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From GitBox <...@apache.org>
Subject [GitHub] [incubator-tvm] junrushao1994 commented on a change in pull request #5782: [topi] fix strategy for sparse dense cuda
Date Thu, 11 Jun 2020 23:49:07 GMT

junrushao1994 commented on a change in pull request #5782:
URL: https://github.com/apache/incubator-tvm/pull/5782#discussion_r439130050



##########
File path: python/tvm/relay/op/strategy/generic.py
##########
@@ -599,12 +599,30 @@ def batch_matmul_strategy(attrs, inputs, out_type, target):
                                 name="batch_matmul.generic")
     return strategy
 
-# sparse_dense
-@generic_func
-def schedule_sparse_dense(attrs, outs, target):
-    """schedule sparse_dense"""
-    with target:
-        return topi.generic.schedule_sparse_dense(outs)
+# sparse dense
+def wrap_compute_sparse_dense(topi_compute):
+    """wrap sparse dense topi compute"""
+    def _compute_sparse_dense(attrs, inputs, out_type):
+        return [topi_compute(inputs[0], inputs[1], inputs[2], inputs[3])]
+    return _compute_sparse_dense
+
+@override_native_generic_func("sparse_dense_strategy")
+def sparse_dense_strategy(attrs, inputs, out_type, target):
+    """sparse dense generic strategy"""
+    logger.warning("sparse dense is not optimized for this platform.")
+    strategy = _op.OpStrategy()
+    strategy.add_implementation(wrap_compute_sparse_dense(topi.nn.sparse_dense),
+                                wrap_topi_schedule(topi.generic.schedule_sparse_dense),
+                                name="sparse_dense.generic")
+    return strategy
+
+
+# # sparse_dense

Review comment:
       remove those lines?




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