Static llm pipeline dynamic shape model #1240
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category: LLM
dmatveev
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Nov 25, 2024
src/cpp/src/llm_pipeline_static.cpp
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| int64_t position_ids_data = prompt_len -1; | ||
| std::vector<int64_t> attention_mask_data(1, prompt_len); | ||
| int64_t position_ids_data = prompt_len - 1; | ||
| std::vector<int64_t> attention_mask_data(prompt_len - 1, 1); |
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| @@ -10,7 +10,7 @@ int main(int argc, char* argv[]) try { | |||
| std::string prompt; | |||
| std::string models_path = argv[1]; | |||
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| std::string device = "CPU"; // GPU, NPU can be used as well | |||
| std::string device = "NPU"; // GPU, NPU can be used as well | |||
There was a problem hiding this comment.
I believe the default device should remain CPU
| @@ -472,7 +480,7 @@ std::optional<NPUDesc> extract_npu_descriptor(ov::Core& core) { | |||
| ov::AnyMap get_baseline_common_config() { | |||
| ov::AnyMap config = { | |||
| { "NPU_COMPILATION_MODE_PARAMS", "compute-layers-with-higher-precision=Sqrt,Power,ReduceMean,Add_RMSNorm" }, | |||
| { "NPUW_DEVICES", "NPU" }, | |||
| { "NPUW_DEVICES", "NPU,CPU" }, | |||
| } | ||
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| ov::genai::TokenizedInputs tokenized_input; | ||
| //if (m_is_chat_conversation) { |
| DecodedResults decoded_results = {m_tokenizer.decode(encoded_results.tokens), encoded_results.scores}; | ||
| auto decode_stop_time = std::chrono::steady_clock::now(); | ||
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| //if (m_is_chat_conversation) { |
| } | ||
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| template <typename T> | ||
| void print_tensor(ov::Tensor t) { |
| const ov::genai::Tokenizer& tokenizer, | ||
| const std::string& device, | ||
| const ov::AnyMap& config) { | ||
| //return std::make_unique<StaticLLMPipeline>(models_path, tokenizer, device, config); |
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