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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | elementwise | void at::vectorized_elementwise_kernel<4, void at::compare_scalar_kernel<long>(at::TensorIteratorBase &, at::<unnamed>::OpType, T1)::[lambda(long) (instance 1)], std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | other | 0.00419 | 128 | 1 | 8,830 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::index_elementwise_kernel<128, 4, void at::gpu_index_kernel<void at::index_kernel_impl<at::OpaqueType<8>>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>)::[lambda(char *, const char *, long) (instance 1)]>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>, const T1 &, bool):... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | other | 0.00806 | 128 | 1 | 59,140 | 36 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 4)]::operator ()() const::[lambda(long) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | cast | 0.00483 | 128 | 1 | 12,290 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::vectorized_gather_kernel<16, long>(char *, char *, T2 *, int, long, long, long, long, bool) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 57,344 | other | 0.00432 | 256 | 56 | 233,090 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | silu | 0.00547 | 128 | 392 | 816,000 | 28 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | mul | 0.00486 | 128 | 392 | 1,610,000 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::index_elementwise_kernel<128, 4, void at::gpu_index_kernel<void at::index_kernel_impl<at::OpaqueType<2>>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>)::[lambda(char *, const char *, long) (instance 1)]>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>, const T1 &, bool):... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | other | 0.00762 | 128 | 1 | 43,780 | 36 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 114,688 | mul | 0.00723 | 128 | 224 | 249,090 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::indexFuncLargeIndex<c10::BFloat16, long, unsigned int, 2, 2, (int)-2, 1, at::<unnamed>::ReduceAdd>(cuda::TensorInfo<T1, T3>, cuda::TensorInfo<const T1, T3>, cuda::TensorInfo<const T2, T3>, int, int, T3, T3, long, long, const T8 &, T1) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 524,288 | other | 0.01078 | 128 | 864 | 465,660 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::index_elementwise_kernel<128, 4, void at::gpu_index_kernel<void at::index_kernel_impl<at::OpaqueType<8>>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>)::[lambda(char *, const char *, long) (instance 1)]>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>, const T1 &, bool):... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | other | 0.00813 | 128 | 1 | 60,030 | 36 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 4)]::operator ()() const::[lambda(long) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | cast | 0.00474 | 128 | 1 | 12,160 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::vectorized_gather_kernel<16, long>(char *, char *, T2 *, int, long, long, long, long, bool) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 69,632 | other | 0.00435 | 256 | 68 | 282,240 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | silu | 0.00573 | 128 | 476 | 988,160 | 28 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | mul | 0.00522 | 128 | 476 | 1,960,000 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::index_elementwise_kernel<128, 4, void at::gpu_index_kernel<void at::index_kernel_impl<at::OpaqueType<2>>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>)::[lambda(char *, const char *, long) (instance 1)]>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>, const T1 &, bool):... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | other | 0.00714 | 128 | 1 | 43,900 | 36 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | mul | 0.00723 | 128 | 272 | 298,370 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::indexFuncLargeIndex<c10::BFloat16, long, unsigned int, 2, 2, (int)-2, 1, at::<unnamed>::ReduceAdd>(cuda::TensorInfo<T1, T3>, cuda::TensorInfo<const T1, T3>, cuda::TensorInfo<const T2, T3>, int, int, T3, T3, long, long, const T8 &, T1) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 524,288 | other | 0.01123 | 128 | 864 | 563,970 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::index_elementwise_kernel<128, 4, void at::gpu_index_kernel<void at::index_kernel_impl<at::OpaqueType<8>>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>)::[lambda(char *, const char *, long) (instance 1)]>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>, const T1 &, bool):... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | other | 0.00803 | 128 | 1 | 59,140 | 36 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 4)]::operator ()() const::[lambda(long) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | cast | 0.0047 | 128 | 1 | 12,160 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::vectorized_gather_kernel<16, long>(char *, char *, T2 *, int, long, long, long, long, bool) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 55,296 | other | 0.00432 | 256 | 54 | 224,770 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | silu | 0.00554 | 128 | 378 | 787,460 | 28 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | mul | 0.00506 | 128 | 378 | 1,550,000 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::index_elementwise_kernel<128, 4, void at::gpu_index_kernel<void at::index_kernel_impl<at::OpaqueType<2>>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>)::[lambda(char *, const char *, long) (instance 1)]>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>, const T1 &, bool):... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | other | 0.00768 | 128 | 1 | 43,780 | 36 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 110,592 | mul | 0.00714 | 128 | 216 | 240,900 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::indexFuncLargeIndex<c10::BFloat16, long, unsigned int, 2, 2, (int)-2, 1, at::<unnamed>::ReduceAdd>(cuda::TensorInfo<T1, T3>, cuda::TensorInfo<const T1, T3>, cuda::TensorInfo<const T2, T3>, int, int, T3, T3, long, long, const T8 &, T1) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 524,288 | other | 0.00886 | 128 | 864 | 449,280 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::index_elementwise_kernel<128, 4, void at::gpu_index_kernel<void at::index_kernel_impl<at::OpaqueType<8>>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>)::[lambda(char *, const char *, long) (instance 1)]>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>, const T1 &, bool):... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | other | 0.00813 | 128 | 1 | 59,140 | 36 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 4)]::operator ()() const::[lambda(long) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | cast | 0.00477 | 128 | 1 | 12,160 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::vectorized_gather_kernel<16, long>(char *, char *, T2 *, int, long, long, long, long, bool) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 96,256 | other | 0.00454 | 256 | 94 | 388,860 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | silu | 0.00637 | 128 | 658 | 1,360,000 | 28 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | mul | 0.00589 | 128 | 658 | 2,700,000 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::index_elementwise_kernel<128, 4, void at::gpu_index_kernel<void at::index_kernel_impl<at::OpaqueType<2>>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>)::[lambda(char *, const char *, long) (instance 1)]>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>, const T1 &, bool):... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | other | 0.00714 | 128 | 1 | 44,030 | 36 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | mul | 0.00746 | 128 | 376 | 404,860 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::indexFuncLargeIndex<c10::BFloat16, long, unsigned int, 2, 2, (int)-2, 1, at::<unnamed>::ReduceAdd>(cuda::TensorInfo<T1, T3>, cuda::TensorInfo<const T1, T3>, cuda::TensorInfo<const T2, T3>, int, int, T3, T3, long, long, const T8 &, T1) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 524,288 | other | 0.01203 | 128 | 864 | 777,220 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::index_elementwise_kernel<128, 4, void at::gpu_index_kernel<void at::index_kernel_impl<at::OpaqueType<8>>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>)::[lambda(char *, const char *, long) (instance 1)]>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>, const T1 &, bool):... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | other | 0.00797 | 128 | 1 | 59,260 | 36 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 4)]::operator ()() const::[lambda(long) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | cast | 0.00474 | 128 | 1 | 12,160 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::vectorized_gather_kernel<16, long>(char *, char *, T2 *, int, long, long, long, long, bool) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 86,016 | other | 0.00448 | 256 | 84 | 347,900 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | silu | 0.00621 | 128 | 588 | 1,220,000 | 28 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | mul | 0.0057 | 128 | 588 | 2,410,000 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::index_elementwise_kernel<128, 4, void at::gpu_index_kernel<void at::index_kernel_impl<at::OpaqueType<2>>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>)::[lambda(char *, const char *, long) (instance 1)]>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>, const T1 &, bool):... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | other | 0.00723 | 128 | 1 | 44,030 | 36 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | mul | 0.0073 | 128 | 336 | 363,900 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::indexFuncLargeIndex<c10::BFloat16, long, unsigned int, 2, 2, (int)-2, 1, at::<unnamed>::ReduceAdd>(cuda::TensorInfo<T1, T3>, cuda::TensorInfo<const T1, T3>, cuda::TensorInfo<const T2, T3>, int, int, T3, T3, long, long, const T8 &, T1) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 524,288 | other | 0.01216 | 128 | 864 | 695,300 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::index_elementwise_kernel<128, 4, void at::gpu_index_kernel<void at::index_kernel_impl<at::OpaqueType<8>>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>)::[lambda(char *, const char *, long) (instance 1)]>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>, const T1 &, bool):... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | other | 0.00781 | 128 | 1 | 59,140 | 36 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 4)]::operator ()() const::[lambda(long) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | cast | 0.00474 | 128 | 1 | 12,160 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::vectorized_gather_kernel<16, long>(char *, char *, T2 *, int, long, long, long, long, bool) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 55,296 | other | 0.00419 | 256 | 54 | 224,900 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | silu | 0.00528 | 128 | 378 | 787,460 | 28 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | mul | 0.00486 | 128 | 378 | 1,550,000 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::index_elementwise_kernel<128, 4, void at::gpu_index_kernel<void at::index_kernel_impl<at::OpaqueType<2>>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>)::[lambda(char *, const char *, long) (instance 1)]>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>, const T1 &, bool):... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | other | 0.00749 | 128 | 1 | 43,780 | 36 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 110,592 | mul | 0.00726 | 128 | 216 | 240,900 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::indexFuncLargeIndex<c10::BFloat16, long, unsigned int, 2, 2, (int)-2, 1, at::<unnamed>::ReduceAdd>(cuda::TensorInfo<T1, T3>, cuda::TensorInfo<const T1, T3>, cuda::TensorInfo<const T2, T3>, int, int, T3, T3, long, long, const T8 &, T1) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 524,288 | other | 0.00883 | 128 | 864 | 450,560 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::index_elementwise_kernel<128, 4, void at::gpu_index_kernel<void at::index_kernel_impl<at::OpaqueType<8>>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>)::[lambda(char *, const char *, long) (instance 1)]>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>, const T1 &, bool):... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | other | 0.00794 | 128 | 1 | 59,140 | 36 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 4)]::operator ()() const::[lambda(long) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | cast | 0.00474 | 128 | 1 | 12,160 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::vectorized_gather_kernel<16, long>(char *, char *, T2 *, int, long, long, long, long, bool) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 45,056 | other | 0.00426 | 256 | 44 | 183,810 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | silu | 0.00506 | 128 | 308 | 644,100 | 28 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | mul | 0.00467 | 128 | 308 | 1,270,000 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::index_elementwise_kernel<128, 4, void at::gpu_index_kernel<void at::index_kernel_impl<at::OpaqueType<2>>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>)::[lambda(char *, const char *, long) (instance 1)]>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>, const T1 &, bool):... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | other | 0.00726 | 128 | 1 | 43,780 | 36 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 90,112 | mul | 0.00717 | 128 | 176 | 199,940 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::indexFuncLargeIndex<c10::BFloat16, long, unsigned int, 2, 2, (int)-2, 1, at::<unnamed>::ReduceAdd>(cuda::TensorInfo<T1, T3>, cuda::TensorInfo<const T1, T3>, cuda::TensorInfo<const T2, T3>, int, int, T3, T3, long, long, const T8 &, T1) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 262,144 | other | 0.00883 | 128 | 704 | 367,360 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::index_elementwise_kernel<128, 4, void at::gpu_index_kernel<void at::index_kernel_impl<at::OpaqueType<8>>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>)::[lambda(char *, const char *, long) (instance 1)]>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>, const T1 &, bool):... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | other | 0.00797 | 128 | 1 | 59,140 | 36 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 4)]::operator ()() const::[lambda(long) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | cast | 0.00474 | 128 | 1 | 12,160 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::vectorized_gather_kernel<16, long>(char *, char *, T2 *, int, long, long, long, long, bool) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 59,392 | other | 0.00435 | 256 | 58 | 241,280 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | silu | 0.00547 | 128 | 406 | 844,800 | 28 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | mul | 0.00493 | 128 | 406 | 1,670,000 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::index_elementwise_kernel<128, 4, void at::gpu_index_kernel<void at::index_kernel_impl<at::OpaqueType<2>>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>)::[lambda(char *, const char *, long) (instance 1)]>(at::TensorIteratorBase &, c10::ArrayRef<long>, c10::ArrayRef<long>, const T1 &, bool):... | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | other | 0.00752 | 128 | 1 | 43,780 | 36 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 118,784 | mul | 0.00723 | 128 | 232 | 257,410 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::indexFuncLargeIndex<c10::BFloat16, long, unsigned int, 2, 2, (int)-2, 1, at::<unnamed>::ReduceAdd>(cuda::TensorInfo<T1, T3>, cuda::TensorInfo<const T1, T3>, cuda::TensorInfo<const T2, T3>, int, int, T3, T3, long, long, const T8 &, T1) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 524,288 | other | 0.01142 | 128 | 864 | 482,050 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | residual | 0.00538 | 128 | 512 | 2,100,000 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 524,288 | cast | 0.00867 | 128 | 1,024 | 1,080,000 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | rmsnorm | 0.00563 | 128 | 512 | 2,100,000 | 28 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 0.02666 | 512 | 8 | 2,150,000 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | elementwise | void at::vectorized_elementwise_kernel<4, at::CUDAFunctorOnSelf_add<float>, std::array<char *, 2>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | residual | 0.00342 | 128 | 1 | 5,250 | 30 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 0.00368 | 128 | 1 | 6,780 | 22 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 1,048,576 | mul | 0.00784 | 128 | 2,048 | 2,110,000 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | cast | 0.00541 | 128 | 512 | 2,100,000 | 28 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 524,288 | mul | 0.00794 | 128 | 1,024 | 1,080,000 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 524,288 | mul | 0.00826 | 128 | 1,024 | 1,100,000 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | elementwise | void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::neg_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 9)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 262,144 | neg | 0.00739 | 128 | 512 | 542,080 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::<unnamed>::CatArrayBatchedCopy<at::<unnamed>::OpaqueType<2>, unsigned int, 4, 64, 64>(T1 *, at::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::<unnamed>::TensorSizeStride<T2, 4>, int, T2) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.01302 | 512 | 432 | 1,060,000 | 23 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 524,288 | mul | 0.0081 | 128 | 1,024 | 1,100,000 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | elementwise | void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::CUDAFunctor_add<c10::BFloat16>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 524,288 | residual | 0.00861 | 128 | 1,024 | 2,120,000 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 131,072 | mul | 0.00739 | 128 | 256 | 314,620 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | elementwise | void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::neg_kernel_cuda(at::TensorIteratorBase &)::[lambda() (instance 2)]::operator ()() const::[lambda() (instance 9)]::operator ()() const::[lambda(c10::BFloat16) (instance 1)]>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 65,536 | neg | 0.00701 | 128 | 128 | 148,990 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::<unnamed>::CatArrayBatchedCopy<at::<unnamed>::OpaqueType<2>, unsigned int, 4, 64, 64>(T1 *, at::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::<unnamed>::TensorSizeStride<T2, 4>, int, T2) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.00973 | 512 | 432 | 269,180 | 23 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 131,072 | mul | 0.00723 | 128 | 256 | 314,750 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | elementwise | void at::elementwise_kernel<128, 4, void at::gpu_kernel_impl_nocast<at::CUDAFunctor_add<c10::BFloat16>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 131,072 | residual | 0.00755 | 128 | 256 | 544,130 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::<unnamed>::CatArrayBatchedCopy<at::<unnamed>::OpaqueType<2>, unsigned int, 4, 64, 64>(T1 *, at::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::<unnamed>::TensorSizeStride<T2, 4>, int, T2) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.00861 | 512 | 432 | 269,180 | 23 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | copy | void at::<unnamed>::CatArrayBatchedCopy<at::<unnamed>::OpaqueType<2>, unsigned int, 4, 64, 64>(T1 *, at::<unnamed>::CatArrInputTensorMetadata<T1, T2, T4, T5>, at::<unnamed>::TensorSizeStride<T2, 4>, int, T2) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,048,576 | other | 0.00861 | 512 | 432 | 269,060 | 23 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | residual | 0.00554 | 128 | 512 | 2,100,000 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 524,288 | cast | 0.0088 | 128 | 1,024 | 1,080,000 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | rmsnorm | 0.00576 | 128 | 512 | 2,100,000 | 28 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 0.02656 | 512 | 8 | 2,150,000 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 0.00371 | 128 | 1 | 5,250 | 30 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 0.0039 | 128 | 1 | 6,780 | 22 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 1,048,576 | mul | 0.00771 | 128 | 2,048 | 2,110,000 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 262,144 | cast | 0.00547 | 128 | 512 | 2,100,000 | 28 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 524,288 | mul | 0.00797 | 128 | 1,024 | 1,080,000 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 1,024 | cast | 0.00784 | 128 | 2 | 34,180 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | reduce | void <unnamed>::softmax_warp_forward<float, float, float, 3, 0, 0>(T2 *, const T1 *, int, int, int, const bool *, int, bool) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 2,048 | other | 0.00394 | 128 | 4 | 10,370 | 21 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 1,024 | other | 0.00653 | 256 | 1 | 51,840 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | elementwise | void at::elementwise_kernel<128, 2, void at::gpu_kernel_impl_nocast<at::BinaryFunctor<float, float, float, binary_internal::DivFunctor<float>>>(at::TensorIteratorBase &, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | other | 0.00534 | 128 | 1 | 14,590 | 19 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | 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 | 512 | cast | 0.00384 | 128 | 1 | 6,020 | 28 |
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