Add local cache of double buffer reader#9535
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JiayiFeng merged 9 commits intoPaddlePaddle:developfrom Apr 2, 2018
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wangkuiyi
reviewed
Mar 31, 2018
| void DoubleBufferReader::PrefetchThreadFunc() { | ||
| VLOG(5) << "A new prefetch thread starts."; | ||
| size_t gpu_ctx_offset = 0; | ||
| std::vector<std::vector<framework::LoDTensor>> cpu_tensor_cache(4); |
Collaborator
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Why is the size of the outer vector 4? It seems empirical. Should we have
const int kEmpiricalCacheSize = 4;
std::vector<std::vector<framework::LoDTensor>> gpu_tensor_cache(kEmpiricalCacheSize);| reader_->ReadNext(&batch.payloads_); | ||
| if (platform::is_gpu_place(place_)) { | ||
| std::vector<framework::LoDTensor> gpu_batch; | ||
| tensor_cache_id %= 4; |
Collaborator
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It seems that here we need 4 because of the above 4.
| tensor_cache_id %= 4; | ||
| auto& gpu_batch = gpu_tensor_cache[tensor_cache_id]; | ||
| auto& cpu_batch = cpu_tensor_cache[tensor_cache_id]; | ||
| cpu_batch = batch.payloads_; |
Collaborator
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I am a little lost here -- it seems that L159 and L160 can be merged into a single line:
auto& cpu_batch = batch.payloads_;Am I wrong?
Collaborator
|
I have just updated this PR. Did some code clean. Maybe you could take a look at it. Thanks! @wangkuiyi |
chengduoZH
reviewed
Apr 2, 2018
| }; | ||
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| bool DoubleBufferReader::HasNext() const { | ||
| while (!channel_->IsClosed() && !channel_->CanReceive()) { |
Contributor
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Maybe it will be better to use semaphore here. Or add TODO.
chengduoZH
approved these changes
Apr 2, 2018
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