (bool)0, (bool)0>(cublasLt::cublasSplitKParams<T6>, const T4 *, const T10 *, T9 *, T5 *, const T6 *, const T6 *, const T11 *, const T4 *, T11 *, void *, long, T6 *... | bf16 | false | 128 | 1,024 | 4,096 | null | null | null | null | null | null | null | 0.00467 | 512 | 256 | 1,060,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | splitk_reduce | void cublasLt::splitKreduce_kernel<(int)32, (int)16, int, float, __nv_bfloat16, float, __nv_bfloat16, (bool)0, float, __nv_bfloat16, __nv_bfloat16, (bool)1, (bool)0, (bool)0>(cublasLt::cublasSplitKParams<T6>, const T4 *, const T10 *, T9 *, T5 *, const T6 *, const T6 *, const T11 *, const T4 *, T11 *, void *, long, T6 *... | bf16 | false | 128 | 4,096 | 14,336 | null | null | null | null | null | null | null | 0.00723 | 512 | 512 | 6,300,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | splitk_reduce | void cublasLt::splitKreduce_kernel<(int)32, (int)16, int, float, __nv_bfloat16, float, __nv_bfloat16, (bool)0, float, __nv_bfloat16, __nv_bfloat16, (bool)1, (bool)0, (bool)0>(cublasLt::cublasSplitKParams<T6>, const T4 *, const T10 *, T9 *, T5 *, const T6 *, const T6 *, const T11 *, const T4 *, T11 *, void *, long, T6 *... | bf16 | false | 128 | 1,024 | 4,096 | null | null | null | null | null | null | null | 0.00467 | 512 | 256 | 1,060,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | splitk_reduce | void cublasLt::splitKreduce_kernel<(int)32, (int)16, int, float, __nv_bfloat16, float, __nv_bfloat16, (bool)0, float, __nv_bfloat16, __nv_bfloat16, (bool)1, (bool)0, (bool)0>(cublasLt::cublasSplitKParams<T6>, const T4 *, const T10 *, T9 *, T5 *, const T6 *, const T6 *, const T11 *, const T4 *, T11 *, void *, long, T6 *... | bf16 | false | 128 | 1,024 | 4,096 | null | null | null | null | null | null | null | 0.00445 | 512 | 256 | 1,060,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | splitk_reduce | void cublasLt::splitKreduce_kernel<(int)32, (int)16, int, float, __nv_bfloat16, float, __nv_bfloat16, (bool)0, float, __nv_bfloat16, __nv_bfloat16, (bool)1, (bool)0, (bool)0>(cublasLt::cublasSplitKParams<T6>, const T4 *, const T10 *, T9 *, T5 *, const T6 *, const T6 *, const T11 *, const T4 *, T11 *, void *, long, T6 *... | bf16 | false | 128 | 4,096 | 14,336 | null | null | null | null | null | null | null | 0.00675 | 512 | 512 | 6,300,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | splitk_reduce | void cublasLt::splitKreduce_kernel<(int)32, (int)16, int, float, __nv_bfloat16, float, __nv_bfloat16, (bool)0, float, __nv_bfloat16, __nv_bfloat16, (bool)1, (bool)0, (bool)0>(cublasLt::cublasSplitKParams<T6>, const T4 *, const T10 *, T9 *, T5 *, const T6 *, const T6 *, const T11 *, const T4 *, T11 *, void *, long, T6 *... | bf16 | false | 128 | 1,024 | 4,096 | null | null | null | null | null | null | null | 0.00442 | 512 | 256 | 1,060,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | splitk_reduce | void cublasLt::splitKreduce_kernel<(int)32, (int)16, int, float, __nv_bfloat16, float, __nv_bfloat16, (bool)0, float, __nv_bfloat16, __nv_bfloat16, (bool)1, (bool)0, (bool)0>(cublasLt::cublasSplitKParams<T6>, const T4 *, const T10 *, T9 *, T5 *, const T6 *, const T6 *, const T11 *, const T4 *, T11 *, void *, long, T6 *... | bf16 | false | 128 | 1,024 | 4,096 | null | null | null | null | null | null | null | 0.00461 | 512 | 256 | 1,060,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | splitk_reduce | void cublasLt::splitKreduce_kernel<(int)32, (int)16, int, float, __nv_bfloat16, float, __nv_bfloat16, (bool)0, float, __nv_bfloat16, __nv_bfloat16, (bool)1, (bool)0, (bool)0>(cublasLt::cublasSplitKParams<T6>, const T4 *, const T10 *, T9 *, T5 *, const T6 *, const T6 *, const T11 *, const T4 *, T11 *, void *, long, T6 *... | bf16 | false | 128 | 4,096 | 14,336 | null | null | null | null | null | null | null | 0.00675 | 512 | 512 | 6,310,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | splitk_reduce | void cublasLt::splitKreduce_kernel<(int)32, (int)16, int, float, __nv_bfloat16, float, __nv_bfloat16, (bool)0, float, __nv_bfloat16, __nv_bfloat16, (bool)1, (bool)0, (bool)0>(cublasLt::cublasSplitKParams<T6>, const T4 *, const T10 *, T9 *, T5 *, const T6 *, const T6 *, const T11 *, const T4 *, T11 *, void *, long, T6 *... | bf16 | false | 128 | 1,024 | 4,096 | null | null | null | null | null | null | null | 0.00483 | 512 | 256 | 1,060,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | splitk_reduce | void cublasLt::splitKreduce_kernel<(int)32, (int)16, int, float, __nv_bfloat16, float, __nv_bfloat16, (bool)0, float, __nv_bfloat16, __nv_bfloat16, (bool)1, (bool)0, (bool)0>(cublasLt::cublasSplitKParams<T6>, const T4 *, const T10 *, T9 *, T5 *, const T6 *, const T6 *, const T11 *, const T4 *, T11 *, void *, long, T6 *... | bf16 | false | 128 | 1,024 | 4,096 | null | null | null | null | null | null | null | 0.00445 | 512 | 256 | 1,060,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | splitk_reduce | void cublasLt::splitKreduce_kernel<(int)32, (int)16, int, float, __nv_bfloat16, float, __nv_bfloat16, (bool)0, float, __nv_bfloat16, __nv_bfloat16, (bool)1, (bool)0, (bool)0>(cublasLt::cublasSplitKParams<T6>, const T4 *, const T10 *, T9 *, T5 *, const T6 *, const T6 *, const T11 *, const T4 *, T11 *, void *, long, T6 *... | bf16 | false | 128 | 4,096 | 14,336 | null | null | null | null | null | null | null | 0.00678 | 512 | 512 | 6,300,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | flash_attn | void pytorch_flash::flash_fwd_kernel<Flash_fwd_kernel_traits<(int)128, (int)128, (int)64, (int)4, (bool)0, (bool)0, cutlass::bfloat16_t, Flash_kernel_traits<(int)128, (int)128, (int)64, (int)4, cutlass::bfloat16_t>>, (bool)0, (bool)1, (bool)0, (bool)0, (bool)1, (bool)1, (bool)0, (bool)0>(pytorch_flash::Flash_fwd_params... | bf16 | false | null | null | null | 1 | 128 | 32 | 128 | 8 | null | flash_attn | 0.01456 | 128 | 32 | 1,650,000 | 255 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | flash_attn | void pytorch_flash::flash_fwd_kernel<Flash_fwd_kernel_traits<(int)128, (int)128, (int)64, (int)4, (bool)0, (bool)0, cutlass::bfloat16_t, Flash_kernel_traits<(int)128, (int)128, (int)64, (int)4, cutlass::bfloat16_t>>, (bool)0, (bool)1, (bool)0, (bool)0, (bool)1, (bool)1, (bool)0, (bool)0>(pytorch_flash::Flash_fwd_params... | bf16 | false | null | null | null | 1 | 128 | 32 | 128 | 8 | null | flash_attn | 0.01478 | 128 | 32 | 1,650,000 | 255 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | flash_attn | void pytorch_flash::flash_fwd_kernel<Flash_fwd_kernel_traits<(int)128, (int)128, (int)64, (int)4, (bool)0, (bool)0, cutlass::bfloat16_t, Flash_kernel_traits<(int)128, (int)128, (int)64, (int)4, cutlass::bfloat16_t>>, (bool)0, (bool)1, (bool)0, (bool)0, (bool)1, (bool)1, (bool)0, (bool)0>(pytorch_flash::Flash_fwd_params... | bf16 | false | null | null | null | 1 | 128 | 32 | 128 | 8 | null | flash_attn | 0.01549 | 128 | 32 | 1,650,000 | 255 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | flash_attn | void pytorch_flash::flash_fwd_kernel<Flash_fwd_kernel_traits<(int)128, (int)128, (int)64, (int)4, (bool)0, (bool)0, cutlass::bfloat16_t, Flash_kernel_traits<(int)128, (int)128, (int)64, (int)4, cutlass::bfloat16_t>>, (bool)0, (bool)1, (bool)0, (bool)0, (bool)1, (bool)1, (bool)0, (bool)0>(pytorch_flash::Flash_fwd_params... | bf16 | false | null | null | null | 1 | 128 | 32 | 128 | 8 | null | flash_attn | 0.01478 | 128 | 32 | 1,650,000 | 255 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | copy | void at::native::vectorized_gather_kernel<(int)16, long>(char *, char *, T2 *, int, long, long, long, long, bool) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 262,144 | other | 0.00509 | 256 | 256 | 1,010,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::vectorized_elementwise_kernel<(int)2, at::native::CUDAFunctorOnSelf_add<long>, std::array<char *, (unsigned long)2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | residual | 0.00314 | 128 | 1 | 6,660 | 38 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | cast | void at::native::unrolled_elementwise_kernel<at::native::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>, (int)4, TrivialOffsetCalculator<(int)1, unsigned int... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | cast | 0.00365 | 128 | 1 | 34,050 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | copy | void at::native::<unnamed>::CatArrayBatchedCopy<at::native::<unnamed>::OpaqueType<(unsigned int)4>, unsigned int, (int)3, (int)64, (int)64>(T1 *, at::native::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::native::<unnamed>::TensorSizeStride<T2, (unsigned int)4>, int, T2) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.00528 | 512 | 528 | 39,680 | 29 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::vectorized_elementwise_kernel<(int)4, at::native::cos_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 8,192 | rope | 0.00413 | 128 | 16 | 109,060 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::vectorized_elementwise_kernel<(int)4, at::native::AUnaryFunctor<float, float, float, at::native::binary_internal::MulFunctor<float>>, std::array<char *, (unsigned long)2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 8,192 | mul | 0.00358 | 128 | 16 | 70,660 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::vectorized_elementwise_kernel<(int)4, at::native::sin_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 8,192 | rope | 0.00397 | 128 | 16 | 109,060 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::vectorized_elementwise_kernel<(int)4, at::native::AUnaryFunctor<float, float, float, at::native::binary_internal::MulFunctor<float>>, std::array<char *, (unsigned long)2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 8,192 | mul | 0.00339 | 128 | 16 | 70,660 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | cast | void at::native::vectorized_elementwise_kernel<(int)8, at::native::bfloat16_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 8,192 | cast | 0.00342 | 128 | 16 | 70,660 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | cast | void at::native::vectorized_elementwise_kernel<(int)8, at::native::bfloat16_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 8,192 | cast | 0.0033 | 128 | 16 | 70,660 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | cast | void at::native::unrolled_elementwise_kernel<at::native::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>, (int)4, TrivialOffsetCalculator<(int)1, unsigned int... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 524,288 | cast | 0.00605 | 128 | 1,024 | 1,080,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::vectorized_elementwise_kernel<(int)4, void at::native::<unnamed>::pow_tensor_scalar_kernel_impl<float, float>(at::TensorIteratorBase &, T2)::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 262,144 | rmsnorm | 0.00413 | 128 | 512 | 2,100,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | reduce | void at::native::reduce_kernel<(int)512, (int)1, at::native::ReduceOp<float, at::native::MeanOps<float, float, float, float>, unsigned int, float, (int)4, (int)4>>(T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 16,384 | rmsnorm | 0.0185 | 512 | 8 | 2,160,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::vectorized_elementwise_kernel<(int)4, at::native::CUDAFunctorOnSelf_add<float>, std::array<char *, (unsigned long)2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | residual | 0.00333 | 128 | 1 | 5,380 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::vectorized_elementwise_kernel<(int)4, at::native::rsqrt_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | rmsnorm | 0.00333 | 128 | 1 | 7,420 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::elementwise_kernel<(int)128, (int)2, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<float, float, float, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,048,576 | mul | 0.00573 | 128 | 2,048 | 2,110,000 | 18 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | cast | void at::native::vectorized_elementwise_kernel<(int)8, at::native::bfloat16_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 262,144 | cast | 0.00438 | 128 | 512 | 2,100,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 524,288 | mul | 0.0063 | 128 | 1,024 | 1,080,000 | 18 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 524,288 | mul | 0.0072 | 128 | 1,024 | 1,110,000 | 18 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::neg_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 9)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[l... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 262,144 | neg | 0.00608 | 128 | 512 | 547,070 | 18 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | copy | void at::native::<unnamed>::CatArrayBatchedCopy<at::native::<unnamed>::OpaqueType<(unsigned int)2>, unsigned int, (int)4, (int)64, (int)64>(T1 *, at::native::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::native::<unnamed>::TensorSizeStride<T2, (unsigned int)4>, int, T2) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.00877 | 512 | 528 | 1,060,000 | 25 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 524,288 | mul | 0.0072 | 128 | 1,024 | 1,110,000 | 18 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::CUDAFunctor_add<c10::BFloat16>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 524,288 | residual | 0.00726 | 128 | 1,024 | 2,120,000 | 18 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 131,072 | mul | 0.00704 | 128 | 256 | 326,400 | 18 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::neg_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 9)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[l... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 65,536 | neg | 0.00586 | 128 | 128 | 178,690 | 18 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | copy | void at::native::<unnamed>::CatArrayBatchedCopy<at::native::<unnamed>::OpaqueType<(unsigned int)2>, unsigned int, (int)4, (int)64, (int)64>(T1 *, at::native::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::native::<unnamed>::TensorSizeStride<T2, (unsigned int)4>, int, T2) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.0071 | 512 | 528 | 270,340 | 25 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 131,072 | mul | 0.00685 | 128 | 256 | 321,540 | 18 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::CUDAFunctor_add<c10::BFloat16>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 131,072 | residual | 0.00675 | 128 | 256 | 550,660 | 18 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | copy | void at::native::<unnamed>::CatArrayBatchedCopy<at::native::<unnamed>::OpaqueType<(unsigned int)2>, unsigned int, (int)4, (int)64, (int)64>(T1 *, at::native::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::native::<unnamed>::TensorSizeStride<T2, (unsigned int)4>, int, T2) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.0065 | 512 | 528 | 269,310 | 25 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | copy | void at::native::<unnamed>::CatArrayBatchedCopy<at::native::<unnamed>::OpaqueType<(unsigned int)2>, unsigned int, (int)4, (int)64, (int)64>(T1 *, at::native::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::native::<unnamed>::TensorSizeStride<T2, (unsigned int)4>, int, T2) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.00646 | 512 | 528 | 269,310 | 25 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::vectorized_elementwise_kernel<(int)8, at::native::CUDAFunctor_add<c10::BFloat16>, std::array<char *, (unsigned long)3>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 262,144 | residual | 0.00429 | 128 | 512 | 2,100,000 | 34 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | cast | void at::native::unrolled_elementwise_kernel<at::native::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>, (int)4, TrivialOffsetCalculator<(int)1, unsigned int... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 524,288 | cast | 0.00678 | 128 | 1,024 | 1,080,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::vectorized_elementwise_kernel<(int)4, void at::native::<unnamed>::pow_tensor_scalar_kernel_impl<float, float>(at::TensorIteratorBase &, T2)::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 262,144 | rmsnorm | 0.00442 | 128 | 512 | 2,100,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | reduce | void at::native::reduce_kernel<(int)512, (int)1, at::native::ReduceOp<float, at::native::MeanOps<float, float, float, float>, unsigned int, float, (int)4, (int)4>>(T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 16,384 | rmsnorm | 0.01882 | 512 | 8 | 2,160,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::vectorized_elementwise_kernel<(int)4, at::native::CUDAFunctorOnSelf_add<float>, std::array<char *, (unsigned long)2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | residual | 0.00339 | 128 | 1 | 5,890 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::vectorized_elementwise_kernel<(int)4, at::native::rsqrt_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | rmsnorm | 0.00352 | 128 | 1 | 6,910 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::elementwise_kernel<(int)128, (int)2, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<float, float, float, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,048,576 | mul | 0.0055 | 128 | 2,048 | 2,110,000 | 18 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | cast | void at::native::vectorized_elementwise_kernel<(int)8, at::native::bfloat16_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 262,144 | cast | 0.00406 | 128 | 512 | 2,100,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 524,288 | mul | 0.00669 | 128 | 1,024 | 1,080,000 | 18 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::vectorized_elementwise_kernel<(int)8, at::native::<unnamed>::silu_kernel(at::TensorIteratorBase &)::[lambda() (instance 1)]::operator ()() const::[lambda() (instance 6)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,048,576 | silu | 0.00726 | 128 | 1,792 | 3,680,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::vectorized_elementwise_kernel<(int)8, at::native::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>, std::array<char *, (unsigned long)3>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,048,576 | mul | 0.00701 | 128 | 1,792 | 7,350,000 | 40 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::vectorized_elementwise_kernel<(int)8, at::native::CUDAFunctor_add<c10::BFloat16>, std::array<char *, (unsigned long)3>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 262,144 | residual | 0.0041 | 128 | 512 | 2,100,000 | 34 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | cast | void at::native::unrolled_elementwise_kernel<at::native::direct_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 3)]::operator ()() const::[lambda() (instance 7)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>, (int)4, TrivialOffsetCalculator<(int)1, unsigned int... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 524,288 | cast | 0.00589 | 128 | 1,024 | 1,080,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::vectorized_elementwise_kernel<(int)4, void at::native::<unnamed>::pow_tensor_scalar_kernel_impl<float, float>(at::TensorIteratorBase &, T2)::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 262,144 | rmsnorm | 0.00432 | 128 | 512 | 2,100,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | reduce | void at::native::reduce_kernel<(int)512, (int)1, at::native::ReduceOp<float, at::native::MeanOps<float, float, float, float>, unsigned int, float, (int)4, (int)4>>(T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 16,384 | rmsnorm | 0.01827 | 512 | 8 | 2,160,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::vectorized_elementwise_kernel<(int)4, at::native::CUDAFunctorOnSelf_add<float>, std::array<char *, (unsigned long)2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | residual | 0.00323 | 128 | 1 | 5,890 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::vectorized_elementwise_kernel<(int)4, at::native::rsqrt_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 2)]::operator ()() const::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | rmsnorm | 0.00384 | 128 | 1 | 7,170 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::elementwise_kernel<(int)128, (int)2, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<float, float, float, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,048,576 | mul | 0.0056 | 128 | 2,048 | 2,110,000 | 18 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | cast | void at::native::vectorized_elementwise_kernel<(int)8, at::native::bfloat16_copy_kernel_cuda(at::TensorIteratorBase &)::[lambda(float) (instance 1)], std::array<char *, (unsigned long)2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 262,144 | cast | 0.00406 | 128 | 512 | 2,100,000 | 32 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 524,288 | mul | 0.00624 | 128 | 1,024 | 1,080,000 | 18 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 524,288 | mul | 0.00742 | 128 | 1,024 | 1,110,000 | 18 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::neg_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 9)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[l... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 262,144 | neg | 0.00662 | 128 | 512 | 547,580 | 18 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | copy | void at::native::<unnamed>::CatArrayBatchedCopy<at::native::<unnamed>::OpaqueType<(unsigned int)2>, unsigned int, (int)4, (int)64, (int)64>(T1 *, at::native::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::native::<unnamed>::TensorSizeStride<T2, (unsigned int)4>, int, T2) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.00858 | 512 | 528 | 1,060,000 | 25 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 524,288 | mul | 0.00694 | 128 | 1,024 | 1,110,000 | 18 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::CUDAFunctor_add<c10::BFloat16>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 524,288 | residual | 0.00669 | 128 | 1,024 | 2,120,000 | 18 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 131,072 | mul | 0.0065 | 128 | 256 | 321,280 | 18 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::neg_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 9)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[l... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 65,536 | neg | 0.00627 | 128 | 128 | 154,110 | 18 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | copy | void at::native::<unnamed>::CatArrayBatchedCopy<at::native::<unnamed>::OpaqueType<(unsigned int)2>, unsigned int, (int)4, (int)64, (int)64>(T1 *, at::native::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::native::<unnamed>::TensorSizeStride<T2, (unsigned int)4>, int, T2) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.00662 | 512 | 528 | 269,570 | 25 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::BinaryFunctor<c10::BFloat16, c10::BFloat16, c10::BFloat16, at::native::binary_internal::MulFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 131,072 | mul | 0.00624 | 128 | 256 | 322,560 | 18 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | elementwise | void at::native::elementwise_kernel<(int)128, (int)4, void at::native::gpu_kernel_impl_nocast<at::native::CUDAFunctor_add<c10::BFloat16>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 131,072 | residual | 0.00688 | 128 | 256 | 550,910 | 18 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | copy | void at::native::<unnamed>::CatArrayBatchedCopy<at::native::<unnamed>::OpaqueType<(unsigned int)2>, unsigned int, (int)4, (int)64, (int)64>(T1 *, at::native::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::native::<unnamed>::TensorSizeStride<T2, (unsigned int)4>, int, T2) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.00621 | 512 | 528 | 269,310 | 25 |
Llama-3.1-8B-Instruct_prefill | H100 | Llama-8B | copy | void at::native::<unnamed>::CatArrayBatchedCopy<at::native::<unnamed>::OpaqueType<(unsigned int)2>, unsigned int, (int)4, (int)64, (int)64>(T1 *, at::native::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::native::<unnamed>::TensorSizeStride<T2, (unsigned int)4>, int, T2) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.00656 | 512 | 528 | 273,920 | 25 |
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