diff --git a/include/ck_tile/host.hpp b/include/ck_tile/host.hpp index 86110d57ec..d815b1db40 100644 --- a/include/ck_tile/host.hpp +++ b/include/ck_tile/host.hpp @@ -16,6 +16,7 @@ #include "ck_tile/host/host_tensor.hpp" #include "ck_tile/host/joinable_thread.hpp" #include "ck_tile/host/kernel_launch.hpp" +#include "ck_tile/host/permute_pk_int4.hpp" #include "ck_tile/host/ranges.hpp" #include "ck_tile/host/reference/reference_batched_dropout.hpp" #include "ck_tile/host/reference/reference_batched_dropout_randval.hpp" diff --git a/include/ck_tile/ops/add_rmsnorm2d_rdquant.hpp b/include/ck_tile/ops/add_rmsnorm2d_rdquant.hpp index 1768c802d5..6c0972e10a 100644 --- a/include/ck_tile/ops/add_rmsnorm2d_rdquant.hpp +++ b/include/ck_tile/ops/add_rmsnorm2d_rdquant.hpp @@ -9,5 +9,7 @@ #include "ck_tile/ops/add_rmsnorm2d_rdquant/pipeline/add_rmsnorm2d_rdquant_fwd_pipeline_problem.hpp" #include "ck_tile/ops/add_rmsnorm2d_rdquant/pipeline/add_rmsnorm2d_rdquant_fwd_pipeline_three_pass.hpp" #include "ck_tile/ops/common/generic_2d_block_shape.hpp" +#include "ck_tile/ops/common/load_interleaved_pk_type.hpp" +#include "ck_tile/ops/common/streamk_common.hpp" #include "ck_tile/ops/common/tensor_layout.hpp" #include "ck_tile/ops/common/utils.hpp" diff --git a/include/ck_tile/ops/batched_transpose.hpp b/include/ck_tile/ops/batched_transpose.hpp index ca0088c812..5822d7b91b 100644 --- a/include/ck_tile/ops/batched_transpose.hpp +++ b/include/ck_tile/ops/batched_transpose.hpp @@ -12,5 +12,7 @@ #include "ck_tile/ops/batched_transpose/pipeline/batched_transpose_policy.hpp" #include "ck_tile/ops/batched_transpose/pipeline/batched_transpose_problem.hpp" #include "ck_tile/ops/common/generic_2d_block_shape.hpp" +#include "ck_tile/ops/common/load_interleaved_pk_type.hpp" +#include "ck_tile/ops/common/streamk_common.hpp" #include "ck_tile/ops/common/tensor_layout.hpp" #include "ck_tile/ops/common/utils.hpp" diff --git a/include/ck_tile/ops/common.hpp b/include/ck_tile/ops/common.hpp index 7c6adc3ec2..eff2d625b3 100644 --- a/include/ck_tile/ops/common.hpp +++ b/include/ck_tile/ops/common.hpp @@ -4,6 +4,7 @@ #pragma once #include "ck_tile/ops/common/generic_2d_block_shape.hpp" +#include "ck_tile/ops/common/load_interleaved_pk_type.hpp" +#include "ck_tile/ops/common/streamk_common.hpp" #include "ck_tile/ops/common/tensor_layout.hpp" #include "ck_tile/ops/common/utils.hpp" -#include "ck_tile/ops/common/streamk_common.hpp" diff --git a/include/ck_tile/ops/common/load_interleaved_pk_type.hpp b/include/ck_tile/ops/common/load_interleaved_pk_type.hpp index f8432b9da0..fb7a05044f 100644 --- a/include/ck_tile/ops/common/load_interleaved_pk_type.hpp +++ b/include/ck_tile/ops/common/load_interleaved_pk_type.hpp @@ -4,7 +4,7 @@ #pragma once #include "ck_tile/core/config.hpp" -#include "ck_tile/ops/elementwise.hpp" +#include "ck_tile/ops/elementwise/unary_element_wise_operation.hpp" namespace ck_tile { diff --git a/include/ck_tile/ops/elementwise.hpp b/include/ck_tile/ops/elementwise.hpp index 4858245ec4..7f2303932e 100644 --- a/include/ck_tile/ops/elementwise.hpp +++ b/include/ck_tile/ops/elementwise.hpp @@ -10,5 +10,7 @@ #include "ck_tile/ops/elementwise/pipeline/elementwise_shape.hpp" #include "ck_tile/ops/elementwise/unary_element_wise_operation.hpp" #include "ck_tile/ops/common/generic_2d_block_shape.hpp" +#include "ck_tile/ops/common/load_interleaved_pk_type.hpp" +#include "ck_tile/ops/common/streamk_common.hpp" #include "ck_tile/ops/common/tensor_layout.hpp" #include "ck_tile/ops/common/utils.hpp" diff --git a/include/ck_tile/ops/epilogue.hpp b/include/ck_tile/ops/epilogue.hpp index 6cc0fa8540..ec5a8ef445 100644 --- a/include/ck_tile/ops/epilogue.hpp +++ b/include/ck_tile/ops/epilogue.hpp @@ -8,5 +8,7 @@ #include "ck_tile/ops/epilogue/default_2d_epilogue.hpp" #include "ck_tile/ops/epilogue/dynamic_quant_epilogue.hpp" #include "ck_tile/ops/common/generic_2d_block_shape.hpp" +#include "ck_tile/ops/common/load_interleaved_pk_type.hpp" +#include "ck_tile/ops/common/streamk_common.hpp" #include "ck_tile/ops/common/tensor_layout.hpp" #include "ck_tile/ops/common/utils.hpp" diff --git a/include/ck_tile/ops/flatmm.hpp b/include/ck_tile/ops/flatmm.hpp index 1714789e63..41463e6a2d 100644 --- a/include/ck_tile/ops/flatmm.hpp +++ b/include/ck_tile/ops/flatmm.hpp @@ -14,5 +14,7 @@ #include "ck_tile/ops/flatmm/pipeline/flatmm_pipeline_agmem_bgmem_creg_v1_policy.hpp" #include "ck_tile/ops/flatmm/pipeline/tile_flatmm_shape.hpp" #include "ck_tile/ops/common/generic_2d_block_shape.hpp" +#include "ck_tile/ops/common/load_interleaved_pk_type.hpp" +#include "ck_tile/ops/common/streamk_common.hpp" #include "ck_tile/ops/common/tensor_layout.hpp" #include "ck_tile/ops/common/utils.hpp" diff --git a/include/ck_tile/ops/fmha.hpp b/include/ck_tile/ops/fmha.hpp index 31de21a726..6b25c089bd 100644 --- a/include/ck_tile/ops/fmha.hpp +++ b/include/ck_tile/ops/fmha.hpp @@ -60,5 +60,7 @@ #include "ck_tile/ops/fmha/pipeline/tile_fmha_shape.hpp" #include "ck_tile/ops/fmha/pipeline/tile_fmha_traits.hpp" #include "ck_tile/ops/common/generic_2d_block_shape.hpp" +#include "ck_tile/ops/common/load_interleaved_pk_type.hpp" +#include "ck_tile/ops/common/streamk_common.hpp" #include "ck_tile/ops/common/tensor_layout.hpp" #include "ck_tile/ops/common/utils.hpp" diff --git a/include/ck_tile/ops/fused_moe.hpp b/include/ck_tile/ops/fused_moe.hpp index ddb64a2189..71721f3408 100644 --- a/include/ck_tile/ops/fused_moe.hpp +++ b/include/ck_tile/ops/fused_moe.hpp @@ -16,5 +16,7 @@ #include "ck_tile/ops/fused_moe/pipeline/moe_sorting_pipeline.hpp" #include "ck_tile/ops/fused_moe/pipeline/moe_sorting_policy.hpp" #include "ck_tile/ops/common/generic_2d_block_shape.hpp" +#include "ck_tile/ops/common/load_interleaved_pk_type.hpp" +#include "ck_tile/ops/common/streamk_common.hpp" #include "ck_tile/ops/common/tensor_layout.hpp" #include "ck_tile/ops/common/utils.hpp" diff --git a/include/ck_tile/ops/gemm.hpp b/include/ck_tile/ops/gemm.hpp index 5edde31cd9..204d67a0ff 100644 --- a/include/ck_tile/ops/gemm.hpp +++ b/include/ck_tile/ops/gemm.hpp @@ -30,18 +30,18 @@ #include "ck_tile/ops/gemm/block/block_wp_asmem_bsmem_creg_v1_custom_policy.hpp" #include "ck_tile/ops/gemm/kernel/batched_gemm_kernel.hpp" #include "ck_tile/ops/gemm/kernel/gemm_kernel.hpp" -#include "ck_tile/ops/gemm/kernel/gemm_multi_d_kernel.hpp" #include "ck_tile/ops/gemm/kernel/gemm_multi_abd_kernel.hpp" +#include "ck_tile/ops/gemm/kernel/gemm_multi_d_kernel.hpp" #include "ck_tile/ops/gemm/kernel/gemm_tile_partitioner.hpp" #include "ck_tile/ops/gemm/kernel/grouped_gemm_kernel.hpp" #include "ck_tile/ops/gemm/kernel/streamk_gemm_kernel.hpp" #include "ck_tile/ops/gemm/kernel/universal_gemm_kernel.hpp" #include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_base.hpp" +#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_async.hpp" +#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_async_default_policy.hpp" #include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_v3.hpp" #include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_v4.hpp" #include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_v4_default_policy.hpp" -#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_async.hpp" -#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_async_default_policy.hpp" #include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_v5.hpp" #include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_v5_default_policy.hpp" #include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_mem.hpp" @@ -72,5 +72,7 @@ #include "ck_tile/ops/gemm/warp/warp_gemm_smfmac_impl.hpp" #include "ck_tile/ops/gemm/warp/warp_wmma_gemm.hpp" #include "ck_tile/ops/common/generic_2d_block_shape.hpp" +#include "ck_tile/ops/common/load_interleaved_pk_type.hpp" +#include "ck_tile/ops/common/streamk_common.hpp" #include "ck_tile/ops/common/tensor_layout.hpp" #include "ck_tile/ops/common/utils.hpp" diff --git a/include/ck_tile/ops/gemm_quant.hpp b/include/ck_tile/ops/gemm_quant.hpp index cde0b6833f..61cb96c8f4 100644 --- a/include/ck_tile/ops/gemm_quant.hpp +++ b/include/ck_tile/ops/gemm_quant.hpp @@ -3,8 +3,8 @@ #pragma once -#include "ck_tile/ops/gemm_quant/block/block_universal_gemm_as_aquant_bs_cr.hpp" #include "ck_tile/ops/gemm_quant/block/block_universal_gemm_ar_flatbr_bquant_cr.hpp" +#include "ck_tile/ops/gemm_quant/block/block_universal_gemm_as_aquant_bs_cr.hpp" #include "ck_tile/ops/gemm_quant/block/block_universal_gemm_as_bs_bquant_cr.hpp" #include "ck_tile/ops/gemm_quant/kernel/gemm_quant_kernel.hpp" #include "ck_tile/ops/gemm_quant/kernel/grouped_gemm_quant_kernel.hpp" @@ -15,11 +15,13 @@ #include "ck_tile/ops/gemm_quant/pipeline/gemm_bquant_pipeline_ag_bg_cr_base.hpp" #include "ck_tile/ops/gemm_quant/pipeline/gemm_bquant_pipeline_ag_bg_cr_policy.hpp" #include "ck_tile/ops/gemm_quant/pipeline/gemm_bquant_pipeline_ag_bg_cr_v3.hpp" -#include "ck_tile/ops/gemm_quant/pipeline/gemm_wp_bquant_pipeline_ag_bg_cr_base_policy.hpp" -#include "ck_tile/ops/gemm_quant/pipeline/gemm_wp_bquant_pipeline_ag_bg_cr_v2.hpp" #include "ck_tile/ops/gemm_quant/pipeline/gemm_group_quant_utils.hpp" #include "ck_tile/ops/gemm_quant/pipeline/gemm_quant_pipeline_problem.hpp" +#include "ck_tile/ops/gemm_quant/pipeline/gemm_wp_bquant_pipeline_ag_bg_cr_base_policy.hpp" +#include "ck_tile/ops/gemm_quant/pipeline/gemm_wp_bquant_pipeline_ag_bg_cr_v2.hpp" #include "ck_tile/ops/gemm_quant/pipeline/tile_gemm_quant_traits.hpp" #include "ck_tile/ops/common/generic_2d_block_shape.hpp" +#include "ck_tile/ops/common/load_interleaved_pk_type.hpp" +#include "ck_tile/ops/common/streamk_common.hpp" #include "ck_tile/ops/common/tensor_layout.hpp" #include "ck_tile/ops/common/utils.hpp" diff --git a/include/ck_tile/ops/grouped_convolution.hpp b/include/ck_tile/ops/grouped_convolution.hpp index 09b50f26b0..1dd13b6246 100644 --- a/include/ck_tile/ops/grouped_convolution.hpp +++ b/include/ck_tile/ops/grouped_convolution.hpp @@ -12,5 +12,7 @@ #include "ck_tile/ops/grouped_convolution/utils/transform_conv_bwd_weight_to_gemm.hpp" #include "ck_tile/ops/grouped_convolution/utils/transform_conv_fwd_to_gemm.hpp" #include "ck_tile/ops/common/generic_2d_block_shape.hpp" +#include "ck_tile/ops/common/load_interleaved_pk_type.hpp" +#include "ck_tile/ops/common/streamk_common.hpp" #include "ck_tile/ops/common/tensor_layout.hpp" #include "ck_tile/ops/common/utils.hpp" diff --git a/include/ck_tile/ops/image_to_column.hpp b/include/ck_tile/ops/image_to_column.hpp index 93664ea138..2307b05190 100644 --- a/include/ck_tile/ops/image_to_column.hpp +++ b/include/ck_tile/ops/image_to_column.hpp @@ -7,5 +7,7 @@ #include "ck_tile/ops/image_to_column/pipeline/block_image_to_column_problem.hpp" #include "ck_tile/ops/image_to_column/pipeline/tile_image_to_column_shape.hpp" #include "ck_tile/ops/common/generic_2d_block_shape.hpp" +#include "ck_tile/ops/common/load_interleaved_pk_type.hpp" +#include "ck_tile/ops/common/streamk_common.hpp" #include "ck_tile/ops/common/tensor_layout.hpp" #include "ck_tile/ops/common/utils.hpp" diff --git a/include/ck_tile/ops/layernorm2d.hpp b/include/ck_tile/ops/layernorm2d.hpp index afbb817db1..9ce22137bf 100644 --- a/include/ck_tile/ops/layernorm2d.hpp +++ b/include/ck_tile/ops/layernorm2d.hpp @@ -10,5 +10,7 @@ #include "ck_tile/ops/layernorm2d/pipeline/layernorm2d_fwd_pipeline_two_pass.hpp" #include "ck_tile/ops/layernorm2d/pipeline/layernorm2d_fwd_traits.hpp" #include "ck_tile/ops/common/generic_2d_block_shape.hpp" +#include "ck_tile/ops/common/load_interleaved_pk_type.hpp" +#include "ck_tile/ops/common/streamk_common.hpp" #include "ck_tile/ops/common/tensor_layout.hpp" #include "ck_tile/ops/common/utils.hpp" diff --git a/include/ck_tile/ops/norm_reduce.hpp b/include/ck_tile/ops/norm_reduce.hpp index 7dc3e8b7e7..aa074b7f9f 100644 --- a/include/ck_tile/ops/norm_reduce.hpp +++ b/include/ck_tile/ops/norm_reduce.hpp @@ -7,5 +7,7 @@ #include "ck_tile/ops/norm_reduce/block/block_norm_reduce_problem.hpp" #include "ck_tile/ops/norm_reduce/thread/thread_welford.hpp" #include "ck_tile/ops/common/generic_2d_block_shape.hpp" +#include "ck_tile/ops/common/load_interleaved_pk_type.hpp" +#include "ck_tile/ops/common/streamk_common.hpp" #include "ck_tile/ops/common/tensor_layout.hpp" #include "ck_tile/ops/common/utils.hpp" diff --git a/include/ck_tile/ops/permute.hpp b/include/ck_tile/ops/permute.hpp index 1cc3d9cbc3..46512c57fe 100644 --- a/include/ck_tile/ops/permute.hpp +++ b/include/ck_tile/ops/permute.hpp @@ -6,5 +6,7 @@ #include "ck_tile/ops/permute/kernel/generic_permute_kernel.hpp" #include "ck_tile/ops/permute/pipeline/generic_petmute_problem.hpp" #include "ck_tile/ops/common/generic_2d_block_shape.hpp" +#include "ck_tile/ops/common/load_interleaved_pk_type.hpp" +#include "ck_tile/ops/common/streamk_common.hpp" #include "ck_tile/ops/common/tensor_layout.hpp" #include "ck_tile/ops/common/utils.hpp" diff --git a/include/ck_tile/ops/reduce.hpp b/include/ck_tile/ops/reduce.hpp index a6721c9305..d628e9c945 100644 --- a/include/ck_tile/ops/reduce.hpp +++ b/include/ck_tile/ops/reduce.hpp @@ -11,5 +11,7 @@ #include "ck_tile/ops/reduce/pipeline/reduce2d_problem.hpp" #include "ck_tile/ops/reduce/pipeline/reduce2d_shape.hpp" #include "ck_tile/ops/common/generic_2d_block_shape.hpp" +#include "ck_tile/ops/common/load_interleaved_pk_type.hpp" +#include "ck_tile/ops/common/streamk_common.hpp" #include "ck_tile/ops/common/tensor_layout.hpp" #include "ck_tile/ops/common/utils.hpp" diff --git a/include/ck_tile/ops/rmsnorm2d.hpp b/include/ck_tile/ops/rmsnorm2d.hpp index 610541b2e4..00afcf4aed 100644 --- a/include/ck_tile/ops/rmsnorm2d.hpp +++ b/include/ck_tile/ops/rmsnorm2d.hpp @@ -11,5 +11,7 @@ #include "ck_tile/ops/rmsnorm2d/pipeline/rmsnorm2d_fwd_pipeline_two_pass.hpp" #include "ck_tile/ops/rmsnorm2d/pipeline/rmsnorm2d_fwd_traits.hpp" #include "ck_tile/ops/common/generic_2d_block_shape.hpp" +#include "ck_tile/ops/common/load_interleaved_pk_type.hpp" +#include "ck_tile/ops/common/streamk_common.hpp" #include "ck_tile/ops/common/tensor_layout.hpp" #include "ck_tile/ops/common/utils.hpp" diff --git a/include/ck_tile/ops/smoothquant.hpp b/include/ck_tile/ops/smoothquant.hpp index dc164dc1a0..1aa14c69e1 100644 --- a/include/ck_tile/ops/smoothquant.hpp +++ b/include/ck_tile/ops/smoothquant.hpp @@ -10,5 +10,7 @@ #include "ck_tile/ops/smoothquant/pipeline/smoothquant_pipeline_problem.hpp" #include "ck_tile/ops/smoothquant/pipeline/smoothquant_pipeline_two_pass.hpp" #include "ck_tile/ops/common/generic_2d_block_shape.hpp" +#include "ck_tile/ops/common/load_interleaved_pk_type.hpp" +#include "ck_tile/ops/common/streamk_common.hpp" #include "ck_tile/ops/common/tensor_layout.hpp" #include "ck_tile/ops/common/utils.hpp" diff --git a/include/ck_tile/ops/softmax.hpp b/include/ck_tile/ops/softmax.hpp index b23e869d81..d559dc15e2 100644 --- a/include/ck_tile/ops/softmax.hpp +++ b/include/ck_tile/ops/softmax.hpp @@ -6,5 +6,7 @@ #include "ck_tile/ops/softmax/block/block_softmax_2d.hpp" #include "ck_tile/ops/softmax/block/block_softmax_2d_problem.hpp" #include "ck_tile/ops/common/generic_2d_block_shape.hpp" +#include "ck_tile/ops/common/load_interleaved_pk_type.hpp" +#include "ck_tile/ops/common/streamk_common.hpp" #include "ck_tile/ops/common/tensor_layout.hpp" #include "ck_tile/ops/common/utils.hpp" diff --git a/include/ck_tile/ops/topk.hpp b/include/ck_tile/ops/topk.hpp index 1dc563f757..040c6b8ddc 100644 --- a/include/ck_tile/ops/topk.hpp +++ b/include/ck_tile/ops/topk.hpp @@ -6,5 +6,7 @@ #include "ck_tile/ops/topk/block/block_topk_stream_2d.hpp" #include "ck_tile/ops/topk/block/block_topk_stream_2d_problem.hpp" #include "ck_tile/ops/common/generic_2d_block_shape.hpp" +#include "ck_tile/ops/common/load_interleaved_pk_type.hpp" +#include "ck_tile/ops/common/streamk_common.hpp" #include "ck_tile/ops/common/tensor_layout.hpp" #include "ck_tile/ops/common/utils.hpp" diff --git a/include/ck_tile/ops/topk_softmax.hpp b/include/ck_tile/ops/topk_softmax.hpp index d0a810de4f..d9657a9764 100644 --- a/include/ck_tile/ops/topk_softmax.hpp +++ b/include/ck_tile/ops/topk_softmax.hpp @@ -8,5 +8,7 @@ #include "ck_tile/ops/topk_softmax/pipeline/topk_softmax_warp_per_row_policy.hpp" #include "ck_tile/ops/topk_softmax/pipeline/topk_softmax_warp_per_row_problem.hpp" #include "ck_tile/ops/common/generic_2d_block_shape.hpp" +#include "ck_tile/ops/common/load_interleaved_pk_type.hpp" +#include "ck_tile/ops/common/streamk_common.hpp" #include "ck_tile/ops/common/tensor_layout.hpp" #include "ck_tile/ops/common/utils.hpp" diff --git a/tile_engine/ops/gemm/gemm_common.hpp b/tile_engine/ops/gemm/gemm_common.hpp index 5188915f1a..179aeb7307 100644 --- a/tile_engine/ops/gemm/gemm_common.hpp +++ b/tile_engine/ops/gemm/gemm_common.hpp @@ -74,58 +74,6 @@ constexpr auto is_row_major(Layout) return ck_tile::bool_constant>{}; } -// Permutation function for pk_int4_t -template -void permute_vectors_i4x4_b(Tensor& tensor) -{ - const ck_tile::index_t K = tensor.get_length(0); - const ck_tile::index_t N = tensor.get_length(1); - // vector pk_i4x4 permute - for(int i = 0; i < N; i++) - { - for(int j = 0; j < K; j += 8) - { - int8_t input[8]; - - for(int k = 0; k < 4; k++) - { - int8_t i4x2 = tensor(j + k * 2, i).data; - input[k * 2 + 0] = (i4x2 >> 4) & 0xf; - input[k * 2 + 1] = (i4x2 >> 0) & 0xf; - } - - // permute 01234567->20643175 - { - int8_t hi = input[2]; - int8_t lo = input[0]; - int8_t i4x2 = (hi << 4) | lo; - tensor(j + 0, i) = i4x2; - } - - { - int8_t hi = input[6]; - int8_t lo = input[4]; - int8_t i4x2 = (hi << 4) | lo; - tensor(j + 2, i) = i4x2; - } - - { - int8_t hi = input[3]; - int8_t lo = input[1]; - int8_t i4x2 = (hi << 4) | lo; - tensor(j + 4, i) = i4x2; - } - - { - int8_t hi = input[7]; - int8_t lo = input[5]; - int8_t i4x2 = (hi << 4) | lo; - tensor(j + 6, i) = i4x2; - } - } - } -} - // Structure to hold kernel traits for dispatcher struct KernelTraits { diff --git a/tile_engine/ops/gemm/gemm_profiler.hpp b/tile_engine/ops/gemm/gemm_profiler.hpp index bbf0c92e67..1298c78d18 100644 --- a/tile_engine/ops/gemm/gemm_profiler.hpp +++ b/tile_engine/ops/gemm/gemm_profiler.hpp @@ -96,7 +96,7 @@ class GemmProfiler // Permute vector pk_i4x4 data for device implementation ck_tile::HostTensor b_k_n_dev = b_k_n; // permute_tensor_b(b_k_n_dev); - permute_vectors_i4x4_b(b_k_n_dev); + ck_tile::permute_vectors_i4x4_b(b_k_n_dev); b_k_n_dev_buf.ToDevice(b_k_n_dev.data()); } else