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https://github.com/ROCm/composable_kernel.git
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1f543bfa79
* Remove template from Reducton operation classes and add template to their operator() and GetIdentityValue() interfaces * Change to unary elementwise operators and the reduce_unary_operator (class for mapping) and dependent variations in all host layers * Remove the data type template parameter from reduce_binary_operator (class for mapping) and dependent variations in host layers * Add InMemoryDataOperatonSupportedOnDataType to check the matching between data type and InMemoryDataOperation * Use struct-scope operator template instantiation for binary and unary element-wise operations * Change a few more elementwise operations to use template for operator() * Tiny correction in Normalize operator * Add static_assert to check the data type appliability for some reduction accumulator and element-wise operatons * Correction in some examples with regard to using ReduceAccDataType * Use static_assert for UnaryDivide * Update to merged codes to use Element-wise operations and Reduction Accumulator operations correctly * Tiny fix with regard to SetWorkSpacePointer()
Instructions for example_reduce_blockwise
Run example_reduce_blockwise
# -D <xxx> : input 4-d tensor lengths
# -v <x> : verification (0=no, 1=yes)
#arg1: initialization (0=no init, 1=single integer value, 2=scope integer value, 3=decimal value)
#arg2: time kernel (0=no, 1=yes)
./bin/example_reduce_blockwise -D 16,64,32,960 -v 1 1 1
Result
./bin/example_reduce_blockwise -D 16,64,32,960 -v 1 1 1
launch_and_time_kernel: grid_dim {240, 1, 1}, block_dim {256, 1, 1}
Warm up 1 time
Start running 10 times...
Perf: 0.282592 ms, 222.641 GB/s, DeviceReduceBlockWise<256,M_C4_S1,K_C64_S1,InSrcVectorDim_0_InSrcVectorSize_1_OutDstVectorSize_1>
Instructions for example_reduce_blockwise_two_call
Run example_reduce_blockwise_two_call
#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)
./bin/example_reduce_blockwise_two_call 1 2 1
Result
./bin/example_reduce_blockwise_two_call 1 2 1 launch_and_time_kernel: grid_dim {204800, 1, 1}, block_dim {256, 1, 1} Warm up 1 time Start running 10 times... launch_and_time_kernel: grid_dim {6400, 1, 1}, block_dim {256, 1, 1} Warm up 1 time Start running 10 times... Perf: 2.1791 ms, 771.42 GB/s, DeviceReduceBlockWise<256,M_C32_S1,K_C8_S1,InSrcVectorDim_1_InSrcVectorSize_1_OutDstVectorSize_1> => DeviceReduceBlockWise<256,M_C256_S1,K_C1_S1,InSrcVectorDim_1_InSrcVectorSize_1_OutDstVectorSize_1>