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* add a prototype of int4 * clean * debug * clean * clean * move packed into dynamic_buffer * fixed coord reset * add fast pki4 to half conversion * fix * fixed reference and host_tensor * fixed tensor init * format * debug i4_to_f16_convert * format * fixed splitk * weight permute * add b tile permute * clean * weight permute with splitki * format * improve weight layout * add and_or_b32 * fixed splitk crush * add permute switch as a template * recover v3r1 * clean * failure with intrawave v2 * fixed * fixed * add ckProfiler * add bfp16 support * add bf16 example * fixed int4 to bhalf_t conversion * format * fixed int4 to bf16 conversion * clean * add instances for mem * clean * fixed host tensor size * fixed * debug * fixed * add pk_i4_t as a struct * fix * Update example/01_gemm/gemm_xdl_bf16_pk_i4_v3.cpp Co-authored-by: Adam Osewski <19374865+aosewski@users.noreply.github.com> * Update example/01_gemm/gemm_xdl_bf16_pk_i4_v3.cpp Co-authored-by: Adam Osewski <19374865+aosewski@users.noreply.github.com> * Update example/01_gemm/gemm_xdl_bf16_pk_i4_v3.cpp Co-authored-by: Adam Osewski <19374865+aosewski@users.noreply.github.com> * revert * Update example/01_gemm/gemm_xdl_bf16_pk_i4_v3.cpp Co-authored-by: Adam Osewski <19374865+aosewski@users.noreply.github.com> * Update example/01_gemm/gemm_xdl_fp16_pk_i4_v3.cpp Co-authored-by: Adam Osewski <19374865+aosewski@users.noreply.github.com> * Update example/01_gemm/gemm_xdl_fp16_pk_i4_v3.cpp Co-authored-by: Adam Osewski <19374865+aosewski@users.noreply.github.com> * Update example/01_gemm/gemm_xdl_fp16_pk_i4_v3.cpp Co-authored-by: Adam Osewski <19374865+aosewski@users.noreply.github.com> * Update example/01_gemm/gemm_xdl_fp16_pk_i4_v3.cpp Co-authored-by: Adam Osewski <19374865+aosewski@users.noreply.github.com> * fixed comments * revert * clean * revert * revert * fixed * Update CMakeLists.txt * Update script/cmake-ck-dev.sh Co-authored-by: Adam Osewski <19374865+aosewski@users.noreply.github.com> * Update include/ck/tensor_operation/gpu/element/unary_element_wise_operation.hpp Co-authored-by: Adam Osewski <19374865+aosewski@users.noreply.github.com> * Update CMakeLists.txt Co-authored-by: Adam Osewski <19374865+aosewski@users.noreply.github.com> * fixed * fixed * fixed * revert * revert * add comments * format * fixed assert * fixed * Fix I4 define in ckProfiler * Fixed example_gemm_xdl_bf16_pk_i4_v3 test failed issue --------- Co-authored-by: Jing Zhang <jizhan@fb.com> Co-authored-by: zjing14 <zhangjing14@gmail.com> Co-authored-by: mtgu0705 <mtgu@amd.com>
Instructions for example_gemm_xdl
Run example_gemm_xdl
#arg1: verification (0=no, 1=yes)
#arg2: initialization (0=no init, 1=integer value, 2=decimal value)
#arg3: run kernel # of times (>1)
./bin/example_gemm_xdl 0 1 5
Instructions for example_gemm_xdl_fp16_streamk_v3
Run example_gemm_xdl_fp16_streamk_v3
arg1: verification (0=no, 1=yes)
arg2: initialization (0=no init, 1=integer value, 2=decimal value)
arg3: time kernel (0=no, 1=yes)
arg4 to 9: M (256x), N(128x), K(32x), StrideA, StrideB, StrideC
arg10: stream-k select (-1: default config, 0: all DP, 1: 1-tile SK, 2: 2-tile SK)
arg11: Grid_size(-1 for max occupancy)
bin/example_gemm_xdl_fp16_streamk_v3 1 2 1 3840 4096 4096 4096 4096 4096 1 -1
a_m_k: dim 2, lengths {3840, 4096}, strides {4096, 1}
b_k_n: dim 2, lengths {4096, 4096}, strides {4096, 1}
c_m_n: dim 2, lengths {3840, 4096}, strides {4096, 1}
problem {M:3840, N:4096, K:4096, SA:4096, SB:4096, SC:4096, MP:4032, NP:4096, KRead:4096, KP:4096, AK0:512, BK0:2048, MBlock: 18, NBlock: 16, Stream-K Selection:1, Grid size:-1}
Perf: 0.292022 ms, 441.23 TFlops, 330.348 GB/s, DeviceGemmXdlUniversal<MNPadding, RRR> BlkSize: 256, BlkTile: 224x256x64, WaveTile: 16x16, WaveMap: 7x8, VmemReadVec: 8x8, BlkGemmPipelineScheduler: Intrawave, BlkGemmPipelineVersion: v3, BlkGemmPipelinePrefetchStages: 2