017ff94d15df85ea8476f8ad3ce234470072ae84,python/tvm/relay/op/nn/_nn.py,,,#,838

Before Change


    return [-topi.sum(topi.log(x) * y) / x.shape[0]]


reg.register_reduce_schedule("nn.cross_entropy")
reg.register_pattern("nn.cross_entropy", OpPattern.OPAQUE)


// dilate

After Change




// bitserial_dense
reg.register_strategy("nn.bitserial_dense", strategy.bitserial_dense_strategy)
reg.register_pattern("nn.bitserial_dense", reg.OpPattern.OUT_ELEMWISE_FUSABLE)


// cross_entropy
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 7

Non-data size: 5

Instances


Project Name: apache/incubator-tvm
Commit Name: 017ff94d15df85ea8476f8ad3ce234470072ae84
Time: 2021-03-11
Author: anshuman.t@huawei.com
File Name: python/tvm/relay/op/nn/_nn.py
Class Name:
Method Name:


Project Name: apache/incubator-tvm
Commit Name: fe761964029b1094b00925fe577bc8bf5f9f2d66
Time: 2020-07-23
Author: siyuanli.s.c@gmail.com
File Name: python/tvm/relay/op/nn/_nn.py
Class Name:
Method Name:


Project Name: apache/incubator-tvm
Commit Name: 02eb18332a4f9b9491da0d4e8ed01c49fec2ac5e
Time: 2020-04-05
Author: jwfromm@uw.edu
File Name: python/tvm/relay/op/nn/_nn.py
Class Name:
Method Name:


Project Name: apache/incubator-tvm
Commit Name: e2fb5039a2472403f2f6dfd65ac6b94de6758271
Time: 2020-06-11
Author: siju.samuel@huawei.com
File Name: python/tvm/relay/op/nn/_nn.py
Class Name:
Method Name:


Project Name: apache/incubator-tvm
Commit Name: 6d0351a7f0e23eb5428c59a976edd2bfb8207c0d
Time: 2020-10-09
Author: tristan.konolige@gmail.com
File Name: python/tvm/relay/op/nn/_nn.py
Class Name:
Method Name:


Project Name: apache/incubator-tvm
Commit Name: b94e8b7290c5ced98728e730634ec73727c53c51
Time: 2020-06-22
Author: giuseppe.rossini@arm.com
File Name: python/tvm/relay/op/nn/_nn.py
Class Name:
Method Name:


Project Name: apache/incubator-tvm
Commit Name: 68b7e7147fff8960754e4a3a788fd2474749d121
Time: 2021-02-09
Author: kevinthesunwy@gmail.com
File Name: python/tvm/relay/op/nn/_nn.py
Class Name:
Method Name: