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Commit 6d6dc6bf authored by Jing Zhang's avatar Jing Zhang
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fixed readme

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example/13_pool2d_fwd/README.md
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<<<<<<< HEAD:example/13_pool2d_fwd/README.md # Instructions for ```reduce_blockwise``` Example
# Instructions for ```pool2d_fwd``` Example
=======
# Instructions for ```grouped_gemm_xdl``` Example
>>>>>>> 17f80fcf4bb6e6e17f26ec1550aa194b962c50d7:example/14_grouped_gemm/README.md
## Docker script ## Docker script
```bash ```bash
...@@ -17,11 +13,7 @@ rocm/tensorflow:rocm4.3.1-tf2.6-dev \ ...@@ -17,11 +13,7 @@ rocm/tensorflow:rocm4.3.1-tf2.6-dev \
/bin/bash /bin/bash
``` ```
<<<<<<< HEAD:example/13_pool2d_fwd/README.md ## Build ```reduce_blockwise```
## Build ```pool2d_fwd```
=======
## Build ```grouped_gemm_xdl```
>>>>>>> 17f80fcf4bb6e6e17f26ec1550aa194b962c50d7:example/14_grouped_gemm/README.md
```bash ```bash
mkdir build && cd build mkdir build && cd build
``` ```
...@@ -38,52 +30,31 @@ cmake \ ...@@ -38,52 +30,31 @@ cmake \
``` ```
```bash ```bash
<<<<<<< HEAD:example/13_pool2d_fwd/README.md make -j reduce_blockwise
make -j pool2d_fwd
``` ```
## Run ```pool2d_fwd``` ## Run ```reduce_blockwise```
=======
make -j example_grouped_gemm_xdl_fp16
```
## Run ```grouped_gemm_xdl```
>>>>>>> 17f80fcf4bb6e6e17f26ec1550aa194b962c50d7:example/14_grouped_gemm/README.md
```bash ```bash
#arg1: verification (0=no, 1=yes) # -D <xxx> : input 4-d tensor lengths
#arg2: initialization (0=no init, 1=integer value, 2=decimal value) # -v <x> : verification (0=no, 1=yes)
#arg3: run kernel # of times (>1) #arg1: initialization (0=no init, 1=integer value, 2=decimal value)
<<<<<<< HEAD:example/13_pool2d_fwd/README.md #arg2: run kernel # of times (>1)
#arg4 to 15: N, C, Y, X, Hi, Wi, Sy, Sx, LeftPy, LeftPx, RightPy, RightPx ./bin/reduce_blockwise -D 16,64,32,960 -v 1 1 10
./example/pool2d_fwd 1 1 10
=======
./bin/example_grouped_gemm_xdl_fp16 0 1 5
>>>>>>> 17f80fcf4bb6e6e17f26ec1550aa194b962c50d7:example/14_grouped_gemm/README.md
``` ```
Result Result
``` ```
<<<<<<< HEAD:example/13_pool2d_fwd/README.md launch_and_time_kernel: grid_dim {240, 1, 1}, block_dim {256, 1, 1}
in_n_c_hi_wi: dim 4, lengths {128, 192, 71, 71}, strides {967872, 1, 13632, 192}
out_n_c_ho_wo: dim 4, lengths {128, 192, 36, 36}, strides {248832, 1, 6912, 192}
launch_and_time_kernel: grid_dim {124416, 1, 1}, block_dim {64, 1, 1}
Warm up Warm up
Start running 10 times... Start running 3 times...
Perf: 0.415453 ms, 1.37996 TFlops, 749.726 GB/s Perf: 0.23536 ms, 267.32 GB/s, DeviceReduceBlockWise<256,M_C4_S1,K_C64_S1,InSrcVectorDim_0_InSrcVectorSize_1_OutDstVectorSize_1>
error: 0 error: 0
max_diff: 0, 1, 1 max_diff: 0, 529, 529
======= root@dc-smc-18:/data/composable_kernel/Build3# bin/reduce_blockwise -D 16,64,32,960 -v 1 1 10
gemm[0] a_m_k: dim 2, lengths {256, 64}, strides {64, 1} b_k_n: dim 2, lengths {64, 128}, strides {1, 64} c_m_n: dim 2, lengths {256, 128}, strides {128, 1} launch_and_time_kernel: grid_dim {240, 1, 1}, block_dim {256, 1, 1}
gemm[1] a_m_k: dim 2, lengths {512, 128}, strides {128, 1} b_k_n: dim 2, lengths {128, 256}, strides {1, 128} c_m_n: dim 2, lengths {512, 256}, strides {256, 1}
gemm[2] a_m_k: dim 2, lengths {768, 192}, strides {192, 1} b_k_n: dim 2, lengths {192, 384}, strides {1, 192} c_m_n: dim 2, lengths {768, 384}, strides {384, 1}
gemm[3] a_m_k: dim 2, lengths {1024, 256}, strides {256, 1} b_k_n: dim 2, lengths {256, 512}, strides {1, 256} c_m_n: dim 2, lengths {1024, 512}, strides {512, 1}
group: 0 arg.a_grid_desc_k0_m_k1_{8, 256, 8}, arg.b_grid_desc_k0_n_k1_{8, 128, 8}, arg.c_grid_desc_m_n_{ 256, 128}
group: 1 arg.a_grid_desc_k0_m_k1_{16, 512, 8}, arg.b_grid_desc_k0_n_k1_{16, 256, 8}, arg.c_grid_desc_m_n_{ 512, 256}
group: 2 arg.a_grid_desc_k0_m_k1_{24, 768, 8}, arg.b_grid_desc_k0_n_k1_{24, 384, 8}, arg.c_grid_desc_m_n_{ 768, 384}
group: 3 arg.a_grid_desc_k0_m_k1_{32, 1024, 8}, arg.b_grid_desc_k0_n_k1_{32, 512, 8}, arg.c_grid_desc_m_n_{ 1024, 512}
launch_and_time_kernel: grid_dim {30, 1, 1}, block_dim {256, 1, 1}
Warm up Warm up
Start running 5 times... Start running 10 times...
Perf: 0.037887 ms, 11.0706 TFlops, 90.8132 GB/s, DeviceGroupedGemmXdl<256, 256, 128, 4, 8, 32, 32, 4, 2> Perf: 0.23392 ms, 268.966 GB/s, DeviceReduceBlockWise<256,M_C4_S1,K_C64_S1,InSrcVectorDim_0_InSrcVectorSize_1_OutDstVectorSize_1>
>>>>>>> 17f80fcf4bb6e6e17f26ec1550aa194b962c50d7:example/14_grouped_gemm/README.md error: 0
max_diff: 0, 528, 528
``` ```
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