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hub / github.com/DeepRec-AI/DeepRec / PerfMemory

Function PerfMemory

tensorflow/core/kernels/embedding_variable_memory_test.cc:19–43  ·  view source on GitHub ↗

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17namespace tensorflow {
18namespace embedding {
19float PerfMemory(Tensor& default_value,
20 const std::vector<int64>& id_list,
21 int value_size, int64 default_value_dim,
22 int64 filter_freq = 0, int64 steps_to_live = 0,
23 int64 record_freq = false) {
24 auto ev = CreateEmbeddingVar(value_size, default_value,
25 default_value_dim, filter_freq,
26 steps_to_live, -1.0,
27 embedding::StorageType::DRAM,
28 {1024, 1024, 1024, 1024},
29 record_freq);
30 void* value_ptr = nullptr;
31 bool is_filter = false;
32 double start_mem, end_mem;
33 start_mem = getResident() * getpagesize();
34 for (int i = 0; i < id_list.size(); i++) {
35 ev->LookupOrCreateKey(id_list[i], &value_ptr, &is_filter, false);
36 if (is_filter)
37 ev->flat(value_ptr);
38 }
39 end_mem = getResident() * getpagesize();
40 double used_mb = (end_mem - start_mem)/1000000;
41 LOG(INFO)<<"[TestMemory]Use Memory: "<<used_mb;
42 return used_mb;
43}
44
45TEST(EmbeddingVariabelMemoryTest, TestMemory) {
46 int value_size = 32;

Callers 1

TESTFunction · 0.85

Calls 5

CreateEmbeddingVarFunction · 0.85
getResidentFunction · 0.70
sizeMethod · 0.45
LookupOrCreateKeyMethod · 0.45
flatMethod · 0.45

Tested by

no test coverage detected