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* Do not hardcode stride * devicePool2DFwd Inherit devicePool3DFwd * Move instance declaration out of common * Add dilation * use the pool3d rank, because pool2d inherit pooo3d * calculate Do Ho Wo for the dilation * Fix header name * Modify ckProfiler * Remove pool2d instance * Remove pool2d in profiler * Remove pool2d and add dilation * In to client example, this commit revise following: 1. Add dilation. 2. Use pool3d to implement pool2d * Refine naming and IsSupportedArgument() * Add dilation to maxpool bwd example * clang format * 1. Remove useless header 2. Fix copyright 3. Refine naming * Add layout parameter to pool fwd * clang format * Fix merge error * Fix compile error * Remove layout parameter in derived class * Refine changlog * Fix compile error * Fix compiler error * Add layout to external api and profiler
Instructions for example_pool2d_fwd Examples
Run example_pool2d_fwd_fp16
#arg1: verification (0=no, 1=yes)
#arg2: initialization (0=no init, 1=single integer value, 2=scope integer value, 3=decimal value)
#arg3: time kernel (0=no, 1=yes)
#arg4 to 15: N, C, Y, X, Hi, Wi, Sy, Sx, LeftPy, LeftPx, RightPy, RightPx
./bin/example_pool2d_fwd_fp16 1 1 1
Result
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 1 time
Start running 10 times...
Perf: 0.397436 ms, 1.44252 TFlops, 783.713 GB/s
Run example_pool2d_fwd_fp32
#arg1: verification (0=no, 1=yes)
#arg2: initialization (0=no init, 1=single integer value, 2=scope integer value, 3=decimal value)
#arg3: time kernel (0=no, 1=yes)
#arg4 to 15: N, C, Y, X, Hi, Wi, Sy, Sx, LeftPy, LeftPx, RightPy, RightPx
./bin/example_pool2d_fwd_fp32 1 1 1
Result
./bin/example_pool2d_fwd_fp32 1 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 1 time
Start running 10 times...
Perf: 1.01823 ms, 0.563045 TFlops, 611.8 GB/s