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PoC: add Qualcomm mobile SoC native backend for GGML --- step3
build code skeleton of stage-2 of PoC:#121
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| /* | ||
| * Copyright (c) 2024- KanTV Authors | ||
| * | ||
| * this is source file of Qualcomm mobile SoC native backend for GGML(https://github.com/ggerganov/ggml) | ||
| * | ||
| * this clean-room implementation is for | ||
| * | ||
| * PoC#121:Add Qualcomm mobile SoC native backend for GGML(https://github.com/zhouwg/kantv/issues/121) in Project KanTV | ||
| * | ||
| * Licensed under the Apache License, Version 2.0 (the "License"); | ||
| * you may not use this file except in compliance with the License. | ||
| * You may obtain a copy of the License at | ||
| * | ||
| * http://www.apache.org/licenses/LICENSE-2.0 | ||
| * | ||
| * Unless required by applicable law or agreed to in writing, software | ||
| * distributed under the License is distributed on an "AS IS" BASIS, | ||
| * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| * See the License for the specific language governing permissions and | ||
| * limitations under the License. | ||
| * | ||
| * The above statement and notice must be included in corresponding files in derived project | ||
| */ | ||
| #include <stdio.h> | ||
| #include <stdlib.h> | ||
| #include <stdint.h> | ||
| #include <string.h> | ||
| #include <stddef.h> | ||
| #include <inttypes.h> | ||
| #include <math.h> | ||
| #include <time.h> | ||
| #include <unistd.h> | ||
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| #include <string> | ||
| #include <vector> | ||
| #include <thread> | ||
| #include <mutex> | ||
| #include <map> | ||
| #include <set> | ||
| #include <tuple> | ||
| #include <queue> | ||
| #include <fstream> | ||
| #include <iostream> | ||
| #include <sstream> | ||
| #include <chrono> | ||
| #include <memory> | ||
| #include <regex> | ||
| #include <random> | ||
| #include <functional> | ||
| #include <unordered_map> | ||
| #include <condition_variable> | ||
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| #include "QnnTypes.h" | ||
| #include "QnnCommon.h" | ||
| #include "QnnContext.h" | ||
| #include "QnnBackend.h" | ||
| #include "QnnGraph.h" | ||
| #include "QnnProperty.h" | ||
| #include "QnnSampleAppUtils.hpp" | ||
| #include "QnnTensor.h" | ||
| #include "QnnInterface.h" | ||
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| #include "ggml-qnn.h" | ||
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| #include "ggml-jni.h" //should be remove after finished PoC for purpose of submit to upstream GGML community | ||
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| // ================================================================================================= | ||
| // | ||
| // Qualcomm mobile SoC native backend for GGML | ||
| // | ||
| // ================================================================================================= | ||
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| // ================================================================================================= | ||
| // | ||
| // JNI helper function for PoC#121:Add Qualcomm mobile SoC native backend for GGML(https://github.com/zhouwg/kantv/issues/121) | ||
| // should move into ggml-jni-impl.cpp in the future | ||
| // | ||
| // ================================================================================================= | ||
| //TODO: | ||
| // https://github.com/zhouwg/kantv/issues/121 | ||
| // PoC-S25: mapping ggml_tensor to QNN_tensor | ||
| int qnn_matrix(int n_backend_type, int n_op_type) { | ||
| LOGGD("enter qnn_matrix\n"); | ||
| LOGGV("[%s], op type:%d\n", __func__, n_op_type); | ||
| GGML_JNI_NOTIFY("[%s], backend_type:%d, op type:%d\n", __func__, n_backend_type, n_op_type); | ||
| LOGGD("leave qnn_matrix\n"); | ||
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| return 0; | ||
| } | ||
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| //TODO: | ||
| // https://github.com/zhouwg/kantv/issues/121 | ||
| // PoC-S26: offload a simple GGML matrix manipulation | ||
| int qnn_ggml(int n_backend_type, int n_ggml_op_type) { | ||
| LOGGD("enter qnn_ggml\n"); | ||
| LOGGV("op type:%d\n", n_ggml_op_type); | ||
| GGML_JNI_NOTIFY("[%s], backend_type:%d, ggml op type:%d\n", __func__, n_backend_type, n_ggml_op_type); | ||
| LOGGD("leave qnn_ggml\n"); | ||
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| return 0; | ||
| } |
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