diff --git a/src/ocl/dropoutocl.cpp b/src/ocl/dropoutocl.cpp
index 29f99fa737..2c3f0c025f 100644
--- a/src/ocl/dropoutocl.cpp
+++ b/src/ocl/dropoutocl.cpp
@@ -271,23 +271,16 @@ void DropoutDescriptor::DropoutForward(const Handle& handle,
     std::string kernel_name  = "DropoutForward";
 
     std::string network_config =
-        "fwd-" + std::string(xDesc.GetType() == miopenHalf ? "fp16-" : "fp32-") + "dim" +
-        std::to_string(in_len[0]) + "x" + std::to_string(in_len[1]) + "x" +
-        std::to_string(in_len[2]) + "x" + std::to_string(in_len[3]) + "x" +
-        std::to_string(in_len[4]) + "-xstr" + std::to_string(in_str[0]) + "x" +
-        std::to_string(in_str[1]) + "x" + std::to_string(in_str[2]) + "x" +
-        std::to_string(in_str[3]) + "x" + std::to_string(in_str[4]) + "-ystr" +
-        std::to_string(out_str[0]) + "x" + std::to_string(out_str[1]) + "x" +
-        std::to_string(out_str[2]) + "x" + std::to_string(out_str[3]) + "x" +
-        std::to_string(out_str[4]) + "-dropout" + std::to_string(dropout) + "-seed" +
+        "fwd-" + std::string(xDesc.GetType() == miopenHalf ? "fp16-" : "fp32-") + "-seed" +
         std::to_string(seed) + "-rng" + std::to_string(rng_mode) + "-rsvsp" +
         std::to_string(static_cast<int>(use_rsvsp)) + "-mask" +
         std::to_string(static_cast<int>(use_mask)) + "-evo" +
         std::to_string(static_cast<int>(state_evo)) + "-blk" + std::to_string(RD_BLCK) + "-wg" +
-        std::to_string(wk_grp_num) + "-noise" + std::to_string(noise_shape.GetLengths()[0]);
+        std::to_string(wk_grp_num) /* + "-noise" + std::to_string(noise_shape.GetLengths()[0])*/;
 
-    for(int i = 1; i < noise_shape.GetSize(); i++)
-        network_config += "x" + std::to_string(noise_shape.GetLengths()[i]);
+    // TODO: Add noise shape
+    // for(int i = 1; i < noise_shape.GetSize(); i++)
+    //    network_config += "x" + std::to_string(noise_shape.GetLengths()[i]);
 
     auto&& kernels = handle.GetKernels(kernel_name, network_config);
 
@@ -482,23 +475,15 @@ void DropoutDescriptor::DropoutBackward(const Handle& handle,
     std::string kernel_name  = "DropoutBackward";
 
     std::string network_config =
-        "bwd-" + std::string(dyDesc.GetType() == miopenHalf ? "fp16-" : "fp32-") + "dim" +
-        std::to_string(in_len[0]) + "x" + std::to_string(in_len[1]) + "x" +
-        std::to_string(in_len[2]) + "x" + std::to_string(in_len[3]) + "x" +
-        std::to_string(in_len[4]) + "-xstr" + std::to_string(in_str[0]) + "x" +
-        std::to_string(in_str[1]) + "x" + std::to_string(in_str[2]) + "x" +
-        std::to_string(in_str[3]) + "x" + std::to_string(in_str[4]) + "-ystr" +
-        std::to_string(out_str[0]) + "x" + std::to_string(out_str[1]) + "x" +
-        std::to_string(out_str[2]) + "x" + std::to_string(out_str[3]) + "x" +
-        std::to_string(out_str[4]) + "-dropout" + std::to_string(dropout) + "-seed" +
+        "bwd-" + std::string(dyDesc.GetType() == miopenHalf ? "fp16-" : "fp32-") + "-seed" +
         std::to_string(seed) + "-rng" + std::to_string(rng_mode) + "-prng" +
-        std::to_string(static_cast<int>(use_prng)) + "-mask" +
-        std::to_string(static_cast<int>(use_mask)) + "-evo" +
+        std::to_string(static_cast<int>(use_prng)) + "-evo" +
         std::to_string(static_cast<int>(state_evo)) + "-blk" + std::to_string(RD_BLCK) + "-wg" +
-        std::to_string(wk_grp_num) + "-noise" + std::to_string(noise_shape.GetLengths()[0]);
+        std::to_string(wk_grp_num) /* + "-noise" + std::to_string(noise_shape.GetLengths()[0]) */;
 
-    for(int i = 1; i < noise_shape.GetSize(); i++)
-        network_config += "x" + std::to_string(noise_shape.GetLengths()[i]);
+    // TODO: Add noise shape
+    // for(int i = 1; i < noise_shape.GetSize(); i++)
+    //    network_config += "x" + std::to_string(noise_shape.GetLengths()[i]);
 
     auto&& kernels = handle.GetKernels(kernel_name, network_config);