Commit 898e40e7 authored by Jing Zhang's avatar Jing Zhang
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readme

parent 3b16e0d1
<<<<<<< HEAD:example/13_pool2d_fwd/README.md
# Instructions for ```pool2d_fwd``` Example
=======
# Instructions for ```grouped_gemm_xdl``` 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 ```pool2d_fwd```
=======
## Build ```grouped_gemm_xdl``` ## Build ```grouped_gemm_xdl```
>>>>>>> 17f80fcf4bb6e6e17f26ec1550aa194b962c50d7:example/14_grouped_gemm/README.md
```bash ```bash
mkdir build && cd build mkdir build && cd build
``` ```
...@@ -38,41 +30,19 @@ cmake \ ...@@ -38,41 +30,19 @@ cmake \
``` ```
```bash ```bash
<<<<<<< HEAD:example/13_pool2d_fwd/README.md
make -j pool2d_fwd
```
## Run ```pool2d_fwd```
=======
make -j example_grouped_gemm_xdl_fp16 make -j example_grouped_gemm_xdl_fp16
``` ```
## Run ```grouped_gemm_xdl``` ## Run ```grouped_gemm_xdl```
>>>>>>> 17f80fcf4bb6e6e17f26ec1550aa194b962c50d7:example/14_grouped_gemm/README.md
```bash ```bash
#arg1: verification (0=no, 1=yes) #arg1: verification (0=no, 1=yes)
#arg2: initialization (0=no init, 1=integer value, 2=decimal value) #arg2: initialization (0=no init, 1=integer value, 2=decimal value)
#arg3: run kernel # of times (>1) #arg3: run kernel # of times (>1)
<<<<<<< HEAD:example/13_pool2d_fwd/README.md
#arg4 to 15: N, C, Y, X, Hi, Wi, Sy, Sx, LeftPy, LeftPx, RightPy, RightPx
./example/pool2d_fwd 1 1 10
=======
./bin/example_grouped_gemm_xdl_fp16 0 1 5 ./bin/example_grouped_gemm_xdl_fp16 0 1 5
>>>>>>> 17f80fcf4bb6e6e17f26ec1550aa194b962c50d7:example/14_grouped_gemm/README.md
``` ```
Result Result (MI100 @ 1087Mhz, 133.5TFlops peak FP16)
``` ```
<<<<<<< HEAD:example/13_pool2d_fwd/README.md
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
Start running 10 times...
Perf: 0.415453 ms, 1.37996 TFlops, 749.726 GB/s
error: 0
max_diff: 0, 1, 1
=======
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} 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}
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[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[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}
...@@ -85,5 +55,4 @@ launch_and_time_kernel: grid_dim {30, 1, 1}, block_dim {256, 1, 1} ...@@ -85,5 +55,4 @@ launch_and_time_kernel: grid_dim {30, 1, 1}, block_dim {256, 1, 1}
Warm up Warm up
Start running 5 times... Start running 5 times...
Perf: 0.037887 ms, 11.0706 TFlops, 90.8132 GB/s, DeviceGroupedGemmXdl<256, 256, 128, 4, 8, 32, 32, 4, 2> Perf: 0.037887 ms, 11.0706 TFlops, 90.8132 GB/s, DeviceGroupedGemmXdl<256, 256, 128, 4, 8, 32, 32, 4, 2>
>>>>>>> 17f80fcf4bb6e6e17f26ec1550aa194b962c50d7:example/14_grouped_gemm/README.md
``` ```
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