leaky_relu and hardshrink add checkpoint for behavior changed (#26802)

paddle/fluid/operators/activation_op.cc

@@ -20,6 +20,7 @@ limitations under the License. */
 #include <unordered_map>
 #include <vector>
 
+#include "paddle/fluid/framework/op_version_registry.h"
 #include "paddle/fluid/operators/common_infer_shape_functions.h"
 #include "paddle/fluid/operators/mkldnn/mkldnn_activation_op.h"
 #include "paddle/fluid/platform/port.h"
@@ -1231,3 +1232,24 @@ REGISTER_OP_CPU_KERNEL(
     ops::ActivationGradKernel<paddle::platform::CPUDeviceContext,
                               ops::AbsGradFunctor<int64_t>>);
 /* ========================================================================== */
+
+/* ==========================  register checkpoint ===========================*/
+REGISTER_OP_VERSION(leaky_relu)
+    .AddCheckpoint(
+        R"ROC(fix leaky_relu, bahavior changed when alpha < 0 or alpha > 1)ROC",
+        paddle::framework::compatible::OpVersionDesc()
+            .BugfixWithBehaviorChanged(
+                "leaky_relu calculate formula before checkponit: out = max(x, "
+                "alpha * x); after checkpoint: out = x if x > 0 else alpha * "
+                "x"));
+
+REGISTER_OP_VERSION(hard_shrink)
+    .AddCheckpoint(
+        R"ROC(fix hard_shrink, bahavior changed when threshold<0)ROC",
+        paddle::framework::compatible::OpVersionDesc()
+            .BugfixWithBehaviorChanged(
+                "hard_shrink calculate formula before checkponit: out = x * "
+                "((x < -threshold) + (x > threshold)); after checkpoint: out = "
+                "x * (((x < -threshold) + (x > threshold)) > 0)"));
+
+/* ========================================================================== */