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, 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 | 0.0055 | 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 | 0.00592 | 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 | 0.02611 | 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 | 0.00336 | 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 | 0.00355 | 128 | 1 | 6,910 | 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 | 0.0079 | 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 | 0.00544 | 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 | 0.00755 | 128 | 2 | 34,300 | 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 | 0.00621 | 256 | 1 | 51,970 | 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 | 0.00467 | 128 | 1 | 14,720 | 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 | 0.00339 | 128 | 1 | 6,020 | 28 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | elementwise | void at::vectorized_elementwise_kernel<4, at::FillFunctor<c10::BFloat16>, std::array<char *, 1>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 262,144 | fill | 0.00355 | 128 | 512 | 4,480 | 16 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | elementwise | void at::vectorized_elementwise_kernel<2, at::FillFunctor<long>, std::array<char *, 1>>(int, T2, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 1,024 | fill | 0.00301 | 128 | 2 | 4,220 | 22 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | elementwise | void at::_scatter_gather_elementwise_kernel<128, 8, void at::_cuda_scatter_fill_internal_kernel<at::OpaqueType<8>, long>::operator ()<at::TensorAssign>(at::TensorIterator &, at::OpaqueType<8>, long, long, long, const T1 &)::[lambda(int) (instance 1)]>(int, T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | other | 0.00566 | 128 | 1 | 40,320 | 32 |
Mixtral-8x7B-Instruct_prefill | A100 | Mixtral-8x7B | reduce | void at::reduce_kernel<128, 4, at::ReduceOp<long, at::func_wrapper_t<long, at::sum_functor<long, long, long>::operator ()(at::TensorIterator &)::[lambda(long, long) (instance 1)]>, unsigned int, long, 4, 4>>(T3) | bf16 | false | null | null | null | 1 | 128 | null | null | null | 512 | other | 0.00944 | 128 | 1 | 86,140 | 77 |
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 | 0.00368 | 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 | 0.00678 | 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 | 0.00397 | 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 | 10,240 | other | 0.00416 | 256 | 10 | 44,540 | 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 | 35,840 | silu | 0.00486 | 128 | 70 | 156,540 | 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 | 35,840 | mul | 0.00378 | 128 | 70 | 292,990 | 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 | 0.00614 | 128 | 1 | 43,140 | 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 | 20,480 | mul | 0.00691 | 128 | 40 | 60,800 | 16 |
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 | 0.00672 | 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 | 0.0041 | 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 | 262,144 | other | 0.00477 | 256 | 138 | 569,340 | 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 | 524,288 | silu | 0.00733 | 128 | 966 | 1,990,000 | 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 | 524,288 | mul | 0.0071 | 128 | 966 | 3,960,000 | 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 | 0.00634 | 128 | 1 | 44,420 | 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 | 0.00752 | 128 | 552 | 585,090 | 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 | 0.01546 | 128 | 864 | 1,140,000 | 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<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 | 0.00701 | 128 | 1 | 59,390 | 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 | 0.00381 | 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 | 988,030 | 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 | 0.00538 | 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 | 0.00605 | 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 | 262,144 | mul | 0.0072 | 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 | 0.01155 | 128 | 864 | 564,100 | 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 | 0.00669 | 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 | 0.00416 | 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 | 20,480 | other | 0.00429 | 256 | 20 | 85,500 | 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 | 71,680 | silu | 0.00522 | 128 | 140 | 300,030 | 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 | 71,680 | mul | 0.00406 | 128 | 140 | 579,710 | 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 | 0.00646 | 128 | 1 | 43,140 | 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 | 40,960 | mul | 0.00685 | 128 | 80 | 101,760 | 16 |
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 | 0.00685 | 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 | 0.0041 | 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 | 10,240 | other | 0.00406 | 256 | 10 | 44,420 | 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 | 35,840 | silu | 0.00486 | 128 | 70 | 156,540 | 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 | 35,840 | mul | 0.00387 | 128 | 70 | 292,990 | 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 | 0.00605 | 128 | 1 | 43,140 | 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 | 20,480 | mul | 0.00698 | 128 | 40 | 60,800 | 16 |
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 | 0.00675 | 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 | 0.00378 | 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 | 262,144 | other | 0.0048 | 256 | 134 | 552,830 | 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 | 524,288 | silu | 0.00746 | 128 | 938 | 1,930,000 | 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 | 524,288 | mul | 0.00707 | 128 | 938 | 3,850,000 | 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 | 0.00618 | 128 | 1 | 44,420 | 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 | 0.00752 | 128 | 536 | 568,700 | 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 | 0.01565 | 128 | 864 | 1,100,000 | 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<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 | 0.00685 | 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 | 0.00378 | 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 | 26,624 | other | 0.00419 | 256 | 26 | 109,950 | 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 | 93,184 | silu | 0.00534 | 128 | 182 | 385,920 | 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 | 93,184 | mul | 0.00438 | 128 | 182 | 751,740 | 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 | 0.00643 | 128 | 1 | 43,520 | 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 | 53,248 | mul | 0.00714 | 128 | 104 | 126,460 | 16 |
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 | 0.00698 | 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 | 0.00406 | 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 | 108,544 | other | 0.00467 | 256 | 106 | 438,140 | 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 | 524,288 | silu | 0.00666 | 128 | 742 | 1,530,000 | 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 | 524,288 | mul | 0.00637 | 128 | 742 | 3,050,000 | 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 | 0.0064 | 128 | 1 | 44,160 | 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 | 0.00736 | 128 | 424 | 454,020 | 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 | 0.01251 | 128 | 864 | 875,520 | 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 | 0.00541 | 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 | 0.00883 | 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 | 0.00582 | 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 | 0.02627 | 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 | 0.00333 | 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 | 0.00355 | 128 | 1 | 6,910 | 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 | 0.0079 | 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 | 0.0055 | 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 | 0.00787 | 128 | 1,024 | 1,080,000 | 16 |
Qwen2.5-72B-Instruct_prefill | A100 | Qwen-72B | gemm | void gemmk1_kernel<int, float, 256, 5, 0, 0, 0, 0, cublasGemvTensorStridedBatched<const float>, cublasGemvTensorStridedBatched<const float>, cublasGemvTensorStridedBatched<float>, float, 0>(cublasGemmk1Params<T2, T9, T10, T11, T12, biasType<T11::value_type, T12>::type>) | bf16 | true | null | null | null | 1 | 128 | null | null | null | null | gemv | 0.0048 | 256 | 8 | 6,910 | 20 |
Qwen2.5-72B-Instruct_prefill | A100 | Qwen-72B | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_relu_f2f_stages_64x3_tn | bf16 | true | 128 | 8,192 | 8,192 | 1 | 128 | null | null | null | null | q_proj | 0.14522 | 256 | 96 | 136,360,000 | 238 |
Qwen2.5-72B-Instruct_prefill | A100 | Qwen-72B | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | true | 128 | 1,024 | 8,192 | 1 | 128 | null | null | null | null | k_proj | 0.02557 | 128 | 64 | 18,890,000 | 158 |
Qwen2.5-72B-Instruct_prefill | A100 | Qwen-72B | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | true | 128 | 1,024 | 8,192 | 1 | 128 | null | null | null | null | v_proj | 0.02566 | 128 | 64 | 18,890,000 | 158 |
Qwen2.5-72B-Instruct_prefill | A100 | Qwen-72B | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | true | 128 | 8,192 | 8,192 | 1 | 128 | null | null | null | null | o_proj | 0.13392 | 256 | 96 | 136,340,000 | 238 |
Qwen2.5-72B-Instruct_prefill | A100 | Qwen-72B | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | true | 128 | 29,568 | 8,192 | 1 | 128 | null | null | null | null | gate | 0.59152 | 256 | 116 | 495,510,000 | 238 |
Qwen2.5-72B-Instruct_prefill | A100 | Qwen-72B | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | true | 128 | 29,568 | 8,192 | 1 | 128 | null | null | null | null | up | 0.5919 | 256 | 116 | 493,540,000 | 238 |
Qwen2.5-72B-Instruct_prefill | A100 | Qwen-72B | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | true | 128 | 8,192 | 29,568 | 1 | 128 | null | null | null | null | down_proj | 0.40493 | 256 | 96 | 492,050,000 | 238 |
Qwen2.5-72B-Instruct_prefill | A100 | Qwen-72B | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_relu_f2f_stages_64x3_tn | bf16 | true | 128 | 8,192 | 8,192 | 1 | 128 | null | null | null | null | q_proj | 0.13936 | 256 | 96 | 136,360,000 | 238 |
Qwen2.5-72B-Instruct_prefill | A100 | Qwen-72B | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | true | 128 | 1,024 | 8,192 | 1 | 128 | null | null | null | null | k_proj | 0.02528 | 128 | 64 | 18,890,000 | 158 |
Qwen2.5-72B-Instruct_prefill | A100 | Qwen-72B | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | true | 128 | 1,024 | 8,192 | 1 | 128 | null | null | null | null | v_proj | 0.02701 | 128 | 64 | 18,890,000 | 158 |
Qwen2.5-72B-Instruct_prefill | A100 | Qwen-72B | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | true | 128 | 8,192 | 8,192 | 1 | 128 | null | null | null | null | o_proj | 0.14093 | 256 | 96 | 136,340,000 | 238 |
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