Zha0q1 commented on a change in pull request #19015:
URL: https://github.com/apache/incubator-mxnet/pull/19015#discussion_r478557832
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File path: src/operator/numpy/np_nonzero_op-inl.h
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@@ -43,6 +43,25 @@ namespace mxnet {
namespace op {
struct NonzeroForwardKernel {
+ // this is for cpu
+ template<int ndim>
+ MSHADOW_XINLINE static void Map(index_t i,
+ int64_t* out,
+ const index_t* idx,
+ const mshadow::Shape<ndim> shape) {
+ index_t prev = (i == 0) ? 0 : idx[i - 1];
+ index_t curr = idx[i];
+ if (prev != curr) {
+ mshadow::Shape<ndim> coord = mxnet_op::unravel<ndim>(i, shape);
+ for (int j = 0; j < ndim; j++) {
+ out[prev * ndim + j] = coord[j];
+ }
+ }
+ }
+};
+
+struct NonzeroForwardKernelGPU {
+ // for gpu implementation because it does not support int 64 indexing
Review comment:
In our code the cub function is called here:
https://github.com/apache/incubator-mxnet/blob/master/src/operator/numpy/np_nonzero_op.cu#L71
You can also refer to https://github.com/apache/incubator-mxnet/issues/19020
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