0833b07b41499060d3968a84085979e4fccb8989,topi/python/topi/x86/tensor_intrin.py,,dot_16x1x16_uint8_int8_int32_skylake,#,36

Before Change


        // body, reset, update
        return _instr(0), _instr(1), _instr(2)

    with tvm.target.build_config(offset_factor=1, partition_const_loop=True):
        return te.decl_tensor_intrin(C.op, _intrin_func, binds={data:a_buffer, kernel:b_buffer})


def dot_16x1x16_uint8_int8_int16():
    
    Int8 dot product by every 2 elements using AVX512 Skylake instructions.
    This function takes two arrays of uint8 and int8 datatype -- data[2] and

After Change


        // body, reset, update
        return _instr(0), _instr(1), _instr(2)

    buffer_params = {"offset_factor" : 1}
    return te.decl_tensor_intrin(
        C.op, _intrin_func, binds={data:a_buffer, kernel:b_buffer},
        default_buffer_params=buffer_params)


def dot_16x1x16_uint8_int8_int16():
    
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 5

Non-data size: 7

Instances


Project Name: apache/incubator-tvm
Commit Name: 0833b07b41499060d3968a84085979e4fccb8989
Time: 2020-05-23
Author: tqchen@users.noreply.github.com
File Name: topi/python/topi/x86/tensor_intrin.py
Class Name:
Method Name: dot_16x1x16_uint8_int8_int32_skylake


Project Name: apache/incubator-tvm
Commit Name: b2640260cd06e9e48c4713407e60218f66e337c4
Time: 2020-05-25
Author: tqchen@users.noreply.github.com
File Name: topi/python/topi/arm_cpu/bitserial_conv2d.py
Class Name:
Method Name: _intrin_popcount


Project Name: apache/incubator-tvm
Commit Name: b2640260cd06e9e48c4713407e60218f66e337c4
Time: 2020-05-25
Author: tqchen@users.noreply.github.com
File Name: topi/python/topi/arm_cpu/tensor_intrin.py
Class Name:
Method Name: dot_int8_int8_int32


Project Name: apache/incubator-tvm
Commit Name: 0833b07b41499060d3968a84085979e4fccb8989
Time: 2020-05-23
Author: tqchen@users.noreply.github.com
File Name: topi/python/topi/x86/tensor_intrin.py
Class Name:
Method Name: dot_16x1x16_uint8_int8_int32_cascadelake


Project Name: apache/incubator-tvm
Commit Name: 0833b07b41499060d3968a84085979e4fccb8989
Time: 2020-05-23
Author: tqchen@users.noreply.github.com
File Name: topi/python/topi/x86/tensor_intrin.py
Class Name:
Method Name: dot_16x1x16_uint8_int8_int16