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new 37329bf8c3 [BugFix] Fix the error of reloading the model library on
the ROCm platform: "MIOpen Error: No invoker was registered for convolution
forward.” (#16190)
37329bf8c3 is described below
commit 37329bf8c3a337b112fe37ced47cd7a2cb74d936
Author: Liangxijun-1001 <[email protected]>
AuthorDate: Tue Dec 5 14:43:27 2023 +0800
[BugFix] Fix the error of reloading the model library on the ROCm platform:
"MIOpen Error: No invoker was registered for convolution forward.” (#16190)
[ROCm BugFix] Fix the error of reloading the model library on the ROCm
platform: MIOpen Error: No invoker was registered for convolution forward.
Signed-off-by: Liangxijun-1001 <[email protected]>
Co-authored-by: Liangxijun-1001 <[email protected]>
---
src/runtime/contrib/miopen/conv_forward.cc | 21 +++++++++++++++++++++
1 file changed, 21 insertions(+)
diff --git a/src/runtime/contrib/miopen/conv_forward.cc
b/src/runtime/contrib/miopen/conv_forward.cc
index 139801feef..e1d6eb6197 100644
--- a/src/runtime/contrib/miopen/conv_forward.cc
+++ b/src/runtime/contrib/miopen/conv_forward.cc
@@ -189,8 +189,29 @@ TVM_REGISTER_GLOBAL("tvm.contrib.miopen.conv2d.forward")
entry_ptr->conv_entry.data_type,
y->shape[0],
y->shape[1], y->shape[2],
y->shape[3]));
+ // Set workspace
+ size_t workspace_size = 0;
+ MIOPEN_CALL(miopenConvolutionForwardGetWorkSpaceSize(
+ entry_ptr->handle, entry_ptr->conv_entry.filter_desc,
entry_ptr->conv_entry.input_desc,
+ entry_ptr->conv_entry.conv_desc, entry_ptr->conv_entry.output_desc,
&workspace_size));
+ entry_ptr->conv_entry.UpdateWorkspace(workspace_size);
+
const float alpha = 1.f;
const float beta = 0.f;
+
+ const int request_algo_count = 4;
+ const bool exhaustive_search = true;
+ void* workspace = entry_ptr->conv_entry.workspace;
+ if (workspace_size == 0) workspace = nullptr;
+ int returned_algo_count = 0;
+ miopenConvAlgoPerf_t perfs[4];
+
+ MIOPEN_CALL(miopenFindConvolutionForwardAlgorithm(
+ entry_ptr->handle, entry_ptr->conv_entry.input_desc, x->data,
+ entry_ptr->conv_entry.filter_desc, w->data,
entry_ptr->conv_entry.conv_desc,
+ entry_ptr->conv_entry.output_desc, y->data, request_algo_count,
&returned_algo_count,
+ perfs, workspace, workspace_size, exhaustive_search));
+
MIOPEN_CALL(miopenConvolutionForward(
entry_ptr->handle, &alpha, entry_ptr->conv_entry.input_desc, x->data,
entry_ptr->conv_entry.filter_desc, w->data,
entry_ptr->conv_entry.conv_desc,
