forked from mindspore-Ecosystem/mindspore
fix topk help 4096
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57899791d3
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8fb7d11ecb
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@ -26,15 +26,13 @@
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#include "runtime/device/kernel_info.h"
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#include "utils/ms_context.h"
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namespace mindspore {
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namespace opt {
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namespace mindspore::opt {
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constexpr size_t kFloat16Len = 2; // size of float16;
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constexpr size_t kTopkIndexK = 1;
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namespace {
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tensor::TensorPtr CreateTensor(const AnfNodePtr &node) {
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tensor::TensorPtr CreateTensor() {
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// 1 create tensor
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auto shape = AnfAlgo::GetPrevNodeOutputInferShape(node, 0);
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auto last_dim = shape[shape.size() - 1];
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const size_t last_dim = 4096;
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std::vector<int64_t> indices_shape = {SizeToLong(last_dim * 2)};
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TensorTypePtr tensor_type = std::make_shared<TensorType>(kFloat16);
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MS_EXCEPTION_IF_NULL(tensor_type);
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@ -63,8 +61,8 @@ tensor::TensorPtr CreateTensor(const AnfNodePtr &node) {
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return indices_tensor;
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}
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ValueNodePtr CreateValueNode(const AnfNodePtr &node) {
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tensor::TensorPtr indices_tensor = CreateTensor(node);
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ValueNodePtr CreateValueNode() {
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tensor::TensorPtr indices_tensor = CreateTensor();
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MS_EXCEPTION_IF_NULL(indices_tensor);
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auto indices_const = std::make_shared<ValueNode>(indices_tensor);
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MS_EXCEPTION_IF_NULL(indices_const);
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@ -159,14 +157,14 @@ const AnfNodePtr TopKSplit::Process(const FuncGraphPtr &func_graph, const AnfNod
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MS_EXCEPTION_IF_NULL(value);
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auto tensor = value->cast<tensor::TensorPtr>();
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MS_EXCEPTION_IF_NULL(tensor);
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int32_t *data = reinterpret_cast<int32_t *>(tensor->data_c());
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auto *data = reinterpret_cast<int32_t *>(tensor->data_c());
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MS_EXCEPTION_IF_NULL(data);
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auto new_value_node = std::make_shared<ValueNode>(MakeValue(*data));
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new_cnode->set_input(kTopkIndexK + 1, new_value_node);
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std::unordered_set<size_t> attr_index{kTopkIndexK};
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ConstInputToAttr(new_cnode, attr_index);
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auto indices_const = CreateValueNode(new_cnode);
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auto indices_const = CreateValueNode();
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new_cnode->add_input(indices_const);
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MS_EXCEPTION_IF_NULL(supported_checker_);
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if (!supported_checker_->CheckAICoreSupported(new_cnode, CreateKernelBuildInfo())) {
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@ -181,5 +179,4 @@ const AnfNodePtr TopKSplit::Process(const FuncGraphPtr &func_graph, const AnfNod
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return new_cnode;
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}
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} // namespace opt
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} // namespace mindspore
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} // namespace mindspore::opt
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@ -89,7 +89,7 @@ TEST_F(TestHWTopKSplit, test_topk_split) {
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EXPECT_TRUE(value_node->value()->isa<tensor::Tensor>());
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auto tensor = value_node->value()->cast<tensor::TensorPtr>();
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EXPECT_EQ(tensor->shape().size(), 1);
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EXPECT_EQ(tensor->shape()[0], 8);
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EXPECT_EQ(tensor->shape()[0], 4096*2);
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}
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TEST_F(TestHWTopKSplit, test_topk_no_split) {
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