feat: 切换后端至PaddleOCR-NCNN，切换工程为CMake
1.项目后端整体迁移至PaddleOCR-NCNN算法，已通过基本的兼容性测试 2.工程改为使用CMake组织，后续为了更好地兼容第三方库，不再提供QMake工程 3.重整权利声明文件，重整代码工程，确保最小化侵权风险 Log: 切换后端至PaddleOCR-NCNN，切换工程为CMake Change-Id: I4d5d2c5d37505a4a24b389b1a4c5d12f17bfa38c
This commit is contained in:
wangzhengyang
15
3rdparty/ncnn/benchmark/CMakeLists.txt
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15
3rdparty/ncnn/benchmark/CMakeLists.txt
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if(MSVC)
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# warning C4996: 'fopen': This function or variable may be unsafe. Consider using fopen_s instead. To disable deprecation, use _CRT_SECURE_NO_WARNINGS. See online help for details.
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add_definitions(/wd4996)
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endif()
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add_executable(benchncnn benchncnn.cpp)
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target_link_libraries(benchncnn PRIVATE ncnn)
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if(CMAKE_SYSTEM_NAME STREQUAL "Emscripten")
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target_link_libraries(benchncnn PRIVATE nodefs.js)
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endif()
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# add benchncnn to a virtual project group
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set_property(TARGET benchncnn PROPERTY FOLDER "benchmark")
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3431
3rdparty/ncnn/benchmark/README.md
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3431
3rdparty/ncnn/benchmark/README.md
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File diff suppressed because it is too large
Load Diff
17
3rdparty/ncnn/benchmark/alexnet.param
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17
3rdparty/ncnn/benchmark/alexnet.param
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7767517
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15 15
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Input data 0 1 data -23330=4,3,227,227,3 0=227 1=227 2=3
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Convolution conv1 1 1 data conv1_relu1 -23330=4,3,55,55,96 0=96 1=11 3=4 5=1 6=34848 9=1
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LRN norm1 1 1 conv1_relu1 norm1 -23330=4,3,55,55,96 2=1.000000e-04
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Pooling pool1 1 1 norm1 pool1 -23330=4,3,27,27,96 1=3 2=2
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ConvolutionDepthWise conv2 1 1 pool1 conv2_relu2 -23330=4,3,27,27,256 0=256 1=5 4=2 5=1 6=307200 7=2 9=1
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LRN norm2 1 1 conv2_relu2 norm2 -23330=4,3,27,27,256 2=1.000000e-04
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Pooling pool2 1 1 norm2 pool2 -23330=4,3,13,13,256 1=3 2=2
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Convolution conv3 1 1 pool2 conv3_relu3 -23330=4,3,13,13,384 0=384 1=3 4=1 5=1 6=884736 9=1
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ConvolutionDepthWise conv4 1 1 conv3_relu3 conv4_relu4 -23330=4,3,13,13,384 0=384 1=3 4=1 5=1 6=663552 7=2 9=1
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ConvolutionDepthWise conv5 1 1 conv4_relu4 conv5_relu5 -23330=4,3,13,13,256 0=256 1=3 4=1 5=1 6=442368 7=2 9=1
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Pooling pool5 1 1 conv5_relu5 pool5 -23330=4,3,6,6,256 1=3 2=2
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InnerProduct fc6 1 1 pool5 fc6_drop6 -23330=4,1,4096,1,1 0=4096 1=1 2=37748736 9=1
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InnerProduct fc7 1 1 fc6_drop6 fc7_drop7 -23330=4,1,4096,1,1 0=4096 1=1 2=16777216 9=1
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InnerProduct fc8 1 1 fc7_drop7 fc8 -23330=4,1,1000,1,1 0=1000 1=1 2=4096000
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Softmax prob 1 1 fc8 output -23330=4,1,1000,1,1
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327
3rdparty/ncnn/benchmark/benchncnn.cpp
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3rdparty/ncnn/benchmark/benchncnn.cpp
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// Tencent is pleased to support the open source community by making ncnn available.
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//
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// Copyright (C) 2018 THL A29 Limited, a Tencent company. All rights reserved.
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//
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// Licensed under the BSD 3-Clause License (the "License"); you may not use this file except
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// in compliance with the License. You may obtain a copy of the License at
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//
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// https://opensource.org/licenses/BSD-3-Clause
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//
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// Unless required by applicable law or agreed to in writing, software distributed
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// under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR
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// CONDITIONS OF ANY KIND, either express or implied. See the License for the
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// specific language governing permissions and limitations under the License.
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#include <float.h>
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#include <stdio.h>
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#include <string.h>
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#ifdef _WIN32
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#include <algorithm>
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#include <windows.h> // Sleep()
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#else
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#include <unistd.h> // sleep()
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#endif
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#ifdef __EMSCRIPTEN__
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#include <emscripten.h>
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#endif
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#include "benchmark.h"
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#include "cpu.h"
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#include "datareader.h"
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#include "net.h"
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#include "gpu.h"
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class DataReaderFromEmpty : public ncnn::DataReader
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{
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public:
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virtual int scan(const char* format, void* p) const
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{
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return 0;
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}
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virtual size_t read(void* buf, size_t size) const
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{
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memset(buf, 0, size);
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return size;
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}
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};
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static int g_warmup_loop_count = 8;
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static int g_loop_count = 4;
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static bool g_enable_cooling_down = true;
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static ncnn::UnlockedPoolAllocator g_blob_pool_allocator;
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static ncnn::PoolAllocator g_workspace_pool_allocator;
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#if NCNN_VULKAN
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static ncnn::VulkanDevice* g_vkdev = 0;
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static ncnn::VkAllocator* g_blob_vkallocator = 0;
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static ncnn::VkAllocator* g_staging_vkallocator = 0;
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#endif // NCNN_VULKAN
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void benchmark(const char* comment, const ncnn::Mat& _in, const ncnn::Option& opt)
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{
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ncnn::Mat in = _in;
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in.fill(0.01f);
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g_blob_pool_allocator.clear();
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g_workspace_pool_allocator.clear();
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#if NCNN_VULKAN
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if (opt.use_vulkan_compute)
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{
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g_blob_vkallocator->clear();
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g_staging_vkallocator->clear();
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}
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#endif // NCNN_VULKAN
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ncnn::Net net;
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net.opt = opt;
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#if NCNN_VULKAN
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if (net.opt.use_vulkan_compute)
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{
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net.set_vulkan_device(g_vkdev);
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}
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#endif // NCNN_VULKAN
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#ifdef __EMSCRIPTEN__
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#define MODEL_DIR "/working/"
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#else
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#define MODEL_DIR ""
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#endif
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char parampath[256];
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sprintf(parampath, MODEL_DIR "%s.param", comment);
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net.load_param(parampath);
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DataReaderFromEmpty dr;
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net.load_model(dr);
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const std::vector<const char*>& input_names = net.input_names();
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const std::vector<const char*>& output_names = net.output_names();
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if (g_enable_cooling_down)
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{
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// sleep 10 seconds for cooling down SOC :(
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#ifdef _WIN32
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Sleep(10 * 1000);
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#elif defined(__unix__) || defined(__APPLE__)
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sleep(10);
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#elif _POSIX_TIMERS
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struct timespec ts;
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ts.tv_sec = 10;
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ts.tv_nsec = 0;
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nanosleep(&ts, &ts);
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#else
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// TODO How to handle it ?
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#endif
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}
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ncnn::Mat out;
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// warm up
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for (int i = 0; i < g_warmup_loop_count; i++)
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{
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ncnn::Extractor ex = net.create_extractor();
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ex.input(input_names[0], in);
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ex.extract(output_names[0], out);
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}
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double time_min = DBL_MAX;
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double time_max = -DBL_MAX;
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double time_avg = 0;
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for (int i = 0; i < g_loop_count; i++)
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{
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double start = ncnn::get_current_time();
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{
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ncnn::Extractor ex = net.create_extractor();
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ex.input(input_names[0], in);
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ex.extract(output_names[0], out);
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}
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double end = ncnn::get_current_time();
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double time = end - start;
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time_min = std::min(time_min, time);
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time_max = std::max(time_max, time);
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time_avg += time;
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}
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time_avg /= g_loop_count;
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fprintf(stderr, "%20s min = %7.2f max = %7.2f avg = %7.2f\n", comment, time_min, time_max, time_avg);
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}
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int main(int argc, char** argv)
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{
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int loop_count = 4;
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int num_threads = ncnn::get_cpu_count();
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int powersave = 0;
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int gpu_device = -1;
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int cooling_down = 1;
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if (argc >= 2)
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{
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loop_count = atoi(argv[1]);
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}
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if (argc >= 3)
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{
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num_threads = atoi(argv[2]);
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}
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if (argc >= 4)
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{
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powersave = atoi(argv[3]);
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}
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if (argc >= 5)
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{
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gpu_device = atoi(argv[4]);
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}
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if (argc >= 6)
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{
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cooling_down = atoi(argv[5]);
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}
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#ifdef __EMSCRIPTEN__
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EM_ASM(
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FS.mkdir('/working');
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FS.mount(NODEFS, {root: '.'}, '/working'););
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#endif // __EMSCRIPTEN__
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bool use_vulkan_compute = gpu_device != -1;
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g_enable_cooling_down = cooling_down != 0;
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g_loop_count = loop_count;
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g_blob_pool_allocator.set_size_compare_ratio(0.0f);
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g_workspace_pool_allocator.set_size_compare_ratio(0.5f);
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#if NCNN_VULKAN
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if (use_vulkan_compute)
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{
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g_warmup_loop_count = 10;
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g_vkdev = ncnn::get_gpu_device(gpu_device);
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g_blob_vkallocator = new ncnn::VkBlobAllocator(g_vkdev);
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g_staging_vkallocator = new ncnn::VkStagingAllocator(g_vkdev);
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}
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#endif // NCNN_VULKAN
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// default option
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ncnn::Option opt;
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opt.lightmode = true;
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opt.num_threads = num_threads;
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opt.blob_allocator = &g_blob_pool_allocator;
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opt.workspace_allocator = &g_workspace_pool_allocator;
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#if NCNN_VULKAN
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opt.blob_vkallocator = g_blob_vkallocator;
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opt.workspace_vkallocator = g_blob_vkallocator;
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opt.staging_vkallocator = g_staging_vkallocator;
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#endif // NCNN_VULKAN
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opt.use_winograd_convolution = true;
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opt.use_sgemm_convolution = true;
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opt.use_int8_inference = true;
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opt.use_vulkan_compute = use_vulkan_compute;
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opt.use_fp16_packed = true;
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opt.use_fp16_storage = true;
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opt.use_fp16_arithmetic = true;
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opt.use_int8_storage = true;
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opt.use_int8_arithmetic = true;
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opt.use_packing_layout = true;
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opt.use_shader_pack8 = false;
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opt.use_image_storage = false;
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ncnn::set_cpu_powersave(powersave);
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ncnn::set_omp_dynamic(0);
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ncnn::set_omp_num_threads(num_threads);
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fprintf(stderr, "loop_count = %d\n", g_loop_count);
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fprintf(stderr, "num_threads = %d\n", num_threads);
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fprintf(stderr, "powersave = %d\n", ncnn::get_cpu_powersave());
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fprintf(stderr, "gpu_device = %d\n", gpu_device);
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fprintf(stderr, "cooling_down = %d\n", (int)g_enable_cooling_down);
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// run
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benchmark("squeezenet", ncnn::Mat(227, 227, 3), opt);
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benchmark("squeezenet_int8", ncnn::Mat(227, 227, 3), opt);
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benchmark("mobilenet", ncnn::Mat(224, 224, 3), opt);
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benchmark("mobilenet_int8", ncnn::Mat(224, 224, 3), opt);
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benchmark("mobilenet_v2", ncnn::Mat(224, 224, 3), opt);
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// benchmark("mobilenet_v2_int8", ncnn::Mat(224, 224, 3), opt);
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benchmark("mobilenet_v3", ncnn::Mat(224, 224, 3), opt);
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benchmark("shufflenet", ncnn::Mat(224, 224, 3), opt);
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benchmark("shufflenet_v2", ncnn::Mat(224, 224, 3), opt);
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benchmark("mnasnet", ncnn::Mat(224, 224, 3), opt);
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benchmark("proxylessnasnet", ncnn::Mat(224, 224, 3), opt);
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benchmark("efficientnet_b0", ncnn::Mat(224, 224, 3), opt);
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benchmark("efficientnetv2_b0", ncnn::Mat(224, 224, 3), opt);
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benchmark("regnety_400m", ncnn::Mat(224, 224, 3), opt);
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benchmark("blazeface", ncnn::Mat(128, 128, 3), opt);
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benchmark("googlenet", ncnn::Mat(224, 224, 3), opt);
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benchmark("googlenet_int8", ncnn::Mat(224, 224, 3), opt);
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benchmark("resnet18", ncnn::Mat(224, 224, 3), opt);
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benchmark("resnet18_int8", ncnn::Mat(224, 224, 3), opt);
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benchmark("alexnet", ncnn::Mat(227, 227, 3), opt);
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benchmark("vgg16", ncnn::Mat(224, 224, 3), opt);
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benchmark("vgg16_int8", ncnn::Mat(224, 224, 3), opt);
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benchmark("resnet50", ncnn::Mat(224, 224, 3), opt);
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benchmark("resnet50_int8", ncnn::Mat(224, 224, 3), opt);
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benchmark("squeezenet_ssd", ncnn::Mat(300, 300, 3), opt);
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benchmark("squeezenet_ssd_int8", ncnn::Mat(300, 300, 3), opt);
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benchmark("mobilenet_ssd", ncnn::Mat(300, 300, 3), opt);
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benchmark("mobilenet_ssd_int8", ncnn::Mat(300, 300, 3), opt);
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benchmark("mobilenet_yolo", ncnn::Mat(416, 416, 3), opt);
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benchmark("mobilenetv2_yolov3", ncnn::Mat(352, 352, 3), opt);
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benchmark("yolov4-tiny", ncnn::Mat(416, 416, 3), opt);
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benchmark("nanodet_m", ncnn::Mat(320, 320, 3), opt);
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||||
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benchmark("yolo-fastest-1.1", ncnn::Mat(320, 320, 3), opt);
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benchmark("yolo-fastestv2", ncnn::Mat(352, 352, 3), opt);
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||||
#if NCNN_VULKAN
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delete g_blob_vkallocator;
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delete g_staging_vkallocator;
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#endif // NCNN_VULKAN
|
||||
|
||||
return 0;
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||||
}
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103
3rdparty/ncnn/benchmark/blazeface.param
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103
3rdparty/ncnn/benchmark/blazeface.param
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@ -0,0 +1,103 @@
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7767517
|
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101 117
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||||
Input data 0 1 data 0=128 1=128 2=3
|
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Padding 75 1 1 data 75 0=1 1=2 2=1 3=2 4=0 5=0.000000e+00 7=0 8=0
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Convolution 76 1 1 75 76 0=24 1=5 11=5 2=1 12=1 3=2 13=2 4=0 14=0 15=0 16=0 5=1 6=1800
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ReLU 77 1 1 76 77
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Split splitncnn_0 1 2 77 77_splitncnn_0 77_splitncnn_1
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ConvolutionDepthWise 78 1 1 77_splitncnn_1 78 0=24 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=216 7=24
|
||||
Convolution 79 1 1 78 79 0=24 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=576
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BinaryOp 80 2 1 79 77_splitncnn_0 80 0=0
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||||
ReLU 81 1 1 80 81
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||||
Split splitncnn_1 1 2 81 81_splitncnn_0 81_splitncnn_1
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||||
Padding 82 1 1 81_splitncnn_1 82 0=0 1=0 2=0 3=0 4=0 5=0.000000e+00 7=0 8=4
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ConvolutionDepthWise 83 1 1 81_splitncnn_0 83 0=24 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=216 7=24
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||||
Convolution 84 1 1 83 84 0=28 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=672
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||||
BinaryOp 85 2 1 84 82 85 0=0
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||||
ReLU 86 1 1 85 86
|
||||
Split splitncnn_2 1 2 86 86_splitncnn_0 86_splitncnn_1
|
||||
Padding 87 1 1 86_splitncnn_1 87 0=0 1=2 2=0 3=2 4=0 5=0.000000e+00 7=0 8=0
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||||
Pooling 88 1 1 86_splitncnn_0 88 0=0 1=2 11=2 2=2 12=2 3=0 13=0 14=0 15=0 5=1
|
||||
Padding 89 1 1 88 89 0=0 1=0 2=0 3=0 4=0 5=0.000000e+00 7=0 8=4
|
||||
ConvolutionDepthWise 90 1 1 87 90 0=28 1=3 11=3 2=1 12=1 3=2 13=2 4=0 14=0 15=0 16=0 5=1 6=252 7=28
|
||||
Convolution 91 1 1 90 91 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=896
|
||||
BinaryOp 92 2 1 91 89 92 0=0
|
||||
ReLU 93 1 1 92 93
|
||||
Split splitncnn_3 1 2 93 93_splitncnn_0 93_splitncnn_1
|
||||
Padding 94 1 1 93_splitncnn_1 94 0=0 1=0 2=0 3=0 4=0 5=0.000000e+00 7=0 8=4
|
||||
ConvolutionDepthWise 95 1 1 93_splitncnn_0 95 0=32 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=288 7=32
|
||||
Convolution 96 1 1 95 96 0=36 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=1152
|
||||
BinaryOp 97 2 1 96 94 97 0=0
|
||||
ReLU 98 1 1 97 98
|
||||
Split splitncnn_4 1 2 98 98_splitncnn_0 98_splitncnn_1
|
||||
Padding 99 1 1 98_splitncnn_1 99 0=0 1=0 2=0 3=0 4=0 5=0.000000e+00 7=0 8=6
|
||||
ConvolutionDepthWise 100 1 1 98_splitncnn_0 100 0=36 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=324 7=36
|
||||
Convolution 101 1 1 100 101 0=42 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=1512
|
||||
BinaryOp 102 2 1 101 99 102 0=0
|
||||
ReLU 103 1 1 102 103
|
||||
Split splitncnn_5 1 2 103 103_splitncnn_0 103_splitncnn_1
|
||||
Padding 104 1 1 103_splitncnn_1 104 0=0 1=2 2=0 3=2 4=0 5=0.000000e+00 7=0 8=0
|
||||
Pooling 105 1 1 103_splitncnn_0 105 0=0 1=2 11=2 2=2 12=2 3=0 13=0 14=0 15=0 5=1
|
||||
Padding 106 1 1 105 106 0=0 1=0 2=0 3=0 4=0 5=0.000000e+00 7=0 8=6
|
||||
ConvolutionDepthWise 107 1 1 104 107 0=42 1=3 11=3 2=1 12=1 3=2 13=2 4=0 14=0 15=0 16=0 5=1 6=378 7=42
|
||||
Convolution 108 1 1 107 108 0=48 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=2016
|
||||
BinaryOp 109 2 1 108 106 109 0=0
|
||||
ReLU 110 1 1 109 110
|
||||
Split splitncnn_6 1 2 110 110_splitncnn_0 110_splitncnn_1
|
||||
Padding 111 1 1 110_splitncnn_1 111 0=0 1=0 2=0 3=0 4=0 5=0.000000e+00 7=0 8=8
|
||||
ConvolutionDepthWise 112 1 1 110_splitncnn_0 112 0=48 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=432 7=48
|
||||
Convolution 113 1 1 112 113 0=56 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=2688
|
||||
BinaryOp 114 2 1 113 111 114 0=0
|
||||
ReLU 115 1 1 114 115
|
||||
Split splitncnn_7 1 2 115 115_splitncnn_0 115_splitncnn_1
|
||||
Padding 116 1 1 115_splitncnn_1 116 0=0 1=0 2=0 3=0 4=0 5=0.000000e+00 7=0 8=8
|
||||
ConvolutionDepthWise 117 1 1 115_splitncnn_0 117 0=56 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=504 7=56
|
||||
Convolution 118 1 1 117 118 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=3584
|
||||
BinaryOp 119 2 1 118 116 119 0=0
|
||||
ReLU 120 1 1 119 120
|
||||
Split splitncnn_8 1 2 120 120_splitncnn_0 120_splitncnn_1
|
||||
Padding 121 1 1 120_splitncnn_1 121 0=0 1=0 2=0 3=0 4=0 5=0.000000e+00 7=0 8=8
|
||||
ConvolutionDepthWise 122 1 1 120_splitncnn_0 122 0=64 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=576 7=64
|
||||
Convolution 123 1 1 122 123 0=72 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4608
|
||||
BinaryOp 124 2 1 123 121 124 0=0
|
||||
ReLU 125 1 1 124 125
|
||||
Split splitncnn_9 1 2 125 125_splitncnn_0 125_splitncnn_1
|
||||
Padding 126 1 1 125_splitncnn_1 126 0=0 1=0 2=0 3=0 4=0 5=0.000000e+00 7=0 8=8
|
||||
ConvolutionDepthWise 127 1 1 125_splitncnn_0 127 0=72 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=648 7=72
|
||||
Convolution 128 1 1 127 128 0=80 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=5760
|
||||
BinaryOp 129 2 1 128 126 129 0=0
|
||||
ReLU 130 1 1 129 130
|
||||
Split splitncnn_10 1 2 130 130_splitncnn_0 130_splitncnn_1
|
||||
Padding 131 1 1 130_splitncnn_1 131 0=0 1=0 2=0 3=0 4=0 5=0.000000e+00 7=0 8=8
|
||||
ConvolutionDepthWise 132 1 1 130_splitncnn_0 132 0=80 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=720 7=80
|
||||
Convolution 133 1 1 132 133 0=88 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=7040
|
||||
BinaryOp 134 2 1 133 131 134 0=0
|
||||
ReLU 135 1 1 134 135
|
||||
Split splitncnn_11 1 2 135 135_splitncnn_0 135_splitncnn_1
|
||||
Padding 136 1 1 135_splitncnn_1 136 0=0 1=2 2=0 3=2 4=0 5=0.000000e+00 7=0 8=0
|
||||
Pooling 137 1 1 135_splitncnn_0 137 0=0 1=2 11=2 2=2 12=2 3=0 13=0 14=0 15=0 5=1
|
||||
Padding 138 1 1 137 138 0=0 1=0 2=0 3=0 4=0 5=0.000000e+00 7=0 8=8
|
||||
ConvolutionDepthWise 139 1 1 136 139 0=88 1=3 11=3 2=1 12=1 3=2 13=2 4=0 14=0 15=0 16=0 5=1 6=792 7=88
|
||||
Convolution 140 1 1 139 140 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=8448
|
||||
BinaryOp 141 2 1 140 138 141 0=0
|
||||
ReLU 142 1 1 141 142
|
||||
Split splitncnn_12 1 2 142 142_splitncnn_0 142_splitncnn_1
|
||||
ConvolutionDepthWise 143 1 1 142_splitncnn_1 143 0=96 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=864 7=96
|
||||
Convolution 144 1 1 143 144 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=9216
|
||||
BinaryOp 145 2 1 144 142_splitncnn_0 145 0=0
|
||||
ReLU 146 1 1 145 146
|
||||
Split splitncnn_13 1 2 146 146_splitncnn_0 146_splitncnn_1
|
||||
ConvolutionDepthWise 147 1 1 146_splitncnn_1 147 0=96 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=864 7=96
|
||||
Convolution 148 1 1 147 148 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=9216
|
||||
BinaryOp 149 2 1 148 146_splitncnn_0 149 0=0
|
||||
ReLU 150 1 1 149 150
|
||||
Split splitncnn_14 1 2 150 150_splitncnn_0 150_splitncnn_1
|
||||
ConvolutionDepthWise 151 1 1 150_splitncnn_1 151 0=96 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=864 7=96
|
||||
Convolution 152 1 1 151 152 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=9216
|
||||
BinaryOp 153 2 1 152 150_splitncnn_0 153 0=0
|
||||
ReLU 154 1 1 153 154
|
||||
Split splitncnn_15 1 2 154 154_splitncnn_0 154_splitncnn_1
|
||||
ConvolutionDepthWise 155 1 1 154_splitncnn_1 155 0=96 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=864 7=96
|
||||
Convolution 156 1 1 155 156 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=9216
|
||||
BinaryOp 157 2 1 156 154_splitncnn_0 157 0=0
|
||||
ReLU output 1 1 157 output
|
||||
202
3rdparty/ncnn/benchmark/efficientnet_b0.param
vendored
Normal file
202
3rdparty/ncnn/benchmark/efficientnet_b0.param
vendored
Normal file
@ -0,0 +1,202 @@
|
||||
7767517
|
||||
200 225
|
||||
Input input.1 0 1 data -23330=4,3,224,224,3 0=224 1=224 2=3
|
||||
Convolution Conv_0 1 1 data 362 -23330=4,3,112,112,32 0=32 1=3 3=2 4=1 5=1 6=864
|
||||
Swish Mul_3 1 1 362 364 -23330=4,3,112,112,32
|
||||
ConvolutionDepthWise Conv_4 1 1 364 366 -23330=4,3,112,112,32 0=32 1=3 4=1 5=1 6=288 7=32
|
||||
Swish Mul_7 1 1 366 368 -23330=4,3,112,112,32
|
||||
Split splitncnn_0 1 2 368 368_splitncnn_0 368_splitncnn_1 -23330=8,3,112,112,32,3,112,112,32
|
||||
Pooling GlobalAveragePool_8 1 1 368_splitncnn_1 369 -23330=4,1,32,1,1 0=1 4=1
|
||||
InnerProduct Conv_9 1 1 369 370 -23330=4,1,8,1,1 0=8 1=1 2=256
|
||||
Swish Mul_11 1 1 370 372 -23330=4,1,8,1,1
|
||||
Convolution Conv_12 1 1 372 374 -23330=4,1,32,1,1 0=32 1=1 5=1 6=256 9=4
|
||||
BinaryOp Mul_14 2 1 368_splitncnn_0 374 375 -23330=4,3,112,112,32 0=2
|
||||
Convolution Conv_15 1 1 375 377 -23330=4,3,112,112,16 0=16 1=1 5=1 6=512
|
||||
Convolution Conv_17 1 1 377 379 -23330=4,3,112,112,96 0=96 1=1 5=1 6=1536
|
||||
Swish Mul_20 1 1 379 381 -23330=4,3,112,112,96
|
||||
ConvolutionDepthWise Conv_21 1 1 381 383 -23330=4,3,56,56,96 0=96 1=3 3=2 4=1 5=1 6=864 7=96
|
||||
Swish Mul_24 1 1 383 385 -23330=4,3,56,56,96
|
||||
Split splitncnn_1 1 2 385 385_splitncnn_0 385_splitncnn_1 -23330=8,3,56,56,96,3,56,56,96
|
||||
Pooling GlobalAveragePool_25 1 1 385_splitncnn_1 386 -23330=4,1,96,1,1 0=1 4=1
|
||||
InnerProduct Conv_26 1 1 386 387 -23330=4,1,4,1,1 0=4 1=1 2=384
|
||||
Swish Mul_28 1 1 387 389 -23330=4,1,4,1,1
|
||||
Convolution Conv_29 1 1 389 391 -23330=4,1,96,1,1 0=96 1=1 5=1 6=384 9=4
|
||||
BinaryOp Mul_31 2 1 385_splitncnn_0 391 392 -23330=4,3,56,56,96 0=2
|
||||
Convolution Conv_32 1 1 392 394 -23330=4,3,56,56,24 0=24 1=1 5=1 6=2304
|
||||
Split splitncnn_2 1 2 394 394_splitncnn_0 394_splitncnn_1 -23330=8,3,56,56,24,3,56,56,24
|
||||
Convolution Conv_34 1 1 394_splitncnn_1 396 -23330=4,3,56,56,144 0=144 1=1 5=1 6=3456
|
||||
Swish Mul_37 1 1 396 398 -23330=4,3,56,56,144
|
||||
ConvolutionDepthWise Conv_38 1 1 398 400 -23330=4,3,56,56,144 0=144 1=3 4=1 5=1 6=1296 7=144
|
||||
Swish Mul_41 1 1 400 402 -23330=4,3,56,56,144
|
||||
Split splitncnn_3 1 2 402 402_splitncnn_0 402_splitncnn_1 -23330=8,3,56,56,144,3,56,56,144
|
||||
Pooling GlobalAveragePool_42 1 1 402_splitncnn_1 403 -23330=4,1,144,1,1 0=1 4=1
|
||||
InnerProduct Conv_43 1 1 403 404 -23330=4,1,6,1,1 0=6 1=1 2=864
|
||||
Swish Mul_45 1 1 404 406 -23330=4,1,6,1,1
|
||||
Convolution Conv_46 1 1 406 408 -23330=4,1,144,1,1 0=144 1=1 5=1 6=864 9=4
|
||||
BinaryOp Mul_48 2 1 402_splitncnn_0 408 409 -23330=4,3,56,56,144 0=2
|
||||
Convolution Conv_49 1 1 409 411 -23330=4,3,56,56,24 0=24 1=1 5=1 6=3456
|
||||
BinaryOp Add_51 2 1 394_splitncnn_0 411 412 -23330=4,3,56,56,24
|
||||
Convolution Conv_52 1 1 412 414 -23330=4,3,56,56,144 0=144 1=1 5=1 6=3456
|
||||
Swish Mul_55 1 1 414 416 -23330=4,3,56,56,144
|
||||
ConvolutionDepthWise Conv_56 1 1 416 418 -23330=4,3,28,28,144 0=144 1=5 3=2 4=2 5=1 6=3600 7=144
|
||||
Swish Mul_59 1 1 418 420 -23330=4,3,28,28,144
|
||||
Split splitncnn_4 1 2 420 420_splitncnn_0 420_splitncnn_1 -23330=8,3,28,28,144,3,28,28,144
|
||||
Pooling GlobalAveragePool_60 1 1 420_splitncnn_1 421 -23330=4,1,144,1,1 0=1 4=1
|
||||
InnerProduct Conv_61 1 1 421 422 -23330=4,1,6,1,1 0=6 1=1 2=864
|
||||
Swish Mul_63 1 1 422 424 -23330=4,1,6,1,1
|
||||
Convolution Conv_64 1 1 424 426 -23330=4,1,144,1,1 0=144 1=1 5=1 6=864 9=4
|
||||
BinaryOp Mul_66 2 1 420_splitncnn_0 426 427 -23330=4,3,28,28,144 0=2
|
||||
Convolution Conv_67 1 1 427 429 -23330=4,3,28,28,40 0=40 1=1 5=1 6=5760
|
||||
Split splitncnn_5 1 2 429 429_splitncnn_0 429_splitncnn_1 -23330=8,3,28,28,40,3,28,28,40
|
||||
Convolution Conv_69 1 1 429_splitncnn_1 431 -23330=4,3,28,28,240 0=240 1=1 5=1 6=9600
|
||||
Swish Mul_72 1 1 431 433 -23330=4,3,28,28,240
|
||||
ConvolutionDepthWise Conv_73 1 1 433 435 -23330=4,3,28,28,240 0=240 1=5 4=2 5=1 6=6000 7=240
|
||||
Swish Mul_76 1 1 435 437 -23330=4,3,28,28,240
|
||||
Split splitncnn_6 1 2 437 437_splitncnn_0 437_splitncnn_1 -23330=8,3,28,28,240,3,28,28,240
|
||||
Pooling GlobalAveragePool_77 1 1 437_splitncnn_1 438 -23330=4,1,240,1,1 0=1 4=1
|
||||
InnerProduct Conv_78 1 1 438 439 -23330=4,1,10,1,1 0=10 1=1 2=2400
|
||||
Swish Mul_80 1 1 439 441 -23330=4,1,10,1,1
|
||||
Convolution Conv_81 1 1 441 443 -23330=4,1,240,1,1 0=240 1=1 5=1 6=2400 9=4
|
||||
BinaryOp Mul_83 2 1 437_splitncnn_0 443 444 -23330=4,3,28,28,240 0=2
|
||||
Convolution Conv_84 1 1 444 446 -23330=4,3,28,28,40 0=40 1=1 5=1 6=9600
|
||||
BinaryOp Add_86 2 1 429_splitncnn_0 446 447 -23330=4,3,28,28,40
|
||||
Convolution Conv_87 1 1 447 449 -23330=4,3,28,28,240 0=240 1=1 5=1 6=9600
|
||||
Swish Mul_90 1 1 449 451 -23330=4,3,28,28,240
|
||||
ConvolutionDepthWise Conv_91 1 1 451 453 -23330=4,3,14,14,240 0=240 1=3 3=2 4=1 5=1 6=2160 7=240
|
||||
Swish Mul_94 1 1 453 455 -23330=4,3,14,14,240
|
||||
Split splitncnn_7 1 2 455 455_splitncnn_0 455_splitncnn_1 -23330=8,3,14,14,240,3,14,14,240
|
||||
Pooling GlobalAveragePool_95 1 1 455_splitncnn_1 456 -23330=4,1,240,1,1 0=1 4=1
|
||||
InnerProduct Conv_96 1 1 456 457 -23330=4,1,10,1,1 0=10 1=1 2=2400
|
||||
Swish Mul_98 1 1 457 459 -23330=4,1,10,1,1
|
||||
Convolution Conv_99 1 1 459 461 -23330=4,1,240,1,1 0=240 1=1 5=1 6=2400 9=4
|
||||
BinaryOp Mul_101 2 1 455_splitncnn_0 461 462 -23330=4,3,14,14,240 0=2
|
||||
Convolution Conv_102 1 1 462 464 -23330=4,3,14,14,80 0=80 1=1 5=1 6=19200
|
||||
Split splitncnn_8 1 2 464 464_splitncnn_0 464_splitncnn_1 -23330=8,3,14,14,80,3,14,14,80
|
||||
Convolution Conv_104 1 1 464_splitncnn_1 466 -23330=4,3,14,14,480 0=480 1=1 5=1 6=38400
|
||||
Swish Mul_107 1 1 466 468 -23330=4,3,14,14,480
|
||||
ConvolutionDepthWise Conv_108 1 1 468 470 -23330=4,3,14,14,480 0=480 1=3 4=1 5=1 6=4320 7=480
|
||||
Swish Mul_111 1 1 470 472 -23330=4,3,14,14,480
|
||||
Split splitncnn_9 1 2 472 472_splitncnn_0 472_splitncnn_1 -23330=8,3,14,14,480,3,14,14,480
|
||||
Pooling GlobalAveragePool_112 1 1 472_splitncnn_1 473 -23330=4,1,480,1,1 0=1 4=1
|
||||
InnerProduct Conv_113 1 1 473 474 -23330=4,1,20,1,1 0=20 1=1 2=9600
|
||||
Swish Mul_115 1 1 474 476 -23330=4,1,20,1,1
|
||||
Convolution Conv_116 1 1 476 478 -23330=4,1,480,1,1 0=480 1=1 5=1 6=9600 9=4
|
||||
BinaryOp Mul_118 2 1 472_splitncnn_0 478 479 -23330=4,3,14,14,480 0=2
|
||||
Convolution Conv_119 1 1 479 481 -23330=4,3,14,14,80 0=80 1=1 5=1 6=38400
|
||||
BinaryOp Add_121 2 1 464_splitncnn_0 481 482 -23330=4,3,14,14,80
|
||||
Split splitncnn_10 1 2 482 482_splitncnn_0 482_splitncnn_1 -23330=8,3,14,14,80,3,14,14,80
|
||||
Convolution Conv_122 1 1 482_splitncnn_1 484 -23330=4,3,14,14,480 0=480 1=1 5=1 6=38400
|
||||
Swish Mul_125 1 1 484 486 -23330=4,3,14,14,480
|
||||
ConvolutionDepthWise Conv_126 1 1 486 488 -23330=4,3,14,14,480 0=480 1=3 4=1 5=1 6=4320 7=480
|
||||
Swish Mul_129 1 1 488 490 -23330=4,3,14,14,480
|
||||
Split splitncnn_11 1 2 490 490_splitncnn_0 490_splitncnn_1 -23330=8,3,14,14,480,3,14,14,480
|
||||
Pooling GlobalAveragePool_130 1 1 490_splitncnn_1 491 -23330=4,1,480,1,1 0=1 4=1
|
||||
InnerProduct Conv_131 1 1 491 492 -23330=4,1,20,1,1 0=20 1=1 2=9600
|
||||
Swish Mul_133 1 1 492 494 -23330=4,1,20,1,1
|
||||
Convolution Conv_134 1 1 494 496 -23330=4,1,480,1,1 0=480 1=1 5=1 6=9600 9=4
|
||||
BinaryOp Mul_136 2 1 490_splitncnn_0 496 497 -23330=4,3,14,14,480 0=2
|
||||
Convolution Conv_137 1 1 497 499 -23330=4,3,14,14,80 0=80 1=1 5=1 6=38400
|
||||
BinaryOp Add_139 2 1 482_splitncnn_0 499 500 -23330=4,3,14,14,80
|
||||
Convolution Conv_140 1 1 500 502 -23330=4,3,14,14,480 0=480 1=1 5=1 6=38400
|
||||
Swish Mul_143 1 1 502 504 -23330=4,3,14,14,480
|
||||
ConvolutionDepthWise Conv_144 1 1 504 506 -23330=4,3,14,14,480 0=480 1=5 4=2 5=1 6=12000 7=480
|
||||
Swish Mul_147 1 1 506 508 -23330=4,3,14,14,480
|
||||
Split splitncnn_12 1 2 508 508_splitncnn_0 508_splitncnn_1 -23330=8,3,14,14,480,3,14,14,480
|
||||
Pooling GlobalAveragePool_148 1 1 508_splitncnn_1 509 -23330=4,1,480,1,1 0=1 4=1
|
||||
InnerProduct Conv_149 1 1 509 510 -23330=4,1,20,1,1 0=20 1=1 2=9600
|
||||
Swish Mul_151 1 1 510 512 -23330=4,1,20,1,1
|
||||
Convolution Conv_152 1 1 512 514 -23330=4,1,480,1,1 0=480 1=1 5=1 6=9600 9=4
|
||||
BinaryOp Mul_154 2 1 508_splitncnn_0 514 515 -23330=4,3,14,14,480 0=2
|
||||
Convolution Conv_155 1 1 515 517 -23330=4,3,14,14,112 0=112 1=1 5=1 6=53760
|
||||
Split splitncnn_13 1 2 517 517_splitncnn_0 517_splitncnn_1 -23330=8,3,14,14,112,3,14,14,112
|
||||
Convolution Conv_157 1 1 517_splitncnn_1 519 -23330=4,3,14,14,672 0=672 1=1 5=1 6=75264
|
||||
Swish Mul_160 1 1 519 521 -23330=4,3,14,14,672
|
||||
ConvolutionDepthWise Conv_161 1 1 521 523 -23330=4,3,14,14,672 0=672 1=5 4=2 5=1 6=16800 7=672
|
||||
Swish Mul_164 1 1 523 525 -23330=4,3,14,14,672
|
||||
Split splitncnn_14 1 2 525 525_splitncnn_0 525_splitncnn_1 -23330=8,3,14,14,672,3,14,14,672
|
||||
Pooling GlobalAveragePool_165 1 1 525_splitncnn_1 526 -23330=4,1,672,1,1 0=1 4=1
|
||||
InnerProduct Conv_166 1 1 526 527 -23330=4,1,28,1,1 0=28 1=1 2=18816
|
||||
Swish Mul_168 1 1 527 529 -23330=4,1,28,1,1
|
||||
Convolution Conv_169 1 1 529 531 -23330=4,1,672,1,1 0=672 1=1 5=1 6=18816 9=4
|
||||
BinaryOp Mul_171 2 1 525_splitncnn_0 531 532 -23330=4,3,14,14,672 0=2
|
||||
Convolution Conv_172 1 1 532 534 -23330=4,3,14,14,112 0=112 1=1 5=1 6=75264
|
||||
BinaryOp Add_174 2 1 517_splitncnn_0 534 535 -23330=4,3,14,14,112
|
||||
Split splitncnn_15 1 2 535 535_splitncnn_0 535_splitncnn_1 -23330=8,3,14,14,112,3,14,14,112
|
||||
Convolution Conv_175 1 1 535_splitncnn_1 537 -23330=4,3,14,14,672 0=672 1=1 5=1 6=75264
|
||||
Swish Mul_178 1 1 537 539 -23330=4,3,14,14,672
|
||||
ConvolutionDepthWise Conv_179 1 1 539 541 -23330=4,3,14,14,672 0=672 1=5 4=2 5=1 6=16800 7=672
|
||||
Swish Mul_182 1 1 541 543 -23330=4,3,14,14,672
|
||||
Split splitncnn_16 1 2 543 543_splitncnn_0 543_splitncnn_1 -23330=8,3,14,14,672,3,14,14,672
|
||||
Pooling GlobalAveragePool_183 1 1 543_splitncnn_1 544 -23330=4,1,672,1,1 0=1 4=1
|
||||
InnerProduct Conv_184 1 1 544 545 -23330=4,1,28,1,1 0=28 1=1 2=18816
|
||||
Swish Mul_186 1 1 545 547 -23330=4,1,28,1,1
|
||||
Convolution Conv_187 1 1 547 549 -23330=4,1,672,1,1 0=672 1=1 5=1 6=18816 9=4
|
||||
BinaryOp Mul_189 2 1 543_splitncnn_0 549 550 -23330=4,3,14,14,672 0=2
|
||||
Convolution Conv_190 1 1 550 552 -23330=4,3,14,14,112 0=112 1=1 5=1 6=75264
|
||||
BinaryOp Add_192 2 1 535_splitncnn_0 552 553 -23330=4,3,14,14,112
|
||||
Convolution Conv_193 1 1 553 555 -23330=4,3,14,14,672 0=672 1=1 5=1 6=75264
|
||||
Swish Mul_196 1 1 555 557 -23330=4,3,14,14,672
|
||||
ConvolutionDepthWise Conv_197 1 1 557 559 -23330=4,3,7,7,672 0=672 1=5 3=2 4=2 5=1 6=16800 7=672
|
||||
Swish Mul_200 1 1 559 561 -23330=4,3,7,7,672
|
||||
Split splitncnn_17 1 2 561 561_splitncnn_0 561_splitncnn_1 -23330=8,3,7,7,672,3,7,7,672
|
||||
Pooling GlobalAveragePool_201 1 1 561_splitncnn_1 562 -23330=4,1,672,1,1 0=1 4=1
|
||||
InnerProduct Conv_202 1 1 562 563 -23330=4,1,28,1,1 0=28 1=1 2=18816
|
||||
Swish Mul_204 1 1 563 565 -23330=4,1,28,1,1
|
||||
Convolution Conv_205 1 1 565 567 -23330=4,1,672,1,1 0=672 1=1 5=1 6=18816 9=4
|
||||
BinaryOp Mul_207 2 1 561_splitncnn_0 567 568 -23330=4,3,7,7,672 0=2
|
||||
Convolution Conv_208 1 1 568 570 -23330=4,3,7,7,192 0=192 1=1 5=1 6=129024
|
||||
Split splitncnn_18 1 2 570 570_splitncnn_0 570_splitncnn_1 -23330=8,3,7,7,192,3,7,7,192
|
||||
Convolution Conv_210 1 1 570_splitncnn_1 572 -23330=4,3,7,7,1152 0=1152 1=1 5=1 6=221184
|
||||
Swish Mul_213 1 1 572 574 -23330=4,3,7,7,1152
|
||||
ConvolutionDepthWise Conv_214 1 1 574 576 -23330=4,3,7,7,1152 0=1152 1=5 4=2 5=1 6=28800 7=1152
|
||||
Swish Mul_217 1 1 576 578 -23330=4,3,7,7,1152
|
||||
Split splitncnn_19 1 2 578 578_splitncnn_0 578_splitncnn_1 -23330=8,3,7,7,1152,3,7,7,1152
|
||||
Pooling GlobalAveragePool_218 1 1 578_splitncnn_1 579 -23330=4,1,1152,1,1 0=1 4=1
|
||||
InnerProduct Conv_219 1 1 579 580 -23330=4,1,48,1,1 0=48 1=1 2=55296
|
||||
Swish Mul_221 1 1 580 582 -23330=4,1,48,1,1
|
||||
Convolution Conv_222 1 1 582 584 -23330=4,1,1152,1,1 0=1152 1=1 5=1 6=55296 9=4
|
||||
BinaryOp Mul_224 2 1 578_splitncnn_0 584 585 -23330=4,3,7,7,1152 0=2
|
||||
Convolution Conv_225 1 1 585 587 -23330=4,3,7,7,192 0=192 1=1 5=1 6=221184
|
||||
BinaryOp Add_227 2 1 570_splitncnn_0 587 588 -23330=4,3,7,7,192
|
||||
Split splitncnn_20 1 2 588 588_splitncnn_0 588_splitncnn_1 -23330=8,3,7,7,192,3,7,7,192
|
||||
Convolution Conv_228 1 1 588_splitncnn_1 590 -23330=4,3,7,7,1152 0=1152 1=1 5=1 6=221184
|
||||
Swish Mul_231 1 1 590 592 -23330=4,3,7,7,1152
|
||||
ConvolutionDepthWise Conv_232 1 1 592 594 -23330=4,3,7,7,1152 0=1152 1=5 4=2 5=1 6=28800 7=1152
|
||||
Swish Mul_235 1 1 594 596 -23330=4,3,7,7,1152
|
||||
Split splitncnn_21 1 2 596 596_splitncnn_0 596_splitncnn_1 -23330=8,3,7,7,1152,3,7,7,1152
|
||||
Pooling GlobalAveragePool_236 1 1 596_splitncnn_1 597 -23330=4,1,1152,1,1 0=1 4=1
|
||||
InnerProduct Conv_237 1 1 597 598 -23330=4,1,48,1,1 0=48 1=1 2=55296
|
||||
Swish Mul_239 1 1 598 600 -23330=4,1,48,1,1
|
||||
Convolution Conv_240 1 1 600 602 -23330=4,1,1152,1,1 0=1152 1=1 5=1 6=55296 9=4
|
||||
BinaryOp Mul_242 2 1 596_splitncnn_0 602 603 -23330=4,3,7,7,1152 0=2
|
||||
Convolution Conv_243 1 1 603 605 -23330=4,3,7,7,192 0=192 1=1 5=1 6=221184
|
||||
BinaryOp Add_245 2 1 588_splitncnn_0 605 606 -23330=4,3,7,7,192
|
||||
Split splitncnn_22 1 2 606 606_splitncnn_0 606_splitncnn_1 -23330=8,3,7,7,192,3,7,7,192
|
||||
Convolution Conv_246 1 1 606_splitncnn_1 608 -23330=4,3,7,7,1152 0=1152 1=1 5=1 6=221184
|
||||
Swish Mul_249 1 1 608 610 -23330=4,3,7,7,1152
|
||||
ConvolutionDepthWise Conv_250 1 1 610 612 -23330=4,3,7,7,1152 0=1152 1=5 4=2 5=1 6=28800 7=1152
|
||||
Swish Mul_253 1 1 612 614 -23330=4,3,7,7,1152
|
||||
Split splitncnn_23 1 2 614 614_splitncnn_0 614_splitncnn_1 -23330=8,3,7,7,1152,3,7,7,1152
|
||||
Pooling GlobalAveragePool_254 1 1 614_splitncnn_1 615 -23330=4,1,1152,1,1 0=1 4=1
|
||||
InnerProduct Conv_255 1 1 615 616 -23330=4,1,48,1,1 0=48 1=1 2=55296
|
||||
Swish Mul_257 1 1 616 618 -23330=4,1,48,1,1
|
||||
Convolution Conv_258 1 1 618 620 -23330=4,1,1152,1,1 0=1152 1=1 5=1 6=55296 9=4
|
||||
BinaryOp Mul_260 2 1 614_splitncnn_0 620 621 -23330=4,3,7,7,1152 0=2
|
||||
Convolution Conv_261 1 1 621 623 -23330=4,3,7,7,192 0=192 1=1 5=1 6=221184
|
||||
BinaryOp Add_263 2 1 606_splitncnn_0 623 624 -23330=4,3,7,7,192
|
||||
Convolution Conv_264 1 1 624 626 -23330=4,3,7,7,1152 0=1152 1=1 5=1 6=221184
|
||||
Swish Mul_267 1 1 626 628 -23330=4,3,7,7,1152
|
||||
ConvolutionDepthWise Conv_268 1 1 628 630 -23330=4,3,7,7,1152 0=1152 1=3 4=1 5=1 6=10368 7=1152
|
||||
Swish Mul_271 1 1 630 632 -23330=4,3,7,7,1152
|
||||
Split splitncnn_24 1 2 632 632_splitncnn_0 632_splitncnn_1 -23330=8,3,7,7,1152,3,7,7,1152
|
||||
Pooling GlobalAveragePool_272 1 1 632_splitncnn_1 633 -23330=4,1,1152,1,1 0=1 4=1
|
||||
InnerProduct Conv_273 1 1 633 634 -23330=4,1,48,1,1 0=48 1=1 2=55296
|
||||
Swish Mul_275 1 1 634 636 -23330=4,1,48,1,1
|
||||
Convolution Conv_276 1 1 636 638 -23330=4,1,1152,1,1 0=1152 1=1 5=1 6=55296 9=4
|
||||
BinaryOp Mul_278 2 1 632_splitncnn_0 638 639 -23330=4,3,7,7,1152 0=2
|
||||
Convolution Conv_279 1 1 639 641 -23330=4,3,7,7,320 0=320 1=1 5=1 6=368640
|
||||
Convolution Conv_281 1 1 641 643 -23330=4,3,7,7,1280 0=1280 1=1 5=1 6=409600
|
||||
Swish Mul_284 1 1 643 645 -23330=4,3,7,7,1280
|
||||
Pooling GlobalAveragePool_285 1 1 645 654 -23330=4,1,1280,1,1 0=1 4=1
|
||||
InnerProduct Gemm_292 1 1 654 655 -23330=4,1,1000,1,1 0=1000 1=1 2=1280000
|
||||
Softmax prob 1 1 655 output -23330=4,1,1000,1,1
|
||||
259
3rdparty/ncnn/benchmark/efficientnetv2_b0.param
vendored
Normal file
259
3rdparty/ncnn/benchmark/efficientnetv2_b0.param
vendored
Normal file
@ -0,0 +1,259 @@
|
||||
7767517
|
||||
257 288
|
||||
MemoryData 110:12 0 1 110:12 -23330=4,1,112,1,1 0=112
|
||||
MemoryData 133:12 0 1 133:12 -23330=4,1,192,1,1 0=192
|
||||
MemoryData 144:12 0 1 144:12 -23330=4,1,192,1,1 0=192
|
||||
MemoryData 14:11 0 1 14:11 -23330=4,1,32,1,1 0=32
|
||||
MemoryData 155:12 0 1 155:12 -23330=4,1,192,1,1 0=192
|
||||
MemoryData 166:12 0 1 166:12 -23330=4,1,192,1,1 0=192
|
||||
MemoryData 177:12 0 1 177:12 -23330=4,1,192,1,1 0=192
|
||||
MemoryData 188:12 0 1 188:12 -23330=4,1,192,1,1 0=192
|
||||
MemoryData 199:12 0 1 199:12 -23330=4,1,192,1,1 0=192
|
||||
MemoryData 22:11 0 1 22:11 -23330=4,1,48,1,1 0=48
|
||||
MemoryData 33:11 0 1 33:11 -23330=4,1,112,1,1 0=112
|
||||
MemoryData 44:11 0 1 44:11 -23330=4,1,112,1,1 0=112
|
||||
MemoryData 55:11 0 1 55:11 -23330=4,1,112,1,1 0=112
|
||||
MemoryData 77:11 0 1 77:11 -23330=4,1,96,1,1 0=96
|
||||
MemoryData 88:11 0 1 88:11 -23330=4,1,96,1,1 0=96
|
||||
Input op_201 0 1 204:12 -23330=4,3,224,224,3 0=224 1=224 2=3
|
||||
Convolution op_202 1 1 204:12 206:12 -23330=4,3,112,112,32 0=32 1=3 3=2 4=-233 5=1 6=864
|
||||
Swish op_203 1 1 206:12 208:12 -23330=4,3,112,112,32
|
||||
Convolution op_204 1 1 208:12 210:12 -23330=4,3,112,112,16 0=16 1=3 4=-233 5=1 6=4608
|
||||
Swish op_205 1 1 210:12 212:12_splitncnn_0 -23330=4,3,112,112,16
|
||||
Convolution op_207 1 1 212:12_splitncnn_0 215:12 -23330=4,3,56,56,64 0=64 1=3 3=2 4=-233 5=1 6=9216
|
||||
Swish op_208 1 1 215:12 217:12 -23330=4,3,56,56,64
|
||||
Convolution op_209 1 1 217:12 219:12 -23330=4,3,56,56,32 0=32 1=1 4=-233 5=1 6=2048
|
||||
Split splitncnn_1 1 2 219:12 219:12_splitncnn_0 219:12_splitncnn_1 -23330=8,3,56,56,32,3,56,56,32
|
||||
Convolution op_210 1 1 219:12_splitncnn_1 221:12 -23330=4,3,56,56,128 0=128 1=3 4=-233 5=1 6=36864
|
||||
Swish op_211 1 1 221:12 223:12 -23330=4,3,56,56,128
|
||||
Convolution op_212 1 1 223:12 224:12 -23330=4,3,56,56,32 0=32 1=1 4=-233 6=4096
|
||||
Eltwise op_213 2 1 219:12_splitncnn_0 224:12 225:12 -23330=4,3,56,56,32 0=1
|
||||
BinaryOp op_214 2 1 225:12 14:11 226:12_splitncnn_0 -23330=4,3,56,56,32
|
||||
Convolution op_216 1 1 226:12_splitncnn_0 229:12 -23330=4,3,28,28,128 0=128 1=3 3=2 4=-233 5=1 6=36864
|
||||
Swish op_217 1 1 229:12 231:12 -23330=4,3,28,28,128
|
||||
Convolution op_218 1 1 231:12 233:12 -23330=4,3,28,28,48 0=48 1=1 4=-233 5=1 6=6144
|
||||
Split splitncnn_3 1 2 233:12 233:12_splitncnn_0 233:12_splitncnn_1 -23330=8,3,28,28,48,3,28,28,48
|
||||
Convolution op_219 1 1 233:12_splitncnn_1 235:12 -23330=4,3,28,28,192 0=192 1=3 4=-233 5=1 6=82944
|
||||
Swish op_220 1 1 235:12 237:12 -23330=4,3,28,28,192
|
||||
Convolution op_221 1 1 237:12 238:12 -23330=4,3,28,28,48 0=48 1=1 4=-233 6=9216
|
||||
Eltwise op_222 2 1 233:12_splitncnn_0 238:12 239:12 -23330=4,3,28,28,48 0=1
|
||||
BinaryOp op_223 2 1 239:12 22:11 240:12_splitncnn_0 -23330=4,3,28,28,48
|
||||
Convolution op_225 1 1 240:12_splitncnn_0 243:12 -23330=4,3,28,28,192 0=192 1=1 4=-233 5=1 6=9216
|
||||
Swish op_226 1 1 243:12 245:12 -23330=4,3,28,28,192
|
||||
ConvolutionDepthWise op_227 1 1 245:12 248:12 -23330=4,3,14,14,192 0=192 1=3 3=2 4=-233 5=1 6=1728 7=192
|
||||
Swish op_229 1 1 248:12 250:12 -23330=4,3,14,14,192
|
||||
Split splitncnn_5 1 2 250:12 250:12_splitncnn_0 250:12_splitncnn_1 -23330=8,3,14,14,192,3,14,14,192
|
||||
Reduction op_230 1 1 250:12_splitncnn_1 251:12 -23330=4,3,1,1,192 0=3 1=0 -23303=2,1,2 4=1 5=1
|
||||
Convolution op_231 1 1 251:12 253:12 -23330=4,3,1,1,12 0=12 1=1 4=-233 5=1 6=2304
|
||||
Swish op_232 1 1 253:12 255:12 -23330=4,3,1,1,12
|
||||
Convolution op_233 1 1 255:12 258:12 -23330=4,3,1,1,192 0=192 1=1 4=-233 5=1 6=2304 9=4
|
||||
BinaryOp op_235 2 1 250:12_splitncnn_0 258:12 259:12 -23330=4,3,14,14,192 0=2
|
||||
Convolution op_236 1 1 259:12 261:12 -23330=4,3,14,14,96 0=96 1=1 4=-233 5=1 6=18432
|
||||
Split splitncnn_6 1 2 261:12 261:12_splitncnn_0 261:12_splitncnn_1 -23330=8,3,14,14,96,3,14,14,96
|
||||
Convolution op_237 1 1 261:12_splitncnn_1 263:12 -23330=4,3,14,14,384 0=384 1=1 4=-233 5=1 6=36864
|
||||
Swish op_238 1 1 263:12 265:12 -23330=4,3,14,14,384
|
||||
ConvolutionDepthWise op_239 1 1 265:12 268:12 -23330=4,3,14,14,384 0=384 1=3 4=-233 5=1 6=3456 7=384
|
||||
Swish op_241 1 1 268:12 270:12 -23330=4,3,14,14,384
|
||||
Split splitncnn_7 1 2 270:12 270:12_splitncnn_0 270:12_splitncnn_1 -23330=8,3,14,14,384,3,14,14,384
|
||||
Reduction op_242 1 1 270:12_splitncnn_1 271:12 -23330=4,3,1,1,384 0=3 1=0 -23303=2,1,2 4=1 5=1
|
||||
Convolution op_243 1 1 271:12 273:12 -23330=4,3,1,1,24 0=24 1=1 4=-233 5=1 6=9216
|
||||
Swish op_244 1 1 273:12 275:12 -23330=4,3,1,1,24
|
||||
Convolution op_245 1 1 275:12 278:12 -23330=4,3,1,1,384 0=384 1=1 4=-233 5=1 6=9216 9=4
|
||||
BinaryOp op_247 2 1 270:12_splitncnn_0 278:12 279:12 -23330=4,3,14,14,384 0=2
|
||||
Convolution op_248 1 1 279:12 280:12 -23330=4,3,14,14,96 0=96 1=1 4=-233 6=36864
|
||||
Eltwise op_249 2 1 261:12_splitncnn_0 280:12 281:12 -23330=4,3,14,14,96 0=1
|
||||
BinaryOp op_250 2 1 281:12 77:11 282:12 -23330=4,3,14,14,96
|
||||
Split splitncnn_8 1 2 282:12 282:12_splitncnn_0 282:12_splitncnn_1 -23330=8,3,14,14,96,3,14,14,96
|
||||
Convolution op_251 1 1 282:12_splitncnn_1 284:12 -23330=4,3,14,14,384 0=384 1=1 4=-233 5=1 6=36864
|
||||
Swish op_252 1 1 284:12 286:12 -23330=4,3,14,14,384
|
||||
ConvolutionDepthWise op_253 1 1 286:12 289:12 -23330=4,3,14,14,384 0=384 1=3 4=-233 5=1 6=3456 7=384
|
||||
Swish op_255 1 1 289:12 291:12 -23330=4,3,14,14,384
|
||||
Split splitncnn_9 1 2 291:12 291:12_splitncnn_0 291:12_splitncnn_1 -23330=8,3,14,14,384,3,14,14,384
|
||||
Reduction op_256 1 1 291:12_splitncnn_1 292:12 -23330=4,3,1,1,384 0=3 1=0 -23303=2,1,2 4=1 5=1
|
||||
Convolution op_257 1 1 292:12 294:12 -23330=4,3,1,1,24 0=24 1=1 4=-233 5=1 6=9216
|
||||
Swish op_258 1 1 294:12 296:12 -23330=4,3,1,1,24
|
||||
Convolution op_259 1 1 296:12 299:12 -23330=4,3,1,1,384 0=384 1=1 4=-233 5=1 6=9216 9=4
|
||||
BinaryOp op_261 2 1 291:12_splitncnn_0 299:12 300:12 -23330=4,3,14,14,384 0=2
|
||||
Convolution op_262 1 1 300:12 301:12 -23330=4,3,14,14,96 0=96 1=1 4=-233 6=36864
|
||||
Eltwise op_263 2 1 282:12_splitncnn_0 301:12 302:12 -23330=4,3,14,14,96 0=1
|
||||
BinaryOp op_264 2 1 302:12 88:11 303:12 -23330=4,3,14,14,96
|
||||
Convolution op_265 1 1 303:12 305:12 -23330=4,3,14,14,576 0=576 1=1 4=-233 5=1 6=55296
|
||||
Swish op_266 1 1 305:12 307:12 -23330=4,3,14,14,576
|
||||
ConvolutionDepthWise op_267 1 1 307:12 310:12 -23330=4,3,14,14,576 0=576 1=3 4=-233 5=1 6=5184 7=576
|
||||
Swish op_269 1 1 310:12 312:12 -23330=4,3,14,14,576
|
||||
Split splitncnn_10 1 2 312:12 312:12_splitncnn_0 312:12_splitncnn_1 -23330=8,3,14,14,576,3,14,14,576
|
||||
Reduction op_270 1 1 312:12_splitncnn_1 313:12 -23330=4,3,1,1,576 0=3 1=0 -23303=2,1,2 4=1 5=1
|
||||
Convolution op_271 1 1 313:12 315:12 -23330=4,3,1,1,24 0=24 1=1 4=-233 5=1 6=13824
|
||||
Swish op_272 1 1 315:12 317:12 -23330=4,3,1,1,24
|
||||
Convolution op_273 1 1 317:12 320:12 -23330=4,3,1,1,576 0=576 1=1 4=-233 5=1 6=13824 9=4
|
||||
BinaryOp op_275 2 1 312:12_splitncnn_0 320:12 321:12 -23330=4,3,14,14,576 0=2
|
||||
Convolution op_276 1 1 321:12 323:12 -23330=4,3,14,14,112 0=112 1=1 4=-233 5=1 6=64512
|
||||
Split splitncnn_11 1 2 323:12 323:12_splitncnn_0 323:12_splitncnn_1 -23330=8,3,14,14,112,3,14,14,112
|
||||
Convolution op_277 1 1 323:12_splitncnn_1 325:12 -23330=4,3,14,14,672 0=672 1=1 4=-233 5=1 6=75264
|
||||
Swish op_278 1 1 325:12 327:12 -23330=4,3,14,14,672
|
||||
ConvolutionDepthWise op_279 1 1 327:12 330:12 -23330=4,3,14,14,672 0=672 1=3 4=-233 5=1 6=6048 7=672
|
||||
Swish op_281 1 1 330:12 332:12 -23330=4,3,14,14,672
|
||||
Split splitncnn_12 1 2 332:12 332:12_splitncnn_0 332:12_splitncnn_1 -23330=8,3,14,14,672,3,14,14,672
|
||||
Reduction op_282 1 1 332:12_splitncnn_1 333:12 -23330=4,3,1,1,672 0=3 1=0 -23303=2,1,2 4=1 5=1
|
||||
Convolution op_283 1 1 333:12 335:12 -23330=4,3,1,1,28 0=28 1=1 4=-233 5=1 6=18816
|
||||
Swish op_284 1 1 335:12 337:12 -23330=4,3,1,1,28
|
||||
Convolution op_285 1 1 337:12 340:12 -23330=4,3,1,1,672 0=672 1=1 4=-233 5=1 6=18816 9=4
|
||||
BinaryOp op_287 2 1 332:12_splitncnn_0 340:12 341:12 -23330=4,3,14,14,672 0=2
|
||||
Convolution op_288 1 1 341:12 342:12 -23330=4,3,14,14,112 0=112 1=1 4=-233 6=75264
|
||||
Eltwise op_289 2 1 323:12_splitncnn_0 342:12 343:12 -23330=4,3,14,14,112 0=1
|
||||
BinaryOp op_290 2 1 343:12 110:12 344:12 -23330=4,3,14,14,112
|
||||
Split splitncnn_13 1 2 344:12 344:12_splitncnn_0 344:12_splitncnn_1 -23330=8,3,14,14,112,3,14,14,112
|
||||
Convolution op_291 1 1 344:12_splitncnn_1 346:12 -23330=4,3,14,14,672 0=672 1=1 4=-233 5=1 6=75264
|
||||
Swish op_292 1 1 346:12 348:12 -23330=4,3,14,14,672
|
||||
ConvolutionDepthWise op_293 1 1 348:12 351:12 -23330=4,3,14,14,672 0=672 1=3 4=-233 5=1 6=6048 7=672
|
||||
Swish op_295 1 1 351:12 353:12 -23330=4,3,14,14,672
|
||||
Split splitncnn_14 1 2 353:12 353:12_splitncnn_0 353:12_splitncnn_1 -23330=8,3,14,14,672,3,14,14,672
|
||||
Reduction op_296 1 1 353:12_splitncnn_1 354:12 -23330=4,3,1,1,672 0=3 1=0 -23303=2,1,2 4=1 5=1
|
||||
Convolution op_297 1 1 354:12 356:12 -23330=4,3,1,1,28 0=28 1=1 4=-233 5=1 6=18816
|
||||
Swish op_298 1 1 356:12 358:12 -23330=4,3,1,1,28
|
||||
Convolution op_299 1 1 358:12 361:12 -23330=4,3,1,1,672 0=672 1=1 4=-233 5=1 6=18816 9=4
|
||||
BinaryOp op_301 2 1 353:12_splitncnn_0 361:12 362:12 -23330=4,3,14,14,672 0=2
|
||||
Convolution op_302 1 1 362:12 363:12 -23330=4,3,14,14,112 0=112 1=1 4=-233 6=75264
|
||||
Eltwise op_303 2 1 363:12 344:12_splitncnn_0 364:12 -23330=4,3,14,14,112 0=1
|
||||
BinaryOp op_304 2 1 364:12 33:11 365:12 -23330=4,3,14,14,112
|
||||
Split splitncnn_15 1 2 365:12 365:12_splitncnn_0 365:12_splitncnn_1 -23330=8,3,14,14,112,3,14,14,112
|
||||
Convolution op_305 1 1 365:12_splitncnn_1 367:12 -23330=4,3,14,14,672 0=672 1=1 4=-233 5=1 6=75264
|
||||
Swish op_306 1 1 367:12 369:12 -23330=4,3,14,14,672
|
||||
ConvolutionDepthWise op_307 1 1 369:12 372:12 -23330=4,3,14,14,672 0=672 1=3 4=-233 5=1 6=6048 7=672
|
||||
Swish op_309 1 1 372:12 374:12 -23330=4,3,14,14,672
|
||||
Split splitncnn_16 1 2 374:12 374:12_splitncnn_0 374:12_splitncnn_1 -23330=8,3,14,14,672,3,14,14,672
|
||||
Reduction op_310 1 1 374:12_splitncnn_1 375:12 -23330=4,3,1,1,672 0=3 1=0 -23303=2,1,2 4=1 5=1
|
||||
Convolution op_311 1 1 375:12 377:12 -23330=4,3,1,1,28 0=28 1=1 4=-233 5=1 6=18816
|
||||
Swish op_312 1 1 377:12 379:12 -23330=4,3,1,1,28
|
||||
Convolution op_313 1 1 379:12 382:12 -23330=4,3,1,1,672 0=672 1=1 4=-233 5=1 6=18816 9=4
|
||||
BinaryOp op_315 2 1 374:12_splitncnn_0 382:12 383:12 -23330=4,3,14,14,672 0=2
|
||||
Convolution op_316 1 1 383:12 384:12 -23330=4,3,14,14,112 0=112 1=1 4=-233 6=75264
|
||||
Eltwise op_317 2 1 365:12_splitncnn_0 384:12 385:12 -23330=4,3,14,14,112 0=1
|
||||
BinaryOp op_318 2 1 385:12 44:11 386:12 -23330=4,3,14,14,112
|
||||
Split splitncnn_17 1 2 386:12 386:12_splitncnn_0 386:12_splitncnn_1 -23330=8,3,14,14,112,3,14,14,112
|
||||
Convolution op_319 1 1 386:12_splitncnn_1 388:12 -23330=4,3,14,14,672 0=672 1=1 4=-233 5=1 6=75264
|
||||
Swish op_320 1 1 388:12 390:12 -23330=4,3,14,14,672
|
||||
ConvolutionDepthWise op_321 1 1 390:12 393:12 -23330=4,3,14,14,672 0=672 1=3 4=-233 5=1 6=6048 7=672
|
||||
Swish op_323 1 1 393:12 395:12 -23330=4,3,14,14,672
|
||||
Split splitncnn_18 1 2 395:12 395:12_splitncnn_0 395:12_splitncnn_1 -23330=8,3,14,14,672,3,14,14,672
|
||||
Reduction op_324 1 1 395:12_splitncnn_1 396:12 -23330=4,3,1,1,672 0=3 1=0 -23303=2,1,2 4=1 5=1
|
||||
Convolution op_325 1 1 396:12 398:12 -23330=4,3,1,1,28 0=28 1=1 4=-233 5=1 6=18816
|
||||
Swish op_326 1 1 398:12 400:12 -23330=4,3,1,1,28
|
||||
Convolution op_327 1 1 400:12 403:12 -23330=4,3,1,1,672 0=672 1=1 4=-233 5=1 6=18816 9=4
|
||||
BinaryOp op_329 2 1 395:12_splitncnn_0 403:12 404:12 -23330=4,3,14,14,672 0=2
|
||||
Convolution op_330 1 1 404:12 405:12 -23330=4,3,14,14,112 0=112 1=1 4=-233 6=75264
|
||||
Eltwise op_331 2 1 386:12_splitncnn_0 405:12 406:12 -23330=4,3,14,14,112 0=1
|
||||
BinaryOp op_332 2 1 406:12 55:11 407:12_splitncnn_0 -23330=4,3,14,14,112
|
||||
Convolution op_334 1 1 407:12_splitncnn_0 410:12 -23330=4,3,14,14,672 0=672 1=1 4=-233 5=1 6=75264
|
||||
Swish op_335 1 1 410:12 412:12 -23330=4,3,14,14,672
|
||||
ConvolutionDepthWise op_336 1 1 412:12 415:12 -23330=4,3,7,7,672 0=672 1=3 3=2 4=-233 5=1 6=6048 7=672
|
||||
Swish op_338 1 1 415:12 417:12 -23330=4,3,7,7,672
|
||||
Split splitncnn_20 1 2 417:12 417:12_splitncnn_0 417:12_splitncnn_1 -23330=8,3,7,7,672,3,7,7,672
|
||||
Reduction op_339 1 1 417:12_splitncnn_1 418:12 -23330=4,3,1,1,672 0=3 1=0 -23303=2,1,2 4=1 5=1
|
||||
Convolution op_340 1 1 418:12 420:12 -23330=4,3,1,1,28 0=28 1=1 4=-233 5=1 6=18816
|
||||
Swish op_341 1 1 420:12 422:12 -23330=4,3,1,1,28
|
||||
Convolution op_342 1 1 422:12 425:12 -23330=4,3,1,1,672 0=672 1=1 4=-233 5=1 6=18816 9=4
|
||||
BinaryOp op_344 2 1 417:12_splitncnn_0 425:12 426:12 -23330=4,3,7,7,672 0=2
|
||||
Convolution op_345 1 1 426:12 428:12 -23330=4,3,7,7,192 0=192 1=1 4=-233 5=1 6=129024
|
||||
Split splitncnn_21 1 2 428:12 428:12_splitncnn_0 428:12_splitncnn_1 -23330=8,3,7,7,192,3,7,7,192
|
||||
Convolution op_346 1 1 428:12_splitncnn_1 430:12 -23330=4,3,7,7,1152 0=1152 1=1 4=-233 5=1 6=221184
|
||||
Swish op_347 1 1 430:12 432:12 -23330=4,3,7,7,1152
|
||||
ConvolutionDepthWise op_348 1 1 432:12 435:12 -23330=4,3,7,7,1152 0=1152 1=3 4=-233 5=1 6=10368 7=1152
|
||||
Swish op_350 1 1 435:12 437:12 -23330=4,3,7,7,1152
|
||||
Split splitncnn_22 1 2 437:12 437:12_splitncnn_0 437:12_splitncnn_1 -23330=8,3,7,7,1152,3,7,7,1152
|
||||
Reduction op_351 1 1 437:12_splitncnn_1 438:12 -23330=4,3,1,1,1152 0=3 1=0 -23303=2,1,2 4=1 5=1
|
||||
Convolution op_352 1 1 438:12 440:12 -23330=4,3,1,1,48 0=48 1=1 4=-233 5=1 6=55296
|
||||
Swish op_353 1 1 440:12 442:12 -23330=4,3,1,1,48
|
||||
Convolution op_354 1 1 442:12 445:12 -23330=4,3,1,1,1152 0=1152 1=1 4=-233 5=1 6=55296 9=4
|
||||
BinaryOp op_356 2 1 437:12_splitncnn_0 445:12 446:12 -23330=4,3,7,7,1152 0=2
|
||||
Convolution op_357 1 1 446:12 447:12 -23330=4,3,7,7,192 0=192 1=1 4=-233 6=221184
|
||||
Eltwise op_358 2 1 428:12_splitncnn_0 447:12 448:12 -23330=4,3,7,7,192 0=1
|
||||
BinaryOp op_359 2 1 448:12 133:12 449:12 -23330=4,3,7,7,192
|
||||
Split splitncnn_23 1 2 449:12 449:12_splitncnn_0 449:12_splitncnn_1 -23330=8,3,7,7,192,3,7,7,192
|
||||
Convolution op_360 1 1 449:12_splitncnn_1 451:12 -23330=4,3,7,7,1152 0=1152 1=1 4=-233 5=1 6=221184
|
||||
Swish op_361 1 1 451:12 453:12 -23330=4,3,7,7,1152
|
||||
ConvolutionDepthWise op_362 1 1 453:12 456:12 -23330=4,3,7,7,1152 0=1152 1=3 4=-233 5=1 6=10368 7=1152
|
||||
Swish op_364 1 1 456:12 458:12 -23330=4,3,7,7,1152
|
||||
Split splitncnn_24 1 2 458:12 458:12_splitncnn_0 458:12_splitncnn_1 -23330=8,3,7,7,1152,3,7,7,1152
|
||||
Reduction op_365 1 1 458:12_splitncnn_1 459:12 -23330=4,3,1,1,1152 0=3 1=0 -23303=2,1,2 4=1 5=1
|
||||
Convolution op_366 1 1 459:12 461:12 -23330=4,3,1,1,48 0=48 1=1 4=-233 5=1 6=55296
|
||||
Swish op_367 1 1 461:12 463:12 -23330=4,3,1,1,48
|
||||
Convolution op_368 1 1 463:12 466:12 -23330=4,3,1,1,1152 0=1152 1=1 4=-233 5=1 6=55296 9=4
|
||||
BinaryOp op_370 2 1 458:12_splitncnn_0 466:12 467:12 -23330=4,3,7,7,1152 0=2
|
||||
Convolution op_371 1 1 467:12 468:12 -23330=4,3,7,7,192 0=192 1=1 4=-233 6=221184
|
||||
Eltwise op_372 2 1 449:12_splitncnn_0 468:12 469:12 -23330=4,3,7,7,192 0=1
|
||||
BinaryOp op_373 2 1 469:12 144:12 470:12 -23330=4,3,7,7,192
|
||||
Split splitncnn_25 1 2 470:12 470:12_splitncnn_0 470:12_splitncnn_1 -23330=8,3,7,7,192,3,7,7,192
|
||||
Convolution op_374 1 1 470:12_splitncnn_1 472:12 -23330=4,3,7,7,1152 0=1152 1=1 4=-233 5=1 6=221184
|
||||
Swish op_375 1 1 472:12 474:12 -23330=4,3,7,7,1152
|
||||
ConvolutionDepthWise op_376 1 1 474:12 477:12 -23330=4,3,7,7,1152 0=1152 1=3 4=-233 5=1 6=10368 7=1152
|
||||
Swish op_378 1 1 477:12 479:12 -23330=4,3,7,7,1152
|
||||
Split splitncnn_26 1 2 479:12 479:12_splitncnn_0 479:12_splitncnn_1 -23330=8,3,7,7,1152,3,7,7,1152
|
||||
Reduction op_379 1 1 479:12_splitncnn_1 480:12 -23330=4,3,1,1,1152 0=3 1=0 -23303=2,1,2 4=1 5=1
|
||||
Convolution op_380 1 1 480:12 482:12 -23330=4,3,1,1,48 0=48 1=1 4=-233 5=1 6=55296
|
||||
Swish op_381 1 1 482:12 484:12 -23330=4,3,1,1,48
|
||||
Convolution op_382 1 1 484:12 487:12 -23330=4,3,1,1,1152 0=1152 1=1 4=-233 5=1 6=55296 9=4
|
||||
BinaryOp op_384 2 1 479:12_splitncnn_0 487:12 488:12 -23330=4,3,7,7,1152 0=2
|
||||
Convolution op_385 1 1 488:12 489:12 -23330=4,3,7,7,192 0=192 1=1 4=-233 6=221184
|
||||
Eltwise op_386 2 1 470:12_splitncnn_0 489:12 490:12 -23330=4,3,7,7,192 0=1
|
||||
BinaryOp op_387 2 1 490:12 155:12 491:12 -23330=4,3,7,7,192
|
||||
Split splitncnn_27 1 2 491:12 491:12_splitncnn_0 491:12_splitncnn_1 -23330=8,3,7,7,192,3,7,7,192
|
||||
Convolution op_388 1 1 491:12_splitncnn_1 493:12 -23330=4,3,7,7,1152 0=1152 1=1 4=-233 5=1 6=221184
|
||||
Swish op_389 1 1 493:12 495:12 -23330=4,3,7,7,1152
|
||||
ConvolutionDepthWise op_390 1 1 495:12 498:12 -23330=4,3,7,7,1152 0=1152 1=3 4=-233 5=1 6=10368 7=1152
|
||||
Swish op_392 1 1 498:12 500:12 -23330=4,3,7,7,1152
|
||||
Split splitncnn_28 1 2 500:12 500:12_splitncnn_0 500:12_splitncnn_1 -23330=8,3,7,7,1152,3,7,7,1152
|
||||
Reduction op_393 1 1 500:12_splitncnn_1 501:12 -23330=4,3,1,1,1152 0=3 1=0 -23303=2,1,2 4=1 5=1
|
||||
Convolution op_394 1 1 501:12 503:12 -23330=4,3,1,1,48 0=48 1=1 4=-233 5=1 6=55296
|
||||
Swish op_395 1 1 503:12 505:12 -23330=4,3,1,1,48
|
||||
Convolution op_396 1 1 505:12 508:12 -23330=4,3,1,1,1152 0=1152 1=1 4=-233 5=1 6=55296 9=4
|
||||
BinaryOp op_398 2 1 500:12_splitncnn_0 508:12 509:12 -23330=4,3,7,7,1152 0=2
|
||||
Convolution op_399 1 1 509:12 510:12 -23330=4,3,7,7,192 0=192 1=1 4=-233 6=221184
|
||||
Eltwise op_400 2 1 491:12_splitncnn_0 510:12 511:12 -23330=4,3,7,7,192 0=1
|
||||
BinaryOp op_401 2 1 511:12 166:12 512:12 -23330=4,3,7,7,192
|
||||
Split splitncnn_29 1 2 512:12 512:12_splitncnn_0 512:12_splitncnn_1 -23330=8,3,7,7,192,3,7,7,192
|
||||
Convolution op_402 1 1 512:12_splitncnn_1 514:12 -23330=4,3,7,7,1152 0=1152 1=1 4=-233 5=1 6=221184
|
||||
Swish op_403 1 1 514:12 516:12 -23330=4,3,7,7,1152
|
||||
ConvolutionDepthWise op_404 1 1 516:12 519:12 -23330=4,3,7,7,1152 0=1152 1=3 4=-233 5=1 6=10368 7=1152
|
||||
Swish op_406 1 1 519:12 521:12 -23330=4,3,7,7,1152
|
||||
Split splitncnn_30 1 2 521:12 521:12_splitncnn_0 521:12_splitncnn_1 -23330=8,3,7,7,1152,3,7,7,1152
|
||||
Reduction op_407 1 1 521:12_splitncnn_1 522:12 -23330=4,3,1,1,1152 0=3 1=0 -23303=2,1,2 4=1 5=1
|
||||
Convolution op_408 1 1 522:12 524:12 -23330=4,3,1,1,48 0=48 1=1 4=-233 5=1 6=55296
|
||||
Swish op_409 1 1 524:12 526:12 -23330=4,3,1,1,48
|
||||
Convolution op_410 1 1 526:12 529:12 -23330=4,3,1,1,1152 0=1152 1=1 4=-233 5=1 6=55296 9=4
|
||||
BinaryOp op_412 2 1 521:12_splitncnn_0 529:12 530:12 -23330=4,3,7,7,1152 0=2
|
||||
Convolution op_413 1 1 530:12 531:12 -23330=4,3,7,7,192 0=192 1=1 4=-233 6=221184
|
||||
Eltwise op_414 2 1 512:12_splitncnn_0 531:12 532:12 -23330=4,3,7,7,192 0=1
|
||||
BinaryOp op_415 2 1 532:12 177:12 533:12 -23330=4,3,7,7,192
|
||||
Split splitncnn_31 1 2 533:12 533:12_splitncnn_0 533:12_splitncnn_1 -23330=8,3,7,7,192,3,7,7,192
|
||||
Convolution op_416 1 1 533:12_splitncnn_1 535:12 -23330=4,3,7,7,1152 0=1152 1=1 4=-233 5=1 6=221184
|
||||
Swish op_417 1 1 535:12 537:12 -23330=4,3,7,7,1152
|
||||
ConvolutionDepthWise op_418 1 1 537:12 540:12 -23330=4,3,7,7,1152 0=1152 1=3 4=-233 5=1 6=10368 7=1152
|
||||
Swish op_420 1 1 540:12 542:12 -23330=4,3,7,7,1152
|
||||
Split splitncnn_32 1 2 542:12 542:12_splitncnn_0 542:12_splitncnn_1 -23330=8,3,7,7,1152,3,7,7,1152
|
||||
Reduction op_421 1 1 542:12_splitncnn_1 543:12 -23330=4,3,1,1,1152 0=3 1=0 -23303=2,1,2 4=1 5=1
|
||||
Convolution op_422 1 1 543:12 545:12 -23330=4,3,1,1,48 0=48 1=1 4=-233 5=1 6=55296
|
||||
Swish op_423 1 1 545:12 547:12 -23330=4,3,1,1,48
|
||||
Convolution op_424 1 1 547:12 550:12 -23330=4,3,1,1,1152 0=1152 1=1 4=-233 5=1 6=55296 9=4
|
||||
BinaryOp op_426 2 1 542:12_splitncnn_0 550:12 551:12 -23330=4,3,7,7,1152 0=2
|
||||
Convolution op_427 1 1 551:12 552:12 -23330=4,3,7,7,192 0=192 1=1 4=-233 6=221184
|
||||
Eltwise op_428 2 1 533:12_splitncnn_0 552:12 553:12 -23330=4,3,7,7,192 0=1
|
||||
BinaryOp op_429 2 1 553:12 188:12 554:12 -23330=4,3,7,7,192
|
||||
Split splitncnn_33 1 2 554:12 554:12_splitncnn_0 554:12_splitncnn_1 -23330=8,3,7,7,192,3,7,7,192
|
||||
Convolution op_430 1 1 554:12_splitncnn_1 556:12 -23330=4,3,7,7,1152 0=1152 1=1 4=-233 5=1 6=221184
|
||||
Swish op_431 1 1 556:12 558:12 -23330=4,3,7,7,1152
|
||||
ConvolutionDepthWise op_432 1 1 558:12 561:12 -23330=4,3,7,7,1152 0=1152 1=3 4=-233 5=1 6=10368 7=1152
|
||||
Swish op_434 1 1 561:12 563:12 -23330=4,3,7,7,1152
|
||||
Split splitncnn_34 1 2 563:12 563:12_splitncnn_0 563:12_splitncnn_1 -23330=8,3,7,7,1152,3,7,7,1152
|
||||
Reduction op_435 1 1 563:12_splitncnn_1 564:12 -23330=4,3,1,1,1152 0=3 1=0 -23303=2,1,2 4=1 5=1
|
||||
Convolution op_436 1 1 564:12 566:12 -23330=4,3,1,1,48 0=48 1=1 4=-233 5=1 6=55296
|
||||
Swish op_437 1 1 566:12 568:12 -23330=4,3,1,1,48
|
||||
Convolution op_438 1 1 568:12 571:12 -23330=4,3,1,1,1152 0=1152 1=1 4=-233 5=1 6=55296 9=4
|
||||
BinaryOp op_440 2 1 563:12_splitncnn_0 571:12 572:12 -23330=4,3,7,7,1152 0=2
|
||||
Convolution op_441 1 1 572:12 573:12 -23330=4,3,7,7,192 0=192 1=1 4=-233 6=221184
|
||||
Eltwise op_442 2 1 554:12_splitncnn_0 573:12 574:12 -23330=4,3,7,7,192 0=1
|
||||
BinaryOp op_443 2 1 574:12 199:12 575:12_splitncnn_0 -23330=4,3,7,7,192
|
||||
Convolution op_445 1 1 575:12_splitncnn_0 578:12 -23330=4,3,7,7,1280 0=1280 1=1 4=-233 5=1 6=245760
|
||||
Swish op_446 1 1 578:12 580:12 -23330=4,3,7,7,1280
|
||||
Pooling op_447 1 1 580:12 581:12 -23330=4,1,1280,1,1 0=1 4=1
|
||||
InnerProduct op_448 1 1 581:12 584:12 -23330=4,1,1000,1,1 0=1000 1=1 2=1280000
|
||||
96
3rdparty/ncnn/benchmark/googlenet.param
vendored
Normal file
96
3rdparty/ncnn/benchmark/googlenet.param
vendored
Normal file
@ -0,0 +1,96 @@
|
||||
7767517
|
||||
94 121
|
||||
Input data 0 1 data -23330=4,3,224,224,3 0=224 1=224 2=3
|
||||
Convolution conv1/7x7_s2 1 1 data conv1/7x7_s2_conv1/relu_7x7 -23330=4,3,112,112,64 0=64 1=7 3=2 4=3 5=1 6=9408 9=1
|
||||
Pooling pool1/3x3_s2 1 1 conv1/7x7_s2_conv1/relu_7x7 pool1/3x3_s2 -23330=4,3,56,56,64 1=3 2=2
|
||||
LRN pool1/norm1 1 1 pool1/3x3_s2 pool1/norm1 -23330=4,3,56,56,64 2=1.000000e-04
|
||||
Convolution conv2/3x3_reduce 1 1 pool1/norm1 conv2/3x3_reduce_conv2/relu_3x3_reduce -23330=4,3,56,56,64 0=64 1=1 5=1 6=4096 9=1
|
||||
Convolution conv2/3x3 1 1 conv2/3x3_reduce_conv2/relu_3x3_reduce conv2/3x3_conv2/relu_3x3 -23330=4,3,56,56,192 0=192 1=3 4=1 5=1 6=110592 9=1
|
||||
LRN conv2/norm2 1 1 conv2/3x3_conv2/relu_3x3 conv2/norm2 -23330=4,3,56,56,192 2=1.000000e-04
|
||||
Pooling pool2/3x3_s2 1 1 conv2/norm2 pool2/3x3_s2 -23330=4,3,28,28,192 1=3 2=2
|
||||
Split splitncnn_0 1 4 pool2/3x3_s2 pool2/3x3_s2_splitncnn_0 pool2/3x3_s2_splitncnn_1 pool2/3x3_s2_splitncnn_2 pool2/3x3_s2_splitncnn_3 -23330=16,3,28,28,192,3,28,28,192,3,28,28,192,3,28,28,192
|
||||
Convolution inception_3a/1x1 1 1 pool2/3x3_s2_splitncnn_3 inception_3a/1x1_inception_3a/relu_1x1 -23330=4,3,28,28,64 0=64 1=1 5=1 6=12288 9=1
|
||||
Convolution inception_3a/3x3_reduce 1 1 pool2/3x3_s2_splitncnn_2 inception_3a/3x3_reduce_inception_3a/relu_3x3_reduce -23330=4,3,28,28,96 0=96 1=1 5=1 6=18432 9=1
|
||||
Convolution inception_3a/3x3 1 1 inception_3a/3x3_reduce_inception_3a/relu_3x3_reduce inception_3a/3x3_inception_3a/relu_3x3 -23330=4,3,28,28,128 0=128 1=3 4=1 5=1 6=110592 9=1
|
||||
Convolution inception_3a/5x5_reduce 1 1 pool2/3x3_s2_splitncnn_1 inception_3a/5x5_reduce_inception_3a/relu_5x5_reduce -23330=4,3,28,28,16 0=16 1=1 5=1 6=3072 9=1
|
||||
Convolution inception_3a/5x5 1 1 inception_3a/5x5_reduce_inception_3a/relu_5x5_reduce inception_3a/5x5_inception_3a/relu_5x5 -23330=4,3,28,28,32 0=32 1=5 4=2 5=1 6=12800 9=1
|
||||
Pooling inception_3a/pool 1 1 pool2/3x3_s2_splitncnn_0 inception_3a/pool -23330=4,3,28,28,192 1=3 3=1
|
||||
Convolution inception_3a/pool_proj 1 1 inception_3a/pool inception_3a/pool_proj_inception_3a/relu_pool_proj -23330=4,3,28,28,32 0=32 1=1 5=1 6=6144 9=1
|
||||
Concat inception_3a/output 4 1 inception_3a/1x1_inception_3a/relu_1x1 inception_3a/3x3_inception_3a/relu_3x3 inception_3a/5x5_inception_3a/relu_5x5 inception_3a/pool_proj_inception_3a/relu_pool_proj inception_3a/output -23330=4,3,28,28,256
|
||||
Split splitncnn_1 1 4 inception_3a/output inception_3a/output_splitncnn_0 inception_3a/output_splitncnn_1 inception_3a/output_splitncnn_2 inception_3a/output_splitncnn_3 -23330=16,3,28,28,256,3,28,28,256,3,28,28,256,3,28,28,256
|
||||
Convolution inception_3b/1x1 1 1 inception_3a/output_splitncnn_3 inception_3b/1x1_inception_3b/relu_1x1 -23330=4,3,28,28,128 0=128 1=1 5=1 6=32768 9=1
|
||||
Convolution inception_3b/3x3_reduce 1 1 inception_3a/output_splitncnn_2 inception_3b/3x3_reduce_inception_3b/relu_3x3_reduce -23330=4,3,28,28,128 0=128 1=1 5=1 6=32768 9=1
|
||||
Convolution inception_3b/3x3 1 1 inception_3b/3x3_reduce_inception_3b/relu_3x3_reduce inception_3b/3x3_inception_3b/relu_3x3 -23330=4,3,28,28,192 0=192 1=3 4=1 5=1 6=221184 9=1
|
||||
Convolution inception_3b/5x5_reduce 1 1 inception_3a/output_splitncnn_1 inception_3b/5x5_reduce_inception_3b/relu_5x5_reduce -23330=4,3,28,28,32 0=32 1=1 5=1 6=8192 9=1
|
||||
Convolution inception_3b/5x5 1 1 inception_3b/5x5_reduce_inception_3b/relu_5x5_reduce inception_3b/5x5_inception_3b/relu_5x5 -23330=4,3,28,28,96 0=96 1=5 4=2 5=1 6=76800 9=1
|
||||
Pooling inception_3b/pool 1 1 inception_3a/output_splitncnn_0 inception_3b/pool -23330=4,3,28,28,256 1=3 3=1
|
||||
Convolution inception_3b/pool_proj 1 1 inception_3b/pool inception_3b/pool_proj_inception_3b/relu_pool_proj -23330=4,3,28,28,64 0=64 1=1 5=1 6=16384 9=1
|
||||
Concat inception_3b/output 4 1 inception_3b/1x1_inception_3b/relu_1x1 inception_3b/3x3_inception_3b/relu_3x3 inception_3b/5x5_inception_3b/relu_5x5 inception_3b/pool_proj_inception_3b/relu_pool_proj inception_3b/output -23330=4,3,28,28,480
|
||||
Pooling pool3/3x3_s2 1 1 inception_3b/output pool3/3x3_s2 -23330=4,3,14,14,480 1=3 2=2
|
||||
Split splitncnn_2 1 4 pool3/3x3_s2 pool3/3x3_s2_splitncnn_0 pool3/3x3_s2_splitncnn_1 pool3/3x3_s2_splitncnn_2 pool3/3x3_s2_splitncnn_3 -23330=16,3,14,14,480,3,14,14,480,3,14,14,480,3,14,14,480
|
||||
Convolution inception_4a/1x1 1 1 pool3/3x3_s2_splitncnn_3 inception_4a/1x1_inception_4a/relu_1x1 -23330=4,3,14,14,192 0=192 1=1 5=1 6=92160 9=1
|
||||
Convolution inception_4a/3x3_reduce 1 1 pool3/3x3_s2_splitncnn_2 inception_4a/3x3_reduce_inception_4a/relu_3x3_reduce -23330=4,3,14,14,96 0=96 1=1 5=1 6=46080 9=1
|
||||
Convolution inception_4a/3x3 1 1 inception_4a/3x3_reduce_inception_4a/relu_3x3_reduce inception_4a/3x3_inception_4a/relu_3x3 -23330=4,3,14,14,208 0=208 1=3 4=1 5=1 6=179712 9=1
|
||||
Convolution inception_4a/5x5_reduce 1 1 pool3/3x3_s2_splitncnn_1 inception_4a/5x5_reduce_inception_4a/relu_5x5_reduce -23330=4,3,14,14,16 0=16 1=1 5=1 6=7680 9=1
|
||||
Convolution inception_4a/5x5 1 1 inception_4a/5x5_reduce_inception_4a/relu_5x5_reduce inception_4a/5x5_inception_4a/relu_5x5 -23330=4,3,14,14,48 0=48 1=5 4=2 5=1 6=19200 9=1
|
||||
Pooling inception_4a/pool 1 1 pool3/3x3_s2_splitncnn_0 inception_4a/pool -23330=4,3,14,14,480 1=3 3=1
|
||||
Convolution inception_4a/pool_proj 1 1 inception_4a/pool inception_4a/pool_proj_inception_4a/relu_pool_proj -23330=4,3,14,14,64 0=64 1=1 5=1 6=30720 9=1
|
||||
Concat inception_4a/output 4 1 inception_4a/1x1_inception_4a/relu_1x1 inception_4a/3x3_inception_4a/relu_3x3 inception_4a/5x5_inception_4a/relu_5x5 inception_4a/pool_proj_inception_4a/relu_pool_proj inception_4a/output -23330=4,3,14,14,512
|
||||
Split splitncnn_3 1 4 inception_4a/output inception_4a/output_splitncnn_0 inception_4a/output_splitncnn_1 inception_4a/output_splitncnn_2 inception_4a/output_splitncnn_3 -23330=16,3,14,14,512,3,14,14,512,3,14,14,512,3,14,14,512
|
||||
Convolution inception_4b/1x1 1 1 inception_4a/output_splitncnn_3 inception_4b/1x1_inception_4b/relu_1x1 -23330=4,3,14,14,160 0=160 1=1 5=1 6=81920 9=1
|
||||
Convolution inception_4b/3x3_reduce 1 1 inception_4a/output_splitncnn_2 inception_4b/3x3_reduce_inception_4b/relu_3x3_reduce -23330=4,3,14,14,112 0=112 1=1 5=1 6=57344 9=1
|
||||
Convolution inception_4b/3x3 1 1 inception_4b/3x3_reduce_inception_4b/relu_3x3_reduce inception_4b/3x3_inception_4b/relu_3x3 -23330=4,3,14,14,224 0=224 1=3 4=1 5=1 6=225792 9=1
|
||||
Convolution inception_4b/5x5_reduce 1 1 inception_4a/output_splitncnn_1 inception_4b/5x5_reduce_inception_4b/relu_5x5_reduce -23330=4,3,14,14,24 0=24 1=1 5=1 6=12288 9=1
|
||||
Convolution inception_4b/5x5 1 1 inception_4b/5x5_reduce_inception_4b/relu_5x5_reduce inception_4b/5x5_inception_4b/relu_5x5 -23330=4,3,14,14,64 0=64 1=5 4=2 5=1 6=38400 9=1
|
||||
Pooling inception_4b/pool 1 1 inception_4a/output_splitncnn_0 inception_4b/pool -23330=4,3,14,14,512 1=3 3=1
|
||||
Convolution inception_4b/pool_proj 1 1 inception_4b/pool inception_4b/pool_proj_inception_4b/relu_pool_proj -23330=4,3,14,14,64 0=64 1=1 5=1 6=32768 9=1
|
||||
Concat inception_4b/output 4 1 inception_4b/1x1_inception_4b/relu_1x1 inception_4b/3x3_inception_4b/relu_3x3 inception_4b/5x5_inception_4b/relu_5x5 inception_4b/pool_proj_inception_4b/relu_pool_proj inception_4b/output -23330=4,3,14,14,512
|
||||
Split splitncnn_4 1 4 inception_4b/output inception_4b/output_splitncnn_0 inception_4b/output_splitncnn_1 inception_4b/output_splitncnn_2 inception_4b/output_splitncnn_3 -23330=16,3,14,14,512,3,14,14,512,3,14,14,512,3,14,14,512
|
||||
Convolution inception_4c/1x1 1 1 inception_4b/output_splitncnn_3 inception_4c/1x1_inception_4c/relu_1x1 -23330=4,3,14,14,128 0=128 1=1 5=1 6=65536 9=1
|
||||
Convolution inception_4c/3x3_reduce 1 1 inception_4b/output_splitncnn_2 inception_4c/3x3_reduce_inception_4c/relu_3x3_reduce -23330=4,3,14,14,128 0=128 1=1 5=1 6=65536 9=1
|
||||
Convolution inception_4c/3x3 1 1 inception_4c/3x3_reduce_inception_4c/relu_3x3_reduce inception_4c/3x3_inception_4c/relu_3x3 -23330=4,3,14,14,256 0=256 1=3 4=1 5=1 6=294912 9=1
|
||||
Convolution inception_4c/5x5_reduce 1 1 inception_4b/output_splitncnn_1 inception_4c/5x5_reduce_inception_4c/relu_5x5_reduce -23330=4,3,14,14,24 0=24 1=1 5=1 6=12288 9=1
|
||||
Convolution inception_4c/5x5 1 1 inception_4c/5x5_reduce_inception_4c/relu_5x5_reduce inception_4c/5x5_inception_4c/relu_5x5 -23330=4,3,14,14,64 0=64 1=5 4=2 5=1 6=38400 9=1
|
||||
Pooling inception_4c/pool 1 1 inception_4b/output_splitncnn_0 inception_4c/pool -23330=4,3,14,14,512 1=3 3=1
|
||||
Convolution inception_4c/pool_proj 1 1 inception_4c/pool inception_4c/pool_proj_inception_4c/relu_pool_proj -23330=4,3,14,14,64 0=64 1=1 5=1 6=32768 9=1
|
||||
Concat inception_4c/output 4 1 inception_4c/1x1_inception_4c/relu_1x1 inception_4c/3x3_inception_4c/relu_3x3 inception_4c/5x5_inception_4c/relu_5x5 inception_4c/pool_proj_inception_4c/relu_pool_proj inception_4c/output -23330=4,3,14,14,512
|
||||
Split splitncnn_5 1 4 inception_4c/output inception_4c/output_splitncnn_0 inception_4c/output_splitncnn_1 inception_4c/output_splitncnn_2 inception_4c/output_splitncnn_3 -23330=16,3,14,14,512,3,14,14,512,3,14,14,512,3,14,14,512
|
||||
Convolution inception_4d/1x1 1 1 inception_4c/output_splitncnn_3 inception_4d/1x1_inception_4d/relu_1x1 -23330=4,3,14,14,112 0=112 1=1 5=1 6=57344 9=1
|
||||
Convolution inception_4d/3x3_reduce 1 1 inception_4c/output_splitncnn_2 inception_4d/3x3_reduce_inception_4d/relu_3x3_reduce -23330=4,3,14,14,144 0=144 1=1 5=1 6=73728 9=1
|
||||
Convolution inception_4d/3x3 1 1 inception_4d/3x3_reduce_inception_4d/relu_3x3_reduce inception_4d/3x3_inception_4d/relu_3x3 -23330=4,3,14,14,288 0=288 1=3 4=1 5=1 6=373248 9=1
|
||||
Convolution inception_4d/5x5_reduce 1 1 inception_4c/output_splitncnn_1 inception_4d/5x5_reduce_inception_4d/relu_5x5_reduce -23330=4,3,14,14,32 0=32 1=1 5=1 6=16384 9=1
|
||||
Convolution inception_4d/5x5 1 1 inception_4d/5x5_reduce_inception_4d/relu_5x5_reduce inception_4d/5x5_inception_4d/relu_5x5 -23330=4,3,14,14,64 0=64 1=5 4=2 5=1 6=51200 9=1
|
||||
Pooling inception_4d/pool 1 1 inception_4c/output_splitncnn_0 inception_4d/pool -23330=4,3,14,14,512 1=3 3=1
|
||||
Convolution inception_4d/pool_proj 1 1 inception_4d/pool inception_4d/pool_proj_inception_4d/relu_pool_proj -23330=4,3,14,14,64 0=64 1=1 5=1 6=32768 9=1
|
||||
Concat inception_4d/output 4 1 inception_4d/1x1_inception_4d/relu_1x1 inception_4d/3x3_inception_4d/relu_3x3 inception_4d/5x5_inception_4d/relu_5x5 inception_4d/pool_proj_inception_4d/relu_pool_proj inception_4d/output -23330=4,3,14,14,528
|
||||
Split splitncnn_6 1 4 inception_4d/output inception_4d/output_splitncnn_0 inception_4d/output_splitncnn_1 inception_4d/output_splitncnn_2 inception_4d/output_splitncnn_3 -23330=16,3,14,14,528,3,14,14,528,3,14,14,528,3,14,14,528
|
||||
Convolution inception_4e/1x1 1 1 inception_4d/output_splitncnn_3 inception_4e/1x1_inception_4e/relu_1x1 -23330=4,3,14,14,256 0=256 1=1 5=1 6=135168 9=1
|
||||
Convolution inception_4e/3x3_reduce 1 1 inception_4d/output_splitncnn_2 inception_4e/3x3_reduce_inception_4e/relu_3x3_reduce -23330=4,3,14,14,160 0=160 1=1 5=1 6=84480 9=1
|
||||
Convolution inception_4e/3x3 1 1 inception_4e/3x3_reduce_inception_4e/relu_3x3_reduce inception_4e/3x3_inception_4e/relu_3x3 -23330=4,3,14,14,320 0=320 1=3 4=1 5=1 6=460800 9=1
|
||||
Convolution inception_4e/5x5_reduce 1 1 inception_4d/output_splitncnn_1 inception_4e/5x5_reduce_inception_4e/relu_5x5_reduce -23330=4,3,14,14,32 0=32 1=1 5=1 6=16896 9=1
|
||||
Convolution inception_4e/5x5 1 1 inception_4e/5x5_reduce_inception_4e/relu_5x5_reduce inception_4e/5x5_inception_4e/relu_5x5 -23330=4,3,14,14,128 0=128 1=5 4=2 5=1 6=102400 9=1
|
||||
Pooling inception_4e/pool 1 1 inception_4d/output_splitncnn_0 inception_4e/pool -23330=4,3,14,14,528 1=3 3=1
|
||||
Convolution inception_4e/pool_proj 1 1 inception_4e/pool inception_4e/pool_proj_inception_4e/relu_pool_proj -23330=4,3,14,14,128 0=128 1=1 5=1 6=67584 9=1
|
||||
Concat inception_4e/output 4 1 inception_4e/1x1_inception_4e/relu_1x1 inception_4e/3x3_inception_4e/relu_3x3 inception_4e/5x5_inception_4e/relu_5x5 inception_4e/pool_proj_inception_4e/relu_pool_proj inception_4e/output -23330=4,3,14,14,832
|
||||
Pooling pool4/3x3_s2 1 1 inception_4e/output pool4/3x3_s2 -23330=4,3,7,7,832 1=3 2=2
|
||||
Split splitncnn_7 1 4 pool4/3x3_s2 pool4/3x3_s2_splitncnn_0 pool4/3x3_s2_splitncnn_1 pool4/3x3_s2_splitncnn_2 pool4/3x3_s2_splitncnn_3 -23330=16,3,7,7,832,3,7,7,832,3,7,7,832,3,7,7,832
|
||||
Convolution inception_5a/1x1 1 1 pool4/3x3_s2_splitncnn_3 inception_5a/1x1_inception_5a/relu_1x1 -23330=4,3,7,7,256 0=256 1=1 5=1 6=212992 9=1
|
||||
Convolution inception_5a/3x3_reduce 1 1 pool4/3x3_s2_splitncnn_2 inception_5a/3x3_reduce_inception_5a/relu_3x3_reduce -23330=4,3,7,7,160 0=160 1=1 5=1 6=133120 9=1
|
||||
Convolution inception_5a/3x3 1 1 inception_5a/3x3_reduce_inception_5a/relu_3x3_reduce inception_5a/3x3_inception_5a/relu_3x3 -23330=4,3,7,7,320 0=320 1=3 4=1 5=1 6=460800 9=1
|
||||
Convolution inception_5a/5x5_reduce 1 1 pool4/3x3_s2_splitncnn_1 inception_5a/5x5_reduce_inception_5a/relu_5x5_reduce -23330=4,3,7,7,32 0=32 1=1 5=1 6=26624 9=1
|
||||
Convolution inception_5a/5x5 1 1 inception_5a/5x5_reduce_inception_5a/relu_5x5_reduce inception_5a/5x5_inception_5a/relu_5x5 -23330=4,3,7,7,128 0=128 1=5 4=2 5=1 6=102400 9=1
|
||||
Pooling inception_5a/pool 1 1 pool4/3x3_s2_splitncnn_0 inception_5a/pool -23330=4,3,7,7,832 1=3 3=1
|
||||
Convolution inception_5a/pool_proj 1 1 inception_5a/pool inception_5a/pool_proj_inception_5a/relu_pool_proj -23330=4,3,7,7,128 0=128 1=1 5=1 6=106496 9=1
|
||||
Concat inception_5a/output 4 1 inception_5a/1x1_inception_5a/relu_1x1 inception_5a/3x3_inception_5a/relu_3x3 inception_5a/5x5_inception_5a/relu_5x5 inception_5a/pool_proj_inception_5a/relu_pool_proj inception_5a/output -23330=4,3,7,7,832
|
||||
Split splitncnn_8 1 4 inception_5a/output inception_5a/output_splitncnn_0 inception_5a/output_splitncnn_1 inception_5a/output_splitncnn_2 inception_5a/output_splitncnn_3 -23330=16,3,7,7,832,3,7,7,832,3,7,7,832,3,7,7,832
|
||||
Convolution inception_5b/1x1 1 1 inception_5a/output_splitncnn_3 inception_5b/1x1_inception_5b/relu_1x1 -23330=4,3,7,7,384 0=384 1=1 5=1 6=319488 9=1
|
||||
Convolution inception_5b/3x3_reduce 1 1 inception_5a/output_splitncnn_2 inception_5b/3x3_reduce_inception_5b/relu_3x3_reduce -23330=4,3,7,7,192 0=192 1=1 5=1 6=159744 9=1
|
||||
Convolution inception_5b/3x3 1 1 inception_5b/3x3_reduce_inception_5b/relu_3x3_reduce inception_5b/3x3_inception_5b/relu_3x3 -23330=4,3,7,7,384 0=384 1=3 4=1 5=1 6=663552 9=1
|
||||
Convolution inception_5b/5x5_reduce 1 1 inception_5a/output_splitncnn_1 inception_5b/5x5_reduce_inception_5b/relu_5x5_reduce -23330=4,3,7,7,48 0=48 1=1 5=1 6=39936 9=1
|
||||
Convolution inception_5b/5x5 1 1 inception_5b/5x5_reduce_inception_5b/relu_5x5_reduce inception_5b/5x5_inception_5b/relu_5x5 -23330=4,3,7,7,128 0=128 1=5 4=2 5=1 6=153600 9=1
|
||||
Pooling inception_5b/pool 1 1 inception_5a/output_splitncnn_0 inception_5b/pool -23330=4,3,7,7,832 1=3 3=1
|
||||
Convolution inception_5b/pool_proj 1 1 inception_5b/pool inception_5b/pool_proj_inception_5b/relu_pool_proj -23330=4,3,7,7,128 0=128 1=1 5=1 6=106496 9=1
|
||||
Concat inception_5b/output 4 1 inception_5b/1x1_inception_5b/relu_1x1 inception_5b/3x3_inception_5b/relu_3x3 inception_5b/5x5_inception_5b/relu_5x5 inception_5b/pool_proj_inception_5b/relu_pool_proj inception_5b/output -23330=4,3,7,7,1024
|
||||
Pooling pool5/7x7_s1 1 1 inception_5b/output pool5/7x7_s1_pool5/drop_7x7_s1 -23330=4,3,1,1,1024 0=1 1=7
|
||||
InnerProduct loss3/classifier 1 1 pool5/7x7_s1_pool5/drop_7x7_s1 loss3/classifier -23330=4,1,1000,1,1 0=1000 1=1 2=1024000
|
||||
Softmax prob 1 1 loss3/classifier output -23330=4,1,1000,1,1
|
||||
96
3rdparty/ncnn/benchmark/googlenet_int8.param
vendored
Normal file
96
3rdparty/ncnn/benchmark/googlenet_int8.param
vendored
Normal file
@ -0,0 +1,96 @@
|
||||
7767517
|
||||
94 121
|
||||
Input data 0 1 data 0=224 1=224 2=3
|
||||
Convolution conv1/7x7_s2 1 1 data conv1/7x7_s2_conv1/relu_7x7 0=64 1=7 3=2 4=3 5=1 6=9408 8=2 9=1
|
||||
Pooling pool1/3x3_s2 1 1 conv1/7x7_s2_conv1/relu_7x7 pool1/3x3_s2 1=3 2=2
|
||||
LRN pool1/norm1 1 1 pool1/3x3_s2 pool1/norm1 2=0.000100
|
||||
Convolution conv2/3x3_reduce 1 1 pool1/norm1 conv2/3x3_reduce_conv2/relu_3x3_reduce 0=64 1=1 5=1 6=4096 8=102 9=1
|
||||
Convolution conv2/3x3 1 1 conv2/3x3_reduce_conv2/relu_3x3_reduce conv2/3x3_conv2/relu_3x3 0=192 1=3 4=1 5=1 6=110592 8=2 9=1
|
||||
LRN conv2/norm2 1 1 conv2/3x3_conv2/relu_3x3 conv2/norm2 2=0.000100
|
||||
Pooling pool2/3x3_s2 1 1 conv2/norm2 pool2/3x3_s2 1=3 2=2
|
||||
Split splitncnn_0 1 4 pool2/3x3_s2 pool2/3x3_s2_splitncnn_0 pool2/3x3_s2_splitncnn_1 pool2/3x3_s2_splitncnn_2 pool2/3x3_s2_splitncnn_3
|
||||
Convolution inception_3a/1x1 1 1 pool2/3x3_s2_splitncnn_3 inception_3a/1x1_inception_3a/relu_1x1 0=64 1=1 5=1 6=12288 8=2 9=1
|
||||
Convolution inception_3a/3x3_reduce 1 1 pool2/3x3_s2_splitncnn_2 inception_3a/3x3_reduce_inception_3a/relu_3x3_reduce 0=96 1=1 5=1 6=18432 8=102 9=1
|
||||
Convolution inception_3a/3x3 1 1 inception_3a/3x3_reduce_inception_3a/relu_3x3_reduce inception_3a/3x3_inception_3a/relu_3x3 0=128 1=3 4=1 5=1 6=110592 8=2 9=1
|
||||
Convolution inception_3a/5x5_reduce 1 1 pool2/3x3_s2_splitncnn_1 inception_3a/5x5_reduce_inception_3a/relu_5x5_reduce 0=16 1=1 5=1 6=3072 8=102 9=1
|
||||
Convolution inception_3a/5x5 1 1 inception_3a/5x5_reduce_inception_3a/relu_5x5_reduce inception_3a/5x5_inception_3a/relu_5x5 0=32 1=5 4=2 5=1 6=12800 8=2 9=1
|
||||
Pooling inception_3a/pool 1 1 pool2/3x3_s2_splitncnn_0 inception_3a/pool 1=3 3=1
|
||||
Convolution inception_3a/pool_proj 1 1 inception_3a/pool inception_3a/pool_proj_inception_3a/relu_pool_proj 0=32 1=1 5=1 6=6144 8=2 9=1
|
||||
Concat inception_3a/output 4 1 inception_3a/1x1_inception_3a/relu_1x1 inception_3a/3x3_inception_3a/relu_3x3 inception_3a/5x5_inception_3a/relu_5x5 inception_3a/pool_proj_inception_3a/relu_pool_proj inception_3a/output
|
||||
Split splitncnn_1 1 4 inception_3a/output inception_3a/output_splitncnn_0 inception_3a/output_splitncnn_1 inception_3a/output_splitncnn_2 inception_3a/output_splitncnn_3
|
||||
Convolution inception_3b/1x1 1 1 inception_3a/output_splitncnn_3 inception_3b/1x1_inception_3b/relu_1x1 0=128 1=1 5=1 6=32768 8=2 9=1
|
||||
Convolution inception_3b/3x3_reduce 1 1 inception_3a/output_splitncnn_2 inception_3b/3x3_reduce_inception_3b/relu_3x3_reduce 0=128 1=1 5=1 6=32768 8=102 9=1
|
||||
Convolution inception_3b/3x3 1 1 inception_3b/3x3_reduce_inception_3b/relu_3x3_reduce inception_3b/3x3_inception_3b/relu_3x3 0=192 1=3 4=1 5=1 6=221184 8=2 9=1
|
||||
Convolution inception_3b/5x5_reduce 1 1 inception_3a/output_splitncnn_1 inception_3b/5x5_reduce_inception_3b/relu_5x5_reduce 0=32 1=1 5=1 6=8192 8=102 9=1
|
||||
Convolution inception_3b/5x5 1 1 inception_3b/5x5_reduce_inception_3b/relu_5x5_reduce inception_3b/5x5_inception_3b/relu_5x5 0=96 1=5 4=2 5=1 6=76800 8=2 9=1
|
||||
Pooling inception_3b/pool 1 1 inception_3a/output_splitncnn_0 inception_3b/pool 1=3 3=1
|
||||
Convolution inception_3b/pool_proj 1 1 inception_3b/pool inception_3b/pool_proj_inception_3b/relu_pool_proj 0=64 1=1 5=1 6=16384 8=2 9=1
|
||||
Concat inception_3b/output 4 1 inception_3b/1x1_inception_3b/relu_1x1 inception_3b/3x3_inception_3b/relu_3x3 inception_3b/5x5_inception_3b/relu_5x5 inception_3b/pool_proj_inception_3b/relu_pool_proj inception_3b/output
|
||||
Pooling pool3/3x3_s2 1 1 inception_3b/output pool3/3x3_s2 1=3 2=2
|
||||
Split splitncnn_2 1 4 pool3/3x3_s2 pool3/3x3_s2_splitncnn_0 pool3/3x3_s2_splitncnn_1 pool3/3x3_s2_splitncnn_2 pool3/3x3_s2_splitncnn_3
|
||||
Convolution inception_4a/1x1 1 1 pool3/3x3_s2_splitncnn_3 inception_4a/1x1_inception_4a/relu_1x1 0=192 1=1 5=1 6=92160 8=2 9=1
|
||||
Convolution inception_4a/3x3_reduce 1 1 pool3/3x3_s2_splitncnn_2 inception_4a/3x3_reduce_inception_4a/relu_3x3_reduce 0=96 1=1 5=1 6=46080 8=102 9=1
|
||||
Convolution inception_4a/3x3 1 1 inception_4a/3x3_reduce_inception_4a/relu_3x3_reduce inception_4a/3x3_inception_4a/relu_3x3 0=208 1=3 4=1 5=1 6=179712 8=2 9=1
|
||||
Convolution inception_4a/5x5_reduce 1 1 pool3/3x3_s2_splitncnn_1 inception_4a/5x5_reduce_inception_4a/relu_5x5_reduce 0=16 1=1 5=1 6=7680 8=102 9=1
|
||||
Convolution inception_4a/5x5 1 1 inception_4a/5x5_reduce_inception_4a/relu_5x5_reduce inception_4a/5x5_inception_4a/relu_5x5 0=48 1=5 4=2 5=1 6=19200 8=2 9=1
|
||||
Pooling inception_4a/pool 1 1 pool3/3x3_s2_splitncnn_0 inception_4a/pool 1=3 3=1
|
||||
Convolution inception_4a/pool_proj 1 1 inception_4a/pool inception_4a/pool_proj_inception_4a/relu_pool_proj 0=64 1=1 5=1 6=30720 8=2 9=1
|
||||
Concat inception_4a/output 4 1 inception_4a/1x1_inception_4a/relu_1x1 inception_4a/3x3_inception_4a/relu_3x3 inception_4a/5x5_inception_4a/relu_5x5 inception_4a/pool_proj_inception_4a/relu_pool_proj inception_4a/output
|
||||
Split splitncnn_3 1 4 inception_4a/output inception_4a/output_splitncnn_0 inception_4a/output_splitncnn_1 inception_4a/output_splitncnn_2 inception_4a/output_splitncnn_3
|
||||
Convolution inception_4b/1x1 1 1 inception_4a/output_splitncnn_3 inception_4b/1x1_inception_4b/relu_1x1 0=160 1=1 5=1 6=81920 8=2 9=1
|
||||
Convolution inception_4b/3x3_reduce 1 1 inception_4a/output_splitncnn_2 inception_4b/3x3_reduce_inception_4b/relu_3x3_reduce 0=112 1=1 5=1 6=57344 8=102 9=1
|
||||
Convolution inception_4b/3x3 1 1 inception_4b/3x3_reduce_inception_4b/relu_3x3_reduce inception_4b/3x3_inception_4b/relu_3x3 0=224 1=3 4=1 5=1 6=225792 8=2 9=1
|
||||
Convolution inception_4b/5x5_reduce 1 1 inception_4a/output_splitncnn_1 inception_4b/5x5_reduce_inception_4b/relu_5x5_reduce 0=24 1=1 5=1 6=12288 8=102 9=1
|
||||
Convolution inception_4b/5x5 1 1 inception_4b/5x5_reduce_inception_4b/relu_5x5_reduce inception_4b/5x5_inception_4b/relu_5x5 0=64 1=5 4=2 5=1 6=38400 8=2 9=1
|
||||
Pooling inception_4b/pool 1 1 inception_4a/output_splitncnn_0 inception_4b/pool 1=3 3=1
|
||||
Convolution inception_4b/pool_proj 1 1 inception_4b/pool inception_4b/pool_proj_inception_4b/relu_pool_proj 0=64 1=1 5=1 6=32768 8=2 9=1
|
||||
Concat inception_4b/output 4 1 inception_4b/1x1_inception_4b/relu_1x1 inception_4b/3x3_inception_4b/relu_3x3 inception_4b/5x5_inception_4b/relu_5x5 inception_4b/pool_proj_inception_4b/relu_pool_proj inception_4b/output
|
||||
Split splitncnn_4 1 4 inception_4b/output inception_4b/output_splitncnn_0 inception_4b/output_splitncnn_1 inception_4b/output_splitncnn_2 inception_4b/output_splitncnn_3
|
||||
Convolution inception_4c/1x1 1 1 inception_4b/output_splitncnn_3 inception_4c/1x1_inception_4c/relu_1x1 0=128 1=1 5=1 6=65536 8=2 9=1
|
||||
Convolution inception_4c/3x3_reduce 1 1 inception_4b/output_splitncnn_2 inception_4c/3x3_reduce_inception_4c/relu_3x3_reduce 0=128 1=1 5=1 6=65536 8=102 9=1
|
||||
Convolution inception_4c/3x3 1 1 inception_4c/3x3_reduce_inception_4c/relu_3x3_reduce inception_4c/3x3_inception_4c/relu_3x3 0=256 1=3 4=1 5=1 6=294912 8=2 9=1
|
||||
Convolution inception_4c/5x5_reduce 1 1 inception_4b/output_splitncnn_1 inception_4c/5x5_reduce_inception_4c/relu_5x5_reduce 0=24 1=1 5=1 6=12288 8=102 9=1
|
||||
Convolution inception_4c/5x5 1 1 inception_4c/5x5_reduce_inception_4c/relu_5x5_reduce inception_4c/5x5_inception_4c/relu_5x5 0=64 1=5 4=2 5=1 6=38400 8=2 9=1
|
||||
Pooling inception_4c/pool 1 1 inception_4b/output_splitncnn_0 inception_4c/pool 1=3 3=1
|
||||
Convolution inception_4c/pool_proj 1 1 inception_4c/pool inception_4c/pool_proj_inception_4c/relu_pool_proj 0=64 1=1 5=1 6=32768 8=2 9=1
|
||||
Concat inception_4c/output 4 1 inception_4c/1x1_inception_4c/relu_1x1 inception_4c/3x3_inception_4c/relu_3x3 inception_4c/5x5_inception_4c/relu_5x5 inception_4c/pool_proj_inception_4c/relu_pool_proj inception_4c/output
|
||||
Split splitncnn_5 1 4 inception_4c/output inception_4c/output_splitncnn_0 inception_4c/output_splitncnn_1 inception_4c/output_splitncnn_2 inception_4c/output_splitncnn_3
|
||||
Convolution inception_4d/1x1 1 1 inception_4c/output_splitncnn_3 inception_4d/1x1_inception_4d/relu_1x1 0=112 1=1 5=1 6=57344 8=2 9=1
|
||||
Convolution inception_4d/3x3_reduce 1 1 inception_4c/output_splitncnn_2 inception_4d/3x3_reduce_inception_4d/relu_3x3_reduce 0=144 1=1 5=1 6=73728 8=102 9=1
|
||||
Convolution inception_4d/3x3 1 1 inception_4d/3x3_reduce_inception_4d/relu_3x3_reduce inception_4d/3x3_inception_4d/relu_3x3 0=288 1=3 4=1 5=1 6=373248 8=2 9=1
|
||||
Convolution inception_4d/5x5_reduce 1 1 inception_4c/output_splitncnn_1 inception_4d/5x5_reduce_inception_4d/relu_5x5_reduce 0=32 1=1 5=1 6=16384 8=102 9=1
|
||||
Convolution inception_4d/5x5 1 1 inception_4d/5x5_reduce_inception_4d/relu_5x5_reduce inception_4d/5x5_inception_4d/relu_5x5 0=64 1=5 4=2 5=1 6=51200 8=2 9=1
|
||||
Pooling inception_4d/pool 1 1 inception_4c/output_splitncnn_0 inception_4d/pool 1=3 3=1
|
||||
Convolution inception_4d/pool_proj 1 1 inception_4d/pool inception_4d/pool_proj_inception_4d/relu_pool_proj 0=64 1=1 5=1 6=32768 8=2 9=1
|
||||
Concat inception_4d/output 4 1 inception_4d/1x1_inception_4d/relu_1x1 inception_4d/3x3_inception_4d/relu_3x3 inception_4d/5x5_inception_4d/relu_5x5 inception_4d/pool_proj_inception_4d/relu_pool_proj inception_4d/output
|
||||
Split splitncnn_6 1 4 inception_4d/output inception_4d/output_splitncnn_0 inception_4d/output_splitncnn_1 inception_4d/output_splitncnn_2 inception_4d/output_splitncnn_3
|
||||
Convolution inception_4e/1x1 1 1 inception_4d/output_splitncnn_3 inception_4e/1x1_inception_4e/relu_1x1 0=256 1=1 5=1 6=135168 8=2 9=1
|
||||
Convolution inception_4e/3x3_reduce 1 1 inception_4d/output_splitncnn_2 inception_4e/3x3_reduce_inception_4e/relu_3x3_reduce 0=160 1=1 5=1 6=84480 8=102 9=1
|
||||
Convolution inception_4e/3x3 1 1 inception_4e/3x3_reduce_inception_4e/relu_3x3_reduce inception_4e/3x3_inception_4e/relu_3x3 0=320 1=3 4=1 5=1 6=460800 8=2 9=1
|
||||
Convolution inception_4e/5x5_reduce 1 1 inception_4d/output_splitncnn_1 inception_4e/5x5_reduce_inception_4e/relu_5x5_reduce 0=32 1=1 5=1 6=16896 8=102 9=1
|
||||
Convolution inception_4e/5x5 1 1 inception_4e/5x5_reduce_inception_4e/relu_5x5_reduce inception_4e/5x5_inception_4e/relu_5x5 0=128 1=5 4=2 5=1 6=102400 8=2 9=1
|
||||
Pooling inception_4e/pool 1 1 inception_4d/output_splitncnn_0 inception_4e/pool 1=3 3=1
|
||||
Convolution inception_4e/pool_proj 1 1 inception_4e/pool inception_4e/pool_proj_inception_4e/relu_pool_proj 0=128 1=1 5=1 6=67584 8=2 9=1
|
||||
Concat inception_4e/output 4 1 inception_4e/1x1_inception_4e/relu_1x1 inception_4e/3x3_inception_4e/relu_3x3 inception_4e/5x5_inception_4e/relu_5x5 inception_4e/pool_proj_inception_4e/relu_pool_proj inception_4e/output
|
||||
Pooling pool4/3x3_s2 1 1 inception_4e/output pool4/3x3_s2 1=3 2=2
|
||||
Split splitncnn_7 1 4 pool4/3x3_s2 pool4/3x3_s2_splitncnn_0 pool4/3x3_s2_splitncnn_1 pool4/3x3_s2_splitncnn_2 pool4/3x3_s2_splitncnn_3
|
||||
Convolution inception_5a/1x1 1 1 pool4/3x3_s2_splitncnn_3 inception_5a/1x1_inception_5a/relu_1x1 0=256 1=1 5=1 6=212992 8=2 9=1
|
||||
Convolution inception_5a/3x3_reduce 1 1 pool4/3x3_s2_splitncnn_2 inception_5a/3x3_reduce_inception_5a/relu_3x3_reduce 0=160 1=1 5=1 6=133120 8=102 9=1
|
||||
Convolution inception_5a/3x3 1 1 inception_5a/3x3_reduce_inception_5a/relu_3x3_reduce inception_5a/3x3_inception_5a/relu_3x3 0=320 1=3 4=1 5=1 6=460800 8=2 9=1
|
||||
Convolution inception_5a/5x5_reduce 1 1 pool4/3x3_s2_splitncnn_1 inception_5a/5x5_reduce_inception_5a/relu_5x5_reduce 0=32 1=1 5=1 6=26624 8=102 9=1
|
||||
Convolution inception_5a/5x5 1 1 inception_5a/5x5_reduce_inception_5a/relu_5x5_reduce inception_5a/5x5_inception_5a/relu_5x5 0=128 1=5 4=2 5=1 6=102400 8=2 9=1
|
||||
Pooling inception_5a/pool 1 1 pool4/3x3_s2_splitncnn_0 inception_5a/pool 1=3 3=1
|
||||
Convolution inception_5a/pool_proj 1 1 inception_5a/pool inception_5a/pool_proj_inception_5a/relu_pool_proj 0=128 1=1 5=1 6=106496 8=2 9=1
|
||||
Concat inception_5a/output 4 1 inception_5a/1x1_inception_5a/relu_1x1 inception_5a/3x3_inception_5a/relu_3x3 inception_5a/5x5_inception_5a/relu_5x5 inception_5a/pool_proj_inception_5a/relu_pool_proj inception_5a/output
|
||||
Split splitncnn_8 1 4 inception_5a/output inception_5a/output_splitncnn_0 inception_5a/output_splitncnn_1 inception_5a/output_splitncnn_2 inception_5a/output_splitncnn_3
|
||||
Convolution inception_5b/1x1 1 1 inception_5a/output_splitncnn_3 inception_5b/1x1_inception_5b/relu_1x1 0=384 1=1 5=1 6=319488 8=2 9=1
|
||||
Convolution inception_5b/3x3_reduce 1 1 inception_5a/output_splitncnn_2 inception_5b/3x3_reduce_inception_5b/relu_3x3_reduce 0=192 1=1 5=1 6=159744 8=102 9=1
|
||||
Convolution inception_5b/3x3 1 1 inception_5b/3x3_reduce_inception_5b/relu_3x3_reduce inception_5b/3x3_inception_5b/relu_3x3 0=384 1=3 4=1 5=1 6=663552 8=2 9=1
|
||||
Convolution inception_5b/5x5_reduce 1 1 inception_5a/output_splitncnn_1 inception_5b/5x5_reduce_inception_5b/relu_5x5_reduce 0=48 1=1 5=1 6=39936 8=102 9=1
|
||||
Convolution inception_5b/5x5 1 1 inception_5b/5x5_reduce_inception_5b/relu_5x5_reduce inception_5b/5x5_inception_5b/relu_5x5 0=128 1=5 4=2 5=1 6=153600 8=2 9=1
|
||||
Pooling inception_5b/pool 1 1 inception_5a/output_splitncnn_0 inception_5b/pool 1=3 3=1
|
||||
Convolution inception_5b/pool_proj 1 1 inception_5b/pool inception_5b/pool_proj_inception_5b/relu_pool_proj 0=128 1=1 5=1 6=106496 8=2 9=1
|
||||
Concat inception_5b/output 4 1 inception_5b/1x1_inception_5b/relu_1x1 inception_5b/3x3_inception_5b/relu_3x3 inception_5b/5x5_inception_5b/relu_5x5 inception_5b/pool_proj_inception_5b/relu_pool_proj inception_5b/output
|
||||
Pooling pool5/7x7_s1 1 1 inception_5b/output pool5/7x7_s1_pool5/drop_7x7_s1 0=1 1=7
|
||||
InnerProduct loss3/classifier 1 1 pool5/7x7_s1_pool5/drop_7x7_s1 loss3/classifier 0=1000 1=1 2=1024000
|
||||
Softmax prob 1 1 loss3/classifier output
|
||||
78
3rdparty/ncnn/benchmark/mnasnet.param
vendored
Normal file
78
3rdparty/ncnn/benchmark/mnasnet.param
vendored
Normal file
@ -0,0 +1,78 @@
|
||||
7767517
|
||||
76 86
|
||||
Input data 0 1 data -23330=4,3,224,224,3 0=224 1=224 2=3
|
||||
Convolution first-3x3-conv 1 1 data first-3x3-conv_relu -23330=4,3,112,112,32 0=32 1=3 3=2 4=1 5=1 6=864 9=1
|
||||
ConvolutionDepthWise A0_dw 1 1 first-3x3-conv_relu A0_dw_relu -23330=4,3,112,112,32 0=32 1=3 4=1 5=1 6=288 7=32 9=1
|
||||
Convolution A0_linear 1 1 A0_dw_relu A0_linear_bn -23330=4,3,112,112,16 0=16 1=1 5=1 6=512
|
||||
Convolution B0_expand 1 1 A0_linear_bn B0_expand_relu -23330=4,3,112,112,48 0=48 1=1 5=1 6=768 9=1
|
||||
ConvolutionDepthWise B0_dw 1 1 B0_expand_relu B0_dw_relu -23330=4,3,56,56,48 0=48 1=3 3=2 4=1 5=1 6=432 7=48 9=1
|
||||
Convolution B0_linear 1 1 B0_dw_relu B0_linear_bn -23330=4,3,56,56,24 0=24 1=1 5=1 6=1152
|
||||
Split splitncnn_0 1 2 B0_linear_bn B0_linear_bn_splitncnn_0 B0_linear_bn_splitncnn_1 -23330=8,3,56,56,24,3,56,56,24
|
||||
Convolution B1_expand 1 1 B0_linear_bn_splitncnn_1 B1_expand_relu -23330=4,3,56,56,72 0=72 1=1 5=1 6=1728 9=1
|
||||
ConvolutionDepthWise B1_dw 1 1 B1_expand_relu B1_dw_relu -23330=4,3,56,56,72 0=72 1=3 4=1 5=1 6=648 7=72 9=1
|
||||
Convolution B1_linear 1 1 B1_dw_relu B1_linear_bn -23330=4,3,56,56,24 0=24 1=1 5=1 6=1728
|
||||
BinaryOp unknownncnn_0 2 1 B0_linear_bn_splitncnn_0 B1_linear_bn unknownncnn_0 -23330=4,3,56,56,24
|
||||
Split splitncnn_1 1 2 unknownncnn_0 unknownncnn_0_splitncnn_0 unknownncnn_0_splitncnn_1 -23330=8,3,56,56,24,3,56,56,24
|
||||
Convolution B2_expand 1 1 unknownncnn_0_splitncnn_1 B2_expand_relu -23330=4,3,56,56,72 0=72 1=1 5=1 6=1728 9=1
|
||||
ConvolutionDepthWise B2_dw 1 1 B2_expand_relu B2_dw_relu -23330=4,3,56,56,72 0=72 1=3 4=1 5=1 6=648 7=72 9=1
|
||||
Convolution B2_linear 1 1 B2_dw_relu B2_linear_bn -23330=4,3,56,56,24 0=24 1=1 5=1 6=1728
|
||||
BinaryOp unknownncnn_1 2 1 unknownncnn_0_splitncnn_0 B2_linear_bn unknownncnn_1 -23330=4,3,56,56,24
|
||||
Convolution C0_expand 1 1 unknownncnn_1 C0_expand_relu -23330=4,3,56,56,72 0=72 1=1 5=1 6=1728 9=1
|
||||
ConvolutionDepthWise C0_dw 1 1 C0_expand_relu C0_dw_relu -23330=4,3,28,28,72 0=72 1=5 3=2 4=2 5=1 6=1800 7=72 9=1
|
||||
Convolution C0_linear 1 1 C0_dw_relu C0_linear_bn -23330=4,3,28,28,40 0=40 1=1 5=1 6=2880
|
||||
Split splitncnn_2 1 2 C0_linear_bn C0_linear_bn_splitncnn_0 C0_linear_bn_splitncnn_1 -23330=8,3,28,28,40,3,28,28,40
|
||||
Convolution C1_expand 1 1 C0_linear_bn_splitncnn_1 C1_expand_relu -23330=4,3,28,28,120 0=120 1=1 5=1 6=4800 9=1
|
||||
ConvolutionDepthWise C1_dw 1 1 C1_expand_relu C1_dw_relu -23330=4,3,28,28,120 0=120 1=5 4=2 5=1 6=3000 7=120 9=1
|
||||
Convolution C1_linear 1 1 C1_dw_relu C1_linear_bn -23330=4,3,28,28,40 0=40 1=1 5=1 6=4800
|
||||
BinaryOp unknownncnn_2 2 1 C0_linear_bn_splitncnn_0 C1_linear_bn unknownncnn_2 -23330=4,3,28,28,40
|
||||
Split splitncnn_3 1 2 unknownncnn_2 unknownncnn_2_splitncnn_0 unknownncnn_2_splitncnn_1 -23330=8,3,28,28,40,3,28,28,40
|
||||
Convolution C2_expand 1 1 unknownncnn_2_splitncnn_1 C2_expand_relu -23330=4,3,28,28,120 0=120 1=1 5=1 6=4800 9=1
|
||||
ConvolutionDepthWise C2_dw 1 1 C2_expand_relu C2_dw_relu -23330=4,3,28,28,120 0=120 1=5 4=2 5=1 6=3000 7=120 9=1
|
||||
Convolution C2_linear 1 1 C2_dw_relu C2_linear_bn -23330=4,3,28,28,40 0=40 1=1 5=1 6=4800
|
||||
BinaryOp unknownncnn_3 2 1 unknownncnn_2_splitncnn_0 C2_linear_bn unknownncnn_3 -23330=4,3,28,28,40
|
||||
Convolution D0_expand 1 1 unknownncnn_3 D0_expand_relu -23330=4,3,28,28,240 0=240 1=1 5=1 6=9600 9=1
|
||||
ConvolutionDepthWise D0_dw 1 1 D0_expand_relu D0_dw_relu -23330=4,3,14,14,240 0=240 1=5 3=2 4=2 5=1 6=6000 7=240 9=1
|
||||
Convolution D0_linear 1 1 D0_dw_relu D0_linear_bn -23330=4,3,14,14,80 0=80 1=1 5=1 6=19200
|
||||
Split splitncnn_4 1 2 D0_linear_bn D0_linear_bn_splitncnn_0 D0_linear_bn_splitncnn_1 -23330=8,3,14,14,80,3,14,14,80
|
||||
Convolution D1_expand 1 1 D0_linear_bn_splitncnn_1 D1_expand_relu -23330=4,3,14,14,480 0=480 1=1 5=1 6=38400 9=1
|
||||
ConvolutionDepthWise D1_dw 1 1 D1_expand_relu D1_dw_relu -23330=4,3,14,14,480 0=480 1=5 4=2 5=1 6=12000 7=480 9=1
|
||||
Convolution D1_linear 1 1 D1_dw_relu D1_linear_bn -23330=4,3,14,14,80 0=80 1=1 5=1 6=38400
|
||||
BinaryOp unknownncnn_4 2 1 D0_linear_bn_splitncnn_0 D1_linear_bn unknownncnn_4 -23330=4,3,14,14,80
|
||||
Split splitncnn_5 1 2 unknownncnn_4 unknownncnn_4_splitncnn_0 unknownncnn_4_splitncnn_1 -23330=8,3,14,14,80,3,14,14,80
|
||||
Convolution D2_expand 1 1 unknownncnn_4_splitncnn_1 D2_expand_relu -23330=4,3,14,14,480 0=480 1=1 5=1 6=38400 9=1
|
||||
ConvolutionDepthWise D2_dw 1 1 D2_expand_relu D2_dw_relu -23330=4,3,14,14,480 0=480 1=5 4=2 5=1 6=12000 7=480 9=1
|
||||
Convolution D2_linear 1 1 D2_dw_relu D2_linear_bn -23330=4,3,14,14,80 0=80 1=1 5=1 6=38400
|
||||
BinaryOp unknownncnn_5 2 1 unknownncnn_4_splitncnn_0 D2_linear_bn unknownncnn_5 -23330=4,3,14,14,80
|
||||
Convolution E0_expand 1 1 unknownncnn_5 E0_expand_relu -23330=4,3,14,14,480 0=480 1=1 5=1 6=38400 9=1
|
||||
ConvolutionDepthWise E0_dw 1 1 E0_expand_relu E0_dw_relu -23330=4,3,14,14,480 0=480 1=3 4=1 5=1 6=4320 7=480 9=1
|
||||
Convolution E0_linear 1 1 E0_dw_relu E0_linear_bn -23330=4,3,14,14,96 0=96 1=1 5=1 6=46080
|
||||
Split splitncnn_6 1 2 E0_linear_bn E0_linear_bn_splitncnn_0 E0_linear_bn_splitncnn_1 -23330=8,3,14,14,96,3,14,14,96
|
||||
Convolution E1_expand 1 1 E0_linear_bn_splitncnn_1 E1_expand_relu -23330=4,3,14,14,576 0=576 1=1 5=1 6=55296 9=1
|
||||
ConvolutionDepthWise E1_dw 1 1 E1_expand_relu E1_dw_relu -23330=4,3,14,14,576 0=576 1=3 4=1 5=1 6=5184 7=576 9=1
|
||||
Convolution E1_linear 1 1 E1_dw_relu E1_linear_bn -23330=4,3,14,14,96 0=96 1=1 5=1 6=55296
|
||||
BinaryOp unknownncnn_6 2 1 E0_linear_bn_splitncnn_0 E1_linear_bn unknownncnn_6 -23330=4,3,14,14,96
|
||||
Convolution F0_expand 1 1 unknownncnn_6 F0_expand_relu -23330=4,3,14,14,576 0=576 1=1 5=1 6=55296 9=1
|
||||
ConvolutionDepthWise F0_dw 1 1 F0_expand_relu F0_dw_relu -23330=4,3,7,7,576 0=576 1=5 3=2 4=2 5=1 6=14400 7=576 9=1
|
||||
Convolution F0_linear 1 1 F0_dw_relu F0_linear_bn -23330=4,3,7,7,192 0=192 1=1 5=1 6=110592
|
||||
Split splitncnn_7 1 2 F0_linear_bn F0_linear_bn_splitncnn_0 F0_linear_bn_splitncnn_1 -23330=8,3,7,7,192,3,7,7,192
|
||||
Convolution F1_expand 1 1 F0_linear_bn_splitncnn_1 F1_expand_relu -23330=4,3,7,7,1152 0=1152 1=1 5=1 6=221184 9=1
|
||||
ConvolutionDepthWise F1_dw 1 1 F1_expand_relu F1_dw_relu -23330=4,3,7,7,1152 0=1152 1=5 4=2 5=1 6=28800 7=1152 9=1
|
||||
Convolution F1_linear 1 1 F1_dw_relu F1_linear_bn -23330=4,3,7,7,192 0=192 1=1 5=1 6=221184
|
||||
BinaryOp unknownncnn_7 2 1 F0_linear_bn_splitncnn_0 F1_linear_bn unknownncnn_7 -23330=4,3,7,7,192
|
||||
Split splitncnn_8 1 2 unknownncnn_7 unknownncnn_7_splitncnn_0 unknownncnn_7_splitncnn_1 -23330=8,3,7,7,192,3,7,7,192
|
||||
Convolution F2_expand 1 1 unknownncnn_7_splitncnn_1 F2_expand_relu -23330=4,3,7,7,1152 0=1152 1=1 5=1 6=221184 9=1
|
||||
ConvolutionDepthWise F2_dw 1 1 F2_expand_relu F2_dw_relu -23330=4,3,7,7,1152 0=1152 1=5 4=2 5=1 6=28800 7=1152 9=1
|
||||
Convolution F2_linear 1 1 F2_dw_relu F2_linear_bn -23330=4,3,7,7,192 0=192 1=1 5=1 6=221184
|
||||
BinaryOp unknownncnn_8 2 1 unknownncnn_7_splitncnn_0 F2_linear_bn unknownncnn_8 -23330=4,3,7,7,192
|
||||
Split splitncnn_9 1 2 unknownncnn_8 unknownncnn_8_splitncnn_0 unknownncnn_8_splitncnn_1 -23330=8,3,7,7,192,3,7,7,192
|
||||
Convolution F3_expand 1 1 unknownncnn_8_splitncnn_1 F3_expand_relu -23330=4,3,7,7,1152 0=1152 1=1 5=1 6=221184 9=1
|
||||
ConvolutionDepthWise F3_dw 1 1 F3_expand_relu F3_dw_relu -23330=4,3,7,7,1152 0=1152 1=5 4=2 5=1 6=28800 7=1152 9=1
|
||||
Convolution F3_linear 1 1 F3_dw_relu F3_linear_bn -23330=4,3,7,7,192 0=192 1=1 5=1 6=221184
|
||||
BinaryOp unknownncnn_9 2 1 unknownncnn_8_splitncnn_0 F3_linear_bn unknownncnn_9 -23330=4,3,7,7,192
|
||||
Convolution G0_expand 1 1 unknownncnn_9 G0_expand_relu -23330=4,3,7,7,1152 0=1152 1=1 5=1 6=221184 9=1
|
||||
ConvolutionDepthWise G0_dw 1 1 G0_expand_relu G0_dw_relu -23330=4,3,7,7,1152 0=1152 1=3 4=1 5=1 6=10368 7=1152 9=1
|
||||
Convolution G0_linear 1 1 G0_dw_relu G0_linear_bn -23330=4,3,7,7,320 0=320 1=1 5=1 6=368640
|
||||
Convolution last-1x1-conv 1 1 G0_linear_bn last-1x1-conv_relu -23330=4,3,7,7,1280 0=1280 1=1 5=1 6=409600 9=1
|
||||
Pooling avgpool 1 1 last-1x1-conv_relu flatten -23330=4,1,1280,1,1 0=1 1=7 4=1 5=1
|
||||
InnerProduct fc 1 1 flatten fc -23330=4,1,1000,1,1 0=1000 1=1 2=1280000
|
||||
Softmax prob 1 1 fc output -23330=4,1,1000,1,1
|
||||
33
3rdparty/ncnn/benchmark/mobilenet.param
vendored
Normal file
33
3rdparty/ncnn/benchmark/mobilenet.param
vendored
Normal file
@ -0,0 +1,33 @@
|
||||
7767517
|
||||
31 31
|
||||
Input data 0 1 data -23330=4,3,224,224,3 0=224 1=224 2=3
|
||||
Convolution conv1 1 1 data conv1_relu1 -23330=4,3,112,112,32 0=32 1=3 3=2 4=1 5=1 6=864 9=1
|
||||
ConvolutionDepthWise conv2_1/dw 1 1 conv1_relu1 conv2_1/dw_relu2_1/dw -23330=4,3,112,112,32 0=32 1=3 4=1 5=1 6=288 7=32 9=1
|
||||
Convolution conv2_1/sep 1 1 conv2_1/dw_relu2_1/dw conv2_1/sep_relu2_1/sep -23330=4,3,112,112,64 0=64 1=1 5=1 6=2048 9=1
|
||||
ConvolutionDepthWise conv2_2/dw 1 1 conv2_1/sep_relu2_1/sep conv2_2/dw_relu2_2/dw -23330=4,3,56,56,64 0=64 1=3 3=2 4=1 5=1 6=576 7=64 9=1
|
||||
Convolution conv2_2/sep 1 1 conv2_2/dw_relu2_2/dw conv2_2/sep_relu2_2/sep -23330=4,3,56,56,128 0=128 1=1 5=1 6=8192 9=1
|
||||
ConvolutionDepthWise conv3_1/dw 1 1 conv2_2/sep_relu2_2/sep conv3_1/dw_relu3_1/dw -23330=4,3,56,56,128 0=128 1=3 4=1 5=1 6=1152 7=128 9=1
|
||||
Convolution conv3_1/sep 1 1 conv3_1/dw_relu3_1/dw conv3_1/sep_relu3_1/sep -23330=4,3,56,56,128 0=128 1=1 5=1 6=16384 9=1
|
||||
ConvolutionDepthWise conv3_2/dw 1 1 conv3_1/sep_relu3_1/sep conv3_2/dw_relu3_2/dw -23330=4,3,28,28,128 0=128 1=3 3=2 4=1 5=1 6=1152 7=128 9=1
|
||||
Convolution conv3_2/sep 1 1 conv3_2/dw_relu3_2/dw conv3_2/sep_relu3_2/sep -23330=4,3,28,28,256 0=256 1=1 5=1 6=32768 9=1
|
||||
ConvolutionDepthWise conv4_1/dw 1 1 conv3_2/sep_relu3_2/sep conv4_1/dw_relu4_1/dw -23330=4,3,28,28,256 0=256 1=3 4=1 5=1 6=2304 7=256 9=1
|
||||
Convolution conv4_1/sep 1 1 conv4_1/dw_relu4_1/dw conv4_1/sep_relu4_1/sep -23330=4,3,28,28,256 0=256 1=1 5=1 6=65536 9=1
|
||||
ConvolutionDepthWise conv4_2/dw 1 1 conv4_1/sep_relu4_1/sep conv4_2/dw_relu4_2/dw -23330=4,3,14,14,256 0=256 1=3 3=2 4=1 5=1 6=2304 7=256 9=1
|
||||
Convolution conv4_2/sep 1 1 conv4_2/dw_relu4_2/dw conv4_2/sep_relu4_2/sep -23330=4,3,14,14,512 0=512 1=1 5=1 6=131072 9=1
|
||||
ConvolutionDepthWise conv5_1/dw 1 1 conv4_2/sep_relu4_2/sep conv5_1/dw_relu5_1/dw -23330=4,3,14,14,512 0=512 1=3 4=1 5=1 6=4608 7=512 9=1
|
||||
Convolution conv5_1/sep 1 1 conv5_1/dw_relu5_1/dw conv5_1/sep_relu5_1/sep -23330=4,3,14,14,512 0=512 1=1 5=1 6=262144 9=1
|
||||
ConvolutionDepthWise conv5_2/dw 1 1 conv5_1/sep_relu5_1/sep conv5_2/dw_relu5_2/dw -23330=4,3,14,14,512 0=512 1=3 4=1 5=1 6=4608 7=512 9=1
|
||||
Convolution conv5_2/sep 1 1 conv5_2/dw_relu5_2/dw conv5_2/sep_relu5_2/sep -23330=4,3,14,14,512 0=512 1=1 5=1 6=262144 9=1
|
||||
ConvolutionDepthWise conv5_3/dw 1 1 conv5_2/sep_relu5_2/sep conv5_3/dw_relu5_3/dw -23330=4,3,14,14,512 0=512 1=3 4=1 5=1 6=4608 7=512 9=1
|
||||
Convolution conv5_3/sep 1 1 conv5_3/dw_relu5_3/dw conv5_3/sep_relu5_3/sep -23330=4,3,14,14,512 0=512 1=1 5=1 6=262144 9=1
|
||||
ConvolutionDepthWise conv5_4/dw 1 1 conv5_3/sep_relu5_3/sep conv5_4/dw_relu5_4/dw -23330=4,3,14,14,512 0=512 1=3 4=1 5=1 6=4608 7=512 9=1
|
||||
Convolution conv5_4/sep 1 1 conv5_4/dw_relu5_4/dw conv5_4/sep_relu5_4/sep -23330=4,3,14,14,512 0=512 1=1 5=1 6=262144 9=1
|
||||
ConvolutionDepthWise conv5_5/dw 1 1 conv5_4/sep_relu5_4/sep conv5_5/dw_relu5_5/dw -23330=4,3,14,14,512 0=512 1=3 4=1 5=1 6=4608 7=512 9=1
|
||||
Convolution conv5_5/sep 1 1 conv5_5/dw_relu5_5/dw conv5_5/sep_relu5_5/sep -23330=4,3,14,14,512 0=512 1=1 5=1 6=262144 9=1
|
||||
ConvolutionDepthWise conv5_6/dw 1 1 conv5_5/sep_relu5_5/sep conv5_6/dw_relu5_6/dw -23330=4,3,7,7,512 0=512 1=3 3=2 4=1 5=1 6=4608 7=512 9=1
|
||||
Convolution conv5_6/sep 1 1 conv5_6/dw_relu5_6/dw conv5_6/sep_relu5_6/sep -23330=4,3,7,7,1024 0=1024 1=1 5=1 6=524288 9=1
|
||||
ConvolutionDepthWise conv6/dw 1 1 conv5_6/sep_relu5_6/sep conv6/dw_relu6/dw -23330=4,3,7,7,1024 0=1024 1=3 4=1 5=1 6=9216 7=1024 9=1
|
||||
Convolution conv6/sep 1 1 conv6/dw_relu6/dw conv6/sep_relu6/sep -23330=4,3,7,7,1024 0=1024 1=1 5=1 6=1048576 9=1
|
||||
Pooling pool6 1 1 conv6/sep_relu6/sep pool6 -23330=4,1,1024,1,1 0=1 4=1
|
||||
InnerProduct fc7 1 1 pool6 fc7 -23330=4,1,1000,1,1 0=1000 1=1 2=1024000
|
||||
Softmax prob 1 1 fc7 output -23330=4,1,1000,1,1
|
||||
33
3rdparty/ncnn/benchmark/mobilenet_int8.param
vendored
Normal file
33
3rdparty/ncnn/benchmark/mobilenet_int8.param
vendored
Normal file
@ -0,0 +1,33 @@
|
||||
7767517
|
||||
31 31
|
||||
Input data 0 1 data 0=224 1=224 2=3
|
||||
Convolution conv1 1 1 data conv1_relu1 0=32 1=3 3=2 4=1 5=1 6=864 8=102 9=1
|
||||
ConvolutionDepthWise conv2_1/dw 1 1 conv1_relu1 conv2_1/dw_relu2_1/dw 0=32 1=3 4=1 5=1 6=288 7=32 8=101 9=1
|
||||
Convolution conv2_1/sep 1 1 conv2_1/dw_relu2_1/dw conv2_1/sep_relu2_1/sep 0=64 1=1 5=1 6=2048 8=102 9=1
|
||||
ConvolutionDepthWise conv2_2/dw 1 1 conv2_1/sep_relu2_1/sep conv2_2/dw_relu2_2/dw 0=64 1=3 3=2 4=1 5=1 6=576 7=64 8=101 9=1
|
||||
Convolution conv2_2/sep 1 1 conv2_2/dw_relu2_2/dw conv2_2/sep_relu2_2/sep 0=128 1=1 5=1 6=8192 8=102 9=1
|
||||
ConvolutionDepthWise conv3_1/dw 1 1 conv2_2/sep_relu2_2/sep conv3_1/dw_relu3_1/dw 0=128 1=3 4=1 5=1 6=1152 7=128 8=101 9=1
|
||||
Convolution conv3_1/sep 1 1 conv3_1/dw_relu3_1/dw conv3_1/sep_relu3_1/sep 0=128 1=1 5=1 6=16384 8=102 9=1
|
||||
ConvolutionDepthWise conv3_2/dw 1 1 conv3_1/sep_relu3_1/sep conv3_2/dw_relu3_2/dw 0=128 1=3 3=2 4=1 5=1 6=1152 7=128 8=101 9=1
|
||||
Convolution conv3_2/sep 1 1 conv3_2/dw_relu3_2/dw conv3_2/sep_relu3_2/sep 0=256 1=1 5=1 6=32768 8=102 9=1
|
||||
ConvolutionDepthWise conv4_1/dw 1 1 conv3_2/sep_relu3_2/sep conv4_1/dw_relu4_1/dw 0=256 1=3 4=1 5=1 6=2304 7=256 8=101 9=1
|
||||
Convolution conv4_1/sep 1 1 conv4_1/dw_relu4_1/dw conv4_1/sep_relu4_1/sep 0=256 1=1 5=1 6=65536 8=102 9=1
|
||||
ConvolutionDepthWise conv4_2/dw 1 1 conv4_1/sep_relu4_1/sep conv4_2/dw_relu4_2/dw 0=256 1=3 3=2 4=1 5=1 6=2304 7=256 8=101 9=1
|
||||
Convolution conv4_2/sep 1 1 conv4_2/dw_relu4_2/dw conv4_2/sep_relu4_2/sep 0=512 1=1 5=1 6=131072 8=102 9=1
|
||||
ConvolutionDepthWise conv5_1/dw 1 1 conv4_2/sep_relu4_2/sep conv5_1/dw_relu5_1/dw 0=512 1=3 4=1 5=1 6=4608 7=512 8=101 9=1
|
||||
Convolution conv5_1/sep 1 1 conv5_1/dw_relu5_1/dw conv5_1/sep_relu5_1/sep 0=512 1=1 5=1 6=262144 8=102 9=1
|
||||
ConvolutionDepthWise conv5_2/dw 1 1 conv5_1/sep_relu5_1/sep conv5_2/dw_relu5_2/dw 0=512 1=3 4=1 5=1 6=4608 7=512 8=101 9=1
|
||||
Convolution conv5_2/sep 1 1 conv5_2/dw_relu5_2/dw conv5_2/sep_relu5_2/sep 0=512 1=1 5=1 6=262144 8=102 9=1
|
||||
ConvolutionDepthWise conv5_3/dw 1 1 conv5_2/sep_relu5_2/sep conv5_3/dw_relu5_3/dw 0=512 1=3 4=1 5=1 6=4608 7=512 8=101 9=1
|
||||
Convolution conv5_3/sep 1 1 conv5_3/dw_relu5_3/dw conv5_3/sep_relu5_3/sep 0=512 1=1 5=1 6=262144 8=102 9=1
|
||||
ConvolutionDepthWise conv5_4/dw 1 1 conv5_3/sep_relu5_3/sep conv5_4/dw_relu5_4/dw 0=512 1=3 4=1 5=1 6=4608 7=512 8=101 9=1
|
||||
Convolution conv5_4/sep 1 1 conv5_4/dw_relu5_4/dw conv5_4/sep_relu5_4/sep 0=512 1=1 5=1 6=262144 8=102 9=1
|
||||
ConvolutionDepthWise conv5_5/dw 1 1 conv5_4/sep_relu5_4/sep conv5_5/dw_relu5_5/dw 0=512 1=3 4=1 5=1 6=4608 7=512 8=101 9=1
|
||||
Convolution conv5_5/sep 1 1 conv5_5/dw_relu5_5/dw conv5_5/sep_relu5_5/sep 0=512 1=1 5=1 6=262144 8=102 9=1
|
||||
ConvolutionDepthWise conv5_6/dw 1 1 conv5_5/sep_relu5_5/sep conv5_6/dw_relu5_6/dw 0=512 1=3 3=2 4=1 5=1 6=4608 7=512 8=101 9=1
|
||||
Convolution conv5_6/sep 1 1 conv5_6/dw_relu5_6/dw conv5_6/sep_relu5_6/sep 0=1024 1=1 5=1 6=524288 8=102 9=1
|
||||
ConvolutionDepthWise conv6/dw 1 1 conv5_6/sep_relu5_6/sep conv6/dw_relu6/dw 0=1024 1=3 4=1 5=1 6=9216 7=1024 8=101 9=1
|
||||
Convolution conv6/sep 1 1 conv6/dw_relu6/dw conv6/sep_relu6/sep 0=1024 1=1 5=1 6=1048576 8=2 9=1
|
||||
Pooling pool6 1 1 conv6/sep_relu6/sep pool6 0=1 4=1
|
||||
InnerProduct fc7 1 1 pool6 fc7 0=1000 1=1 2=1024000 8=2
|
||||
Softmax prob 1 1 fc7 output
|
||||
94
3rdparty/ncnn/benchmark/mobilenet_ssd.param
vendored
Normal file
94
3rdparty/ncnn/benchmark/mobilenet_ssd.param
vendored
Normal file
@ -0,0 +1,94 @@
|
||||
7767517
|
||||
92 115
|
||||
Input input 0 1 data -23330=4,3,300,300,3 0=300 1=300 2=3
|
||||
Split splitncnn_0 1 7 data data_splitncnn_0 data_splitncnn_1 data_splitncnn_2 data_splitncnn_3 data_splitncnn_4 data_splitncnn_5 data_splitncnn_6 -23330=28,3,300,300,3,3,300,300,3,3,300,300,3,3,300,300,3,3,300,300,3,3,300,300,3,3,300,300,3
|
||||
Convolution conv0 1 1 data_splitncnn_6 conv0_conv0/relu -23330=4,3,150,150,32 0=32 1=3 3=2 4=1 5=1 6=864 9=1
|
||||
ConvolutionDepthWise conv1/dw 1 1 conv0_conv0/relu conv1/dw_conv1/dw/relu -23330=4,3,150,150,32 0=32 1=3 4=1 5=1 6=288 7=32 9=1
|
||||
Convolution conv1 1 1 conv1/dw_conv1/dw/relu conv1_conv1/relu -23330=4,3,150,150,64 0=64 1=1 5=1 6=2048 9=1
|
||||
ConvolutionDepthWise conv2/dw 1 1 conv1_conv1/relu conv2/dw_conv2/dw/relu -23330=4,3,75,75,64 0=64 1=3 3=2 4=1 5=1 6=576 7=64 9=1
|
||||
Convolution conv2 1 1 conv2/dw_conv2/dw/relu conv2_conv2/relu -23330=4,3,75,75,128 0=128 1=1 5=1 6=8192 9=1
|
||||
ConvolutionDepthWise conv3/dw 1 1 conv2_conv2/relu conv3/dw_conv3/dw/relu -23330=4,3,75,75,128 0=128 1=3 4=1 5=1 6=1152 7=128 9=1
|
||||
Convolution conv3 1 1 conv3/dw_conv3/dw/relu conv3_conv3/relu -23330=4,3,75,75,128 0=128 1=1 5=1 6=16384 9=1
|
||||
ConvolutionDepthWise conv4/dw 1 1 conv3_conv3/relu conv4/dw_conv4/dw/relu -23330=4,3,38,38,128 0=128 1=3 3=2 4=1 5=1 6=1152 7=128 9=1
|
||||
Convolution conv4 1 1 conv4/dw_conv4/dw/relu conv4_conv4/relu -23330=4,3,38,38,256 0=256 1=1 5=1 6=32768 9=1
|
||||
ConvolutionDepthWise conv5/dw 1 1 conv4_conv4/relu conv5/dw_conv5/dw/relu -23330=4,3,38,38,256 0=256 1=3 4=1 5=1 6=2304 7=256 9=1
|
||||
Convolution conv5 1 1 conv5/dw_conv5/dw/relu conv5_conv5/relu -23330=4,3,38,38,256 0=256 1=1 5=1 6=65536 9=1
|
||||
ConvolutionDepthWise conv6/dw 1 1 conv5_conv5/relu conv6/dw_conv6/dw/relu -23330=4,3,19,19,256 0=256 1=3 3=2 4=1 5=1 6=2304 7=256 9=1
|
||||
Convolution conv6 1 1 conv6/dw_conv6/dw/relu conv6_conv6/relu -23330=4,3,19,19,512 0=512 1=1 5=1 6=131072 9=1
|
||||
ConvolutionDepthWise conv7/dw 1 1 conv6_conv6/relu conv7/dw_conv7/dw/relu -23330=4,3,19,19,512 0=512 1=3 4=1 5=1 6=4608 7=512 9=1
|
||||
Convolution conv7 1 1 conv7/dw_conv7/dw/relu conv7_conv7/relu -23330=4,3,19,19,512 0=512 1=1 5=1 6=262144 9=1
|
||||
ConvolutionDepthWise conv8/dw 1 1 conv7_conv7/relu conv8/dw_conv8/dw/relu -23330=4,3,19,19,512 0=512 1=3 4=1 5=1 6=4608 7=512 9=1
|
||||
Convolution conv8 1 1 conv8/dw_conv8/dw/relu conv8_conv8/relu -23330=4,3,19,19,512 0=512 1=1 5=1 6=262144 9=1
|
||||
ConvolutionDepthWise conv9/dw 1 1 conv8_conv8/relu conv9/dw_conv9/dw/relu -23330=4,3,19,19,512 0=512 1=3 4=1 5=1 6=4608 7=512 9=1
|
||||
Convolution conv9 1 1 conv9/dw_conv9/dw/relu conv9_conv9/relu -23330=4,3,19,19,512 0=512 1=1 5=1 6=262144 9=1
|
||||
ConvolutionDepthWise conv10/dw 1 1 conv9_conv9/relu conv10/dw_conv10/dw/relu -23330=4,3,19,19,512 0=512 1=3 4=1 5=1 6=4608 7=512 9=1
|
||||
Convolution conv10 1 1 conv10/dw_conv10/dw/relu conv10_conv10/relu -23330=4,3,19,19,512 0=512 1=1 5=1 6=262144 9=1
|
||||
ConvolutionDepthWise conv11/dw 1 1 conv10_conv10/relu conv11/dw_conv11/dw/relu -23330=4,3,19,19,512 0=512 1=3 4=1 5=1 6=4608 7=512 9=1
|
||||
Convolution conv11 1 1 conv11/dw_conv11/dw/relu conv11_conv11/relu -23330=4,3,19,19,512 0=512 1=1 5=1 6=262144 9=1
|
||||
Split splitncnn_1 1 4 conv11_conv11/relu conv11_conv11/relu_splitncnn_0 conv11_conv11/relu_splitncnn_1 conv11_conv11/relu_splitncnn_2 conv11_conv11/relu_splitncnn_3 -23330=16,3,19,19,512,3,19,19,512,3,19,19,512,3,19,19,512
|
||||
ConvolutionDepthWise conv12/dw 1 1 conv11_conv11/relu_splitncnn_3 conv12/dw_conv12/dw/relu -23330=4,3,10,10,512 0=512 1=3 3=2 4=1 5=1 6=4608 7=512 9=1
|
||||
Convolution conv12 1 1 conv12/dw_conv12/dw/relu conv12_conv12/relu -23330=4,3,10,10,1024 0=1024 1=1 5=1 6=524288 9=1
|
||||
ConvolutionDepthWise conv13/dw 1 1 conv12_conv12/relu conv13/dw_conv13/dw/relu -23330=4,3,10,10,1024 0=1024 1=3 4=1 5=1 6=9216 7=1024 9=1
|
||||
Convolution conv13 1 1 conv13/dw_conv13/dw/relu conv13_conv13/relu -23330=4,3,10,10,1024 0=1024 1=1 5=1 6=1048576 9=1
|
||||
Split splitncnn_2 1 4 conv13_conv13/relu conv13_conv13/relu_splitncnn_0 conv13_conv13/relu_splitncnn_1 conv13_conv13/relu_splitncnn_2 conv13_conv13/relu_splitncnn_3 -23330=16,3,10,10,1024,3,10,10,1024,3,10,10,1024,3,10,10,1024
|
||||
Convolution conv14_1 1 1 conv13_conv13/relu_splitncnn_3 conv14_1_conv14_1/relu -23330=4,3,10,10,256 0=256 1=1 5=1 6=262144 9=1
|
||||
Convolution conv14_2 1 1 conv14_1_conv14_1/relu conv14_2_conv14_2/relu -23330=4,3,5,5,512 0=512 1=3 3=2 4=1 5=1 6=1179648 9=1
|
||||
Split splitncnn_3 1 4 conv14_2_conv14_2/relu conv14_2_conv14_2/relu_splitncnn_0 conv14_2_conv14_2/relu_splitncnn_1 conv14_2_conv14_2/relu_splitncnn_2 conv14_2_conv14_2/relu_splitncnn_3 -23330=16,3,5,5,512,3,5,5,512,3,5,5,512,3,5,5,512
|
||||
Convolution conv15_1 1 1 conv14_2_conv14_2/relu_splitncnn_3 conv15_1_conv15_1/relu -23330=4,3,5,5,128 0=128 1=1 5=1 6=65536 9=1
|
||||
Convolution conv15_2 1 1 conv15_1_conv15_1/relu conv15_2_conv15_2/relu -23330=4,3,3,3,256 0=256 1=3 3=2 4=1 5=1 6=294912 9=1
|
||||
Split splitncnn_4 1 4 conv15_2_conv15_2/relu conv15_2_conv15_2/relu_splitncnn_0 conv15_2_conv15_2/relu_splitncnn_1 conv15_2_conv15_2/relu_splitncnn_2 conv15_2_conv15_2/relu_splitncnn_3 -23330=16,3,3,3,256,3,3,3,256,3,3,3,256,3,3,3,256
|
||||
Convolution conv16_1 1 1 conv15_2_conv15_2/relu_splitncnn_3 conv16_1_conv16_1/relu -23330=4,3,3,3,128 0=128 1=1 5=1 6=32768 9=1
|
||||
Convolution conv16_2 1 1 conv16_1_conv16_1/relu conv16_2_conv16_2/relu -23330=4,3,2,2,256 0=256 1=3 3=2 4=1 5=1 6=294912 9=1
|
||||
Split splitncnn_5 1 4 conv16_2_conv16_2/relu conv16_2_conv16_2/relu_splitncnn_0 conv16_2_conv16_2/relu_splitncnn_1 conv16_2_conv16_2/relu_splitncnn_2 conv16_2_conv16_2/relu_splitncnn_3 -23330=16,3,2,2,256,3,2,2,256,3,2,2,256,3,2,2,256
|
||||
Convolution conv17_1 1 1 conv16_2_conv16_2/relu_splitncnn_3 conv17_1_conv17_1/relu -23330=4,3,2,2,64 0=64 1=1 5=1 6=16384 9=1
|
||||
Convolution conv17_2 1 1 conv17_1_conv17_1/relu conv17_2_conv17_2/relu -23330=4,3,1,1,128 0=128 1=3 3=2 4=1 5=1 6=73728 9=1
|
||||
Split splitncnn_6 1 3 conv17_2_conv17_2/relu conv17_2_conv17_2/relu_splitncnn_0 conv17_2_conv17_2/relu_splitncnn_1 conv17_2_conv17_2/relu_splitncnn_2 -23330=12,3,1,1,128,3,1,1,128,3,1,1,128
|
||||
Convolution conv11_mbox_loc 1 1 conv11_conv11/relu_splitncnn_2 conv11_mbox_loc -23330=4,3,19,19,12 0=12 1=1 5=1 6=6144
|
||||
Permute conv11_mbox_loc_perm 1 1 conv11_mbox_loc conv11_mbox_loc_perm -23330=4,3,12,19,19 0=3
|
||||
Flatten conv11_mbox_loc_flat 1 1 conv11_mbox_loc_perm conv11_mbox_loc_flat -23330=4,1,4332,1,1
|
||||
Convolution conv11_mbox_conf 1 1 conv11_conv11/relu_splitncnn_1 conv11_mbox_conf -23330=4,3,19,19,63 0=63 1=1 5=1 6=32256
|
||||
Permute conv11_mbox_conf_perm 1 1 conv11_mbox_conf conv11_mbox_conf_perm -23330=4,3,63,19,19 0=3
|
||||
Flatten conv11_mbox_conf_flat 1 1 conv11_mbox_conf_perm conv11_mbox_conf_flat -23330=4,1,22743,1,1
|
||||
PriorBox conv11_mbox_priorbox 2 1 conv11_conv11/relu_splitncnn_0 data_splitncnn_5 conv11_mbox_priorbox -23330=4,2,4332,2,1 -23300=1,6.000000e+01 -23302=1,2.000000e+00 9=-233 10=-233 13=5.000000e-01
|
||||
Convolution conv13_mbox_loc 1 1 conv13_conv13/relu_splitncnn_2 conv13_mbox_loc -23330=4,3,10,10,24 0=24 1=1 5=1 6=24576
|
||||
Permute conv13_mbox_loc_perm 1 1 conv13_mbox_loc conv13_mbox_loc_perm -23330=4,3,24,10,10 0=3
|
||||
Flatten conv13_mbox_loc_flat 1 1 conv13_mbox_loc_perm conv13_mbox_loc_flat -23330=4,1,2400,1,1
|
||||
Convolution conv13_mbox_conf 1 1 conv13_conv13/relu_splitncnn_1 conv13_mbox_conf -23330=4,3,10,10,126 0=126 1=1 5=1 6=129024
|
||||
Permute conv13_mbox_conf_perm 1 1 conv13_mbox_conf conv13_mbox_conf_perm -23330=4,3,126,10,10 0=3
|
||||
Flatten conv13_mbox_conf_flat 1 1 conv13_mbox_conf_perm conv13_mbox_conf_flat -23330=4,1,12600,1,1
|
||||
PriorBox conv13_mbox_priorbox 2 1 conv13_conv13/relu_splitncnn_0 data_splitncnn_4 conv13_mbox_priorbox -23330=4,2,2400,2,1 -23300=1,1.050000e+02 -23301=1,1.500000e+02 -23302=2,2.000000e+00,3.000000e+00 9=-233 10=-233 13=5.000000e-01
|
||||
Convolution conv14_2_mbox_loc 1 1 conv14_2_conv14_2/relu_splitncnn_2 conv14_2_mbox_loc -23330=4,3,5,5,24 0=24 1=1 5=1 6=12288
|
||||
Permute conv14_2_mbox_loc_perm 1 1 conv14_2_mbox_loc conv14_2_mbox_loc_perm -23330=4,3,24,5,5 0=3
|
||||
Flatten conv14_2_mbox_loc_flat 1 1 conv14_2_mbox_loc_perm conv14_2_mbox_loc_flat -23330=4,1,600,1,1
|
||||
Convolution conv14_2_mbox_conf 1 1 conv14_2_conv14_2/relu_splitncnn_1 conv14_2_mbox_conf -23330=4,3,5,5,126 0=126 1=1 5=1 6=64512
|
||||
Permute conv14_2_mbox_conf_perm 1 1 conv14_2_mbox_conf conv14_2_mbox_conf_perm -23330=4,3,126,5,5 0=3
|
||||
Flatten conv14_2_mbox_conf_flat 1 1 conv14_2_mbox_conf_perm conv14_2_mbox_conf_flat -23330=4,1,3150,1,1
|
||||
PriorBox conv14_2_mbox_priorbox 2 1 conv14_2_conv14_2/relu_splitncnn_0 data_splitncnn_3 conv14_2_mbox_priorbox -23330=4,2,600,2,1 -23300=1,1.500000e+02 -23301=1,1.950000e+02 -23302=2,2.000000e+00,3.000000e+00 9=-233 10=-233 13=5.000000e-01
|
||||
Convolution conv15_2_mbox_loc 1 1 conv15_2_conv15_2/relu_splitncnn_2 conv15_2_mbox_loc -23330=4,3,3,3,24 0=24 1=1 5=1 6=6144
|
||||
Permute conv15_2_mbox_loc_perm 1 1 conv15_2_mbox_loc conv15_2_mbox_loc_perm -23330=4,3,24,3,3 0=3
|
||||
Flatten conv15_2_mbox_loc_flat 1 1 conv15_2_mbox_loc_perm conv15_2_mbox_loc_flat -23330=4,1,216,1,1
|
||||
Convolution conv15_2_mbox_conf 1 1 conv15_2_conv15_2/relu_splitncnn_1 conv15_2_mbox_conf -23330=4,3,3,3,126 0=126 1=1 5=1 6=32256
|
||||
Permute conv15_2_mbox_conf_perm 1 1 conv15_2_mbox_conf conv15_2_mbox_conf_perm -23330=4,3,126,3,3 0=3
|
||||
Flatten conv15_2_mbox_conf_flat 1 1 conv15_2_mbox_conf_perm conv15_2_mbox_conf_flat -23330=4,1,1134,1,1
|
||||
PriorBox conv15_2_mbox_priorbox 2 1 conv15_2_conv15_2/relu_splitncnn_0 data_splitncnn_2 conv15_2_mbox_priorbox -23330=4,2,216,2,1 -23300=1,1.950000e+02 -23301=1,2.400000e+02 -23302=2,2.000000e+00,3.000000e+00 9=-233 10=-233 13=5.000000e-01
|
||||
Convolution conv16_2_mbox_loc 1 1 conv16_2_conv16_2/relu_splitncnn_2 conv16_2_mbox_loc -23330=4,3,2,2,24 0=24 1=1 5=1 6=6144
|
||||
Permute conv16_2_mbox_loc_perm 1 1 conv16_2_mbox_loc conv16_2_mbox_loc_perm -23330=4,3,24,2,2 0=3
|
||||
Flatten conv16_2_mbox_loc_flat 1 1 conv16_2_mbox_loc_perm conv16_2_mbox_loc_flat -23330=4,1,96,1,1
|
||||
Convolution conv16_2_mbox_conf 1 1 conv16_2_conv16_2/relu_splitncnn_1 conv16_2_mbox_conf -23330=4,3,2,2,126 0=126 1=1 5=1 6=32256
|
||||
Permute conv16_2_mbox_conf_perm 1 1 conv16_2_mbox_conf conv16_2_mbox_conf_perm -23330=4,3,126,2,2 0=3
|
||||
Flatten conv16_2_mbox_conf_flat 1 1 conv16_2_mbox_conf_perm conv16_2_mbox_conf_flat -23330=4,1,504,1,1
|
||||
PriorBox conv16_2_mbox_priorbox 2 1 conv16_2_conv16_2/relu_splitncnn_0 data_splitncnn_1 conv16_2_mbox_priorbox -23330=4,2,96,2,1 -23300=1,2.400000e+02 -23301=1,2.850000e+02 -23302=2,2.000000e+00,3.000000e+00 9=-233 10=-233 13=5.000000e-01
|
||||
Convolution conv17_2_mbox_loc 1 1 conv17_2_conv17_2/relu_splitncnn_2 conv17_2_mbox_loc -23330=4,3,1,1,24 0=24 1=1 5=1 6=3072
|
||||
Permute conv17_2_mbox_loc_perm 1 1 conv17_2_mbox_loc conv17_2_mbox_loc_perm -23330=4,3,24,1,1 0=3
|
||||
Flatten conv17_2_mbox_loc_flat 1 1 conv17_2_mbox_loc_perm conv17_2_mbox_loc_flat -23330=4,1,24,1,1
|
||||
Convolution conv17_2_mbox_conf 1 1 conv17_2_conv17_2/relu_splitncnn_1 conv17_2_mbox_conf -23330=4,3,1,1,126 0=126 1=1 5=1 6=16128
|
||||
Permute conv17_2_mbox_conf_perm 1 1 conv17_2_mbox_conf conv17_2_mbox_conf_perm -23330=4,3,126,1,1 0=3
|
||||
Flatten conv17_2_mbox_conf_flat 1 1 conv17_2_mbox_conf_perm conv17_2_mbox_conf_flat -23330=4,1,126,1,1
|
||||
PriorBox conv17_2_mbox_priorbox 2 1 conv17_2_conv17_2/relu_splitncnn_0 data_splitncnn_0 conv17_2_mbox_priorbox -23330=4,2,24,2,1 -23300=1,2.850000e+02 -23301=1,3.000000e+02 -23302=2,2.000000e+00,3.000000e+00 9=-233 10=-233 13=5.000000e-01
|
||||
Concat mbox_loc 6 1 conv11_mbox_loc_flat conv13_mbox_loc_flat conv14_2_mbox_loc_flat conv15_2_mbox_loc_flat conv16_2_mbox_loc_flat conv17_2_mbox_loc_flat mbox_loc -23330=4,1,7668,1,1
|
||||
Concat mbox_conf 6 1 conv11_mbox_conf_flat conv13_mbox_conf_flat conv14_2_mbox_conf_flat conv15_2_mbox_conf_flat conv16_2_mbox_conf_flat conv17_2_mbox_conf_flat mbox_conf -23330=4,1,40257,1,1
|
||||
Concat mbox_priorbox 6 1 conv11_mbox_priorbox conv13_mbox_priorbox conv14_2_mbox_priorbox conv15_2_mbox_priorbox conv16_2_mbox_priorbox conv17_2_mbox_priorbox mbox_priorbox -23330=4,2,7668,2,1 0=1
|
||||
Reshape mbox_conf_reshape 1 1 mbox_conf mbox_conf_reshape -23330=4,2,21,1917,1 0=21 1=-1
|
||||
Softmax mbox_conf_softmax 1 1 mbox_conf_reshape mbox_conf_softmax -23330=4,2,21,1917,1 0=1 1=1
|
||||
Flatten mbox_conf_flatten 1 1 mbox_conf_softmax mbox_conf_flatten -23330=4,1,40257,1,1
|
||||
DetectionOutput detection_out 3 1 mbox_loc mbox_conf_flatten mbox_priorbox output 0=21 1=4.500000e-01 2=100 4=2.500000e-01
|
||||
94
3rdparty/ncnn/benchmark/mobilenet_ssd_int8.param
vendored
Normal file
94
3rdparty/ncnn/benchmark/mobilenet_ssd_int8.param
vendored
Normal file
@ -0,0 +1,94 @@
|
||||
7767517
|
||||
92 115
|
||||
Input input 0 1 data 0=300 1=300 2=3
|
||||
Split splitncnn_0 1 7 data data_splitncnn_0 data_splitncnn_1 data_splitncnn_2 data_splitncnn_3 data_splitncnn_4 data_splitncnn_5 data_splitncnn_6
|
||||
Convolution conv0 1 1 data_splitncnn_6 conv0_conv0/relu 0=32 1=3 3=2 4=1 5=1 6=864 8=102 9=1
|
||||
ConvolutionDepthWise conv1/dw 1 1 conv0_conv0/relu conv1/dw_conv1/dw/relu 0=32 1=3 4=1 5=1 6=288 7=32 8=101 9=1
|
||||
Convolution conv1 1 1 conv1/dw_conv1/dw/relu conv1_conv1/relu 0=64 1=1 5=1 6=2048 8=102 9=1
|
||||
ConvolutionDepthWise conv2/dw 1 1 conv1_conv1/relu conv2/dw_conv2/dw/relu 0=64 1=3 3=2 4=1 5=1 6=576 7=64 8=101 9=1
|
||||
Convolution conv2 1 1 conv2/dw_conv2/dw/relu conv2_conv2/relu 0=128 1=1 5=1 6=8192 8=102 9=1
|
||||
ConvolutionDepthWise conv3/dw 1 1 conv2_conv2/relu conv3/dw_conv3/dw/relu 0=128 1=3 4=1 5=1 6=1152 7=128 8=101 9=1
|
||||
Convolution conv3 1 1 conv3/dw_conv3/dw/relu conv3_conv3/relu 0=128 1=1 5=1 6=16384 8=102 9=1
|
||||
ConvolutionDepthWise conv4/dw 1 1 conv3_conv3/relu conv4/dw_conv4/dw/relu 0=128 1=3 3=2 4=1 5=1 6=1152 7=128 8=101 9=1
|
||||
Convolution conv4 1 1 conv4/dw_conv4/dw/relu conv4_conv4/relu 0=256 1=1 5=1 6=32768 8=102 9=1
|
||||
ConvolutionDepthWise conv5/dw 1 1 conv4_conv4/relu conv5/dw_conv5/dw/relu 0=256 1=3 4=1 5=1 6=2304 7=256 8=101 9=1
|
||||
Convolution conv5 1 1 conv5/dw_conv5/dw/relu conv5_conv5/relu 0=256 1=1 5=1 6=65536 8=102 9=1
|
||||
ConvolutionDepthWise conv6/dw 1 1 conv5_conv5/relu conv6/dw_conv6/dw/relu 0=256 1=3 3=2 4=1 5=1 6=2304 7=256 8=101 9=1
|
||||
Convolution conv6 1 1 conv6/dw_conv6/dw/relu conv6_conv6/relu 0=512 1=1 5=1 6=131072 8=102 9=1
|
||||
ConvolutionDepthWise conv7/dw 1 1 conv6_conv6/relu conv7/dw_conv7/dw/relu 0=512 1=3 4=1 5=1 6=4608 7=512 8=101 9=1
|
||||
Convolution conv7 1 1 conv7/dw_conv7/dw/relu conv7_conv7/relu 0=512 1=1 5=1 6=262144 8=102 9=1
|
||||
ConvolutionDepthWise conv8/dw 1 1 conv7_conv7/relu conv8/dw_conv8/dw/relu 0=512 1=3 4=1 5=1 6=4608 7=512 8=101 9=1
|
||||
Convolution conv8 1 1 conv8/dw_conv8/dw/relu conv8_conv8/relu 0=512 1=1 5=1 6=262144 8=102 9=1
|
||||
ConvolutionDepthWise conv9/dw 1 1 conv8_conv8/relu conv9/dw_conv9/dw/relu 0=512 1=3 4=1 5=1 6=4608 7=512 8=101 9=1
|
||||
Convolution conv9 1 1 conv9/dw_conv9/dw/relu conv9_conv9/relu 0=512 1=1 5=1 6=262144 8=102 9=1
|
||||
ConvolutionDepthWise conv10/dw 1 1 conv9_conv9/relu conv10/dw_conv10/dw/relu 0=512 1=3 4=1 5=1 6=4608 7=512 8=101 9=1
|
||||
Convolution conv10 1 1 conv10/dw_conv10/dw/relu conv10_conv10/relu 0=512 1=1 5=1 6=262144 8=102 9=1
|
||||
ConvolutionDepthWise conv11/dw 1 1 conv10_conv10/relu conv11/dw_conv11/dw/relu 0=512 1=3 4=1 5=1 6=4608 7=512 8=101 9=1
|
||||
Convolution conv11 1 1 conv11/dw_conv11/dw/relu conv11_conv11/relu 0=512 1=1 5=1 6=262144 8=2 9=1
|
||||
Split splitncnn_1 1 4 conv11_conv11/relu conv11_conv11/relu_splitncnn_0 conv11_conv11/relu_splitncnn_1 conv11_conv11/relu_splitncnn_2 conv11_conv11/relu_splitncnn_3
|
||||
ConvolutionDepthWise conv12/dw 1 1 conv11_conv11/relu_splitncnn_3 conv12/dw_conv12/dw/relu 0=512 1=3 3=2 4=1 5=1 6=4608 7=512 8=101 9=1
|
||||
Convolution conv12 1 1 conv12/dw_conv12/dw/relu conv12_conv12/relu 0=1024 1=1 5=1 6=524288 8=102 9=1
|
||||
ConvolutionDepthWise conv13/dw 1 1 conv12_conv12/relu conv13/dw_conv13/dw/relu 0=1024 1=3 4=1 5=1 6=9216 7=1024 8=101 9=1
|
||||
Convolution conv13 1 1 conv13/dw_conv13/dw/relu conv13_conv13/relu 0=1024 1=1 5=1 6=1048576 8=2 9=1
|
||||
Split splitncnn_2 1 4 conv13_conv13/relu conv13_conv13/relu_splitncnn_0 conv13_conv13/relu_splitncnn_1 conv13_conv13/relu_splitncnn_2 conv13_conv13/relu_splitncnn_3
|
||||
Convolution conv14_1 1 1 conv13_conv13/relu_splitncnn_3 conv14_1_conv14_1/relu 0=256 1=1 5=1 6=262144 8=102 9=1
|
||||
Convolution conv14_2 1 1 conv14_1_conv14_1/relu conv14_2_conv14_2/relu 0=512 1=3 3=2 4=1 5=1 6=1179648 8=2 9=1
|
||||
Split splitncnn_3 1 4 conv14_2_conv14_2/relu conv14_2_conv14_2/relu_splitncnn_0 conv14_2_conv14_2/relu_splitncnn_1 conv14_2_conv14_2/relu_splitncnn_2 conv14_2_conv14_2/relu_splitncnn_3
|
||||
Convolution conv15_1 1 1 conv14_2_conv14_2/relu_splitncnn_3 conv15_1_conv15_1/relu 0=128 1=1 5=1 6=65536 8=102 9=1
|
||||
Convolution conv15_2 1 1 conv15_1_conv15_1/relu conv15_2_conv15_2/relu 0=256 1=3 3=2 4=1 5=1 6=294912 8=2 9=1
|
||||
Split splitncnn_4 1 4 conv15_2_conv15_2/relu conv15_2_conv15_2/relu_splitncnn_0 conv15_2_conv15_2/relu_splitncnn_1 conv15_2_conv15_2/relu_splitncnn_2 conv15_2_conv15_2/relu_splitncnn_3
|
||||
Convolution conv16_1 1 1 conv15_2_conv15_2/relu_splitncnn_3 conv16_1_conv16_1/relu 0=128 1=1 5=1 6=32768 8=102 9=1
|
||||
Convolution conv16_2 1 1 conv16_1_conv16_1/relu conv16_2_conv16_2/relu 0=256 1=3 3=2 4=1 5=1 6=294912 8=2 9=1
|
||||
Split splitncnn_5 1 4 conv16_2_conv16_2/relu conv16_2_conv16_2/relu_splitncnn_0 conv16_2_conv16_2/relu_splitncnn_1 conv16_2_conv16_2/relu_splitncnn_2 conv16_2_conv16_2/relu_splitncnn_3
|
||||
Convolution conv17_1 1 1 conv16_2_conv16_2/relu_splitncnn_3 conv17_1_conv17_1/relu 0=64 1=1 5=1 6=16384 8=102 9=1
|
||||
Convolution conv17_2 1 1 conv17_1_conv17_1/relu conv17_2_conv17_2/relu 0=128 1=3 3=2 4=1 5=1 6=73728 8=2 9=1
|
||||
Split splitncnn_6 1 3 conv17_2_conv17_2/relu conv17_2_conv17_2/relu_splitncnn_0 conv17_2_conv17_2/relu_splitncnn_1 conv17_2_conv17_2/relu_splitncnn_2
|
||||
Convolution conv11_mbox_loc 1 1 conv11_conv11/relu_splitncnn_2 conv11_mbox_loc 0=12 1=1 5=1 6=6144 8=2
|
||||
Permute conv11_mbox_loc_perm 1 1 conv11_mbox_loc conv11_mbox_loc_perm 0=3
|
||||
Flatten conv11_mbox_loc_flat 1 1 conv11_mbox_loc_perm conv11_mbox_loc_flat
|
||||
Convolution conv11_mbox_conf 1 1 conv11_conv11/relu_splitncnn_1 conv11_mbox_conf 0=63 1=1 5=1 6=32256 8=2
|
||||
Permute conv11_mbox_conf_perm 1 1 conv11_mbox_conf conv11_mbox_conf_perm 0=3
|
||||
Flatten conv11_mbox_conf_flat 1 1 conv11_mbox_conf_perm conv11_mbox_conf_flat
|
||||
PriorBox conv11_mbox_priorbox 2 1 conv11_conv11/relu_splitncnn_0 data_splitncnn_5 conv11_mbox_priorbox -23300=1,60.000000 -23302=1,2.000000 9=-233 10=-233 13=0.500000
|
||||
Convolution conv13_mbox_loc 1 1 conv13_conv13/relu_splitncnn_2 conv13_mbox_loc 0=24 1=1 5=1 6=24576 8=2
|
||||
Permute conv13_mbox_loc_perm 1 1 conv13_mbox_loc conv13_mbox_loc_perm 0=3
|
||||
Flatten conv13_mbox_loc_flat 1 1 conv13_mbox_loc_perm conv13_mbox_loc_flat
|
||||
Convolution conv13_mbox_conf 1 1 conv13_conv13/relu_splitncnn_1 conv13_mbox_conf 0=126 1=1 5=1 6=129024 8=2
|
||||
Permute conv13_mbox_conf_perm 1 1 conv13_mbox_conf conv13_mbox_conf_perm 0=3
|
||||
Flatten conv13_mbox_conf_flat 1 1 conv13_mbox_conf_perm conv13_mbox_conf_flat
|
||||
PriorBox conv13_mbox_priorbox 2 1 conv13_conv13/relu_splitncnn_0 data_splitncnn_4 conv13_mbox_priorbox -23300=1,105.000000 -23301=1,150.000000 -23302=2,2.000000,3.000000 9=-233 10=-233 13=0.500000
|
||||
Convolution conv14_2_mbox_loc 1 1 conv14_2_conv14_2/relu_splitncnn_2 conv14_2_mbox_loc 0=24 1=1 5=1 6=12288 8=2
|
||||
Permute conv14_2_mbox_loc_perm 1 1 conv14_2_mbox_loc conv14_2_mbox_loc_perm 0=3
|
||||
Flatten conv14_2_mbox_loc_flat 1 1 conv14_2_mbox_loc_perm conv14_2_mbox_loc_flat
|
||||
Convolution conv14_2_mbox_conf 1 1 conv14_2_conv14_2/relu_splitncnn_1 conv14_2_mbox_conf 0=126 1=1 5=1 6=64512 8=2
|
||||
Permute conv14_2_mbox_conf_perm 1 1 conv14_2_mbox_conf conv14_2_mbox_conf_perm 0=3
|
||||
Flatten conv14_2_mbox_conf_flat 1 1 conv14_2_mbox_conf_perm conv14_2_mbox_conf_flat
|
||||
PriorBox conv14_2_mbox_priorbox 2 1 conv14_2_conv14_2/relu_splitncnn_0 data_splitncnn_3 conv14_2_mbox_priorbox -23300=1,150.000000 -23301=1,195.000000 -23302=2,2.000000,3.000000 9=-233 10=-233 13=0.500000
|
||||
Convolution conv15_2_mbox_loc 1 1 conv15_2_conv15_2/relu_splitncnn_2 conv15_2_mbox_loc 0=24 1=1 5=1 6=6144 8=2
|
||||
Permute conv15_2_mbox_loc_perm 1 1 conv15_2_mbox_loc conv15_2_mbox_loc_perm 0=3
|
||||
Flatten conv15_2_mbox_loc_flat 1 1 conv15_2_mbox_loc_perm conv15_2_mbox_loc_flat
|
||||
Convolution conv15_2_mbox_conf 1 1 conv15_2_conv15_2/relu_splitncnn_1 conv15_2_mbox_conf 0=126 1=1 5=1 6=32256 8=2
|
||||
Permute conv15_2_mbox_conf_perm 1 1 conv15_2_mbox_conf conv15_2_mbox_conf_perm 0=3
|
||||
Flatten conv15_2_mbox_conf_flat 1 1 conv15_2_mbox_conf_perm conv15_2_mbox_conf_flat
|
||||
PriorBox conv15_2_mbox_priorbox 2 1 conv15_2_conv15_2/relu_splitncnn_0 data_splitncnn_2 conv15_2_mbox_priorbox -23300=1,195.000000 -23301=1,240.000000 -23302=2,2.000000,3.000000 9=-233 10=-233 13=0.500000
|
||||
Convolution conv16_2_mbox_loc 1 1 conv16_2_conv16_2/relu_splitncnn_2 conv16_2_mbox_loc 0=24 1=1 5=1 6=6144 8=2
|
||||
Permute conv16_2_mbox_loc_perm 1 1 conv16_2_mbox_loc conv16_2_mbox_loc_perm 0=3
|
||||
Flatten conv16_2_mbox_loc_flat 1 1 conv16_2_mbox_loc_perm conv16_2_mbox_loc_flat
|
||||
Convolution conv16_2_mbox_conf 1 1 conv16_2_conv16_2/relu_splitncnn_1 conv16_2_mbox_conf 0=126 1=1 5=1 6=32256 8=2
|
||||
Permute conv16_2_mbox_conf_perm 1 1 conv16_2_mbox_conf conv16_2_mbox_conf_perm 0=3
|
||||
Flatten conv16_2_mbox_conf_flat 1 1 conv16_2_mbox_conf_perm conv16_2_mbox_conf_flat
|
||||
PriorBox conv16_2_mbox_priorbox 2 1 conv16_2_conv16_2/relu_splitncnn_0 data_splitncnn_1 conv16_2_mbox_priorbox -23300=1,240.000000 -23301=1,285.000000 -23302=2,2.000000,3.000000 9=-233 10=-233 13=0.500000
|
||||
Convolution conv17_2_mbox_loc 1 1 conv17_2_conv17_2/relu_splitncnn_2 conv17_2_mbox_loc 0=24 1=1 5=1 6=3072 8=2
|
||||
Permute conv17_2_mbox_loc_perm 1 1 conv17_2_mbox_loc conv17_2_mbox_loc_perm 0=3
|
||||
Flatten conv17_2_mbox_loc_flat 1 1 conv17_2_mbox_loc_perm conv17_2_mbox_loc_flat
|
||||
Convolution conv17_2_mbox_conf 1 1 conv17_2_conv17_2/relu_splitncnn_1 conv17_2_mbox_conf 0=126 1=1 5=1 6=16128 8=2
|
||||
Permute conv17_2_mbox_conf_perm 1 1 conv17_2_mbox_conf conv17_2_mbox_conf_perm 0=3
|
||||
Flatten conv17_2_mbox_conf_flat 1 1 conv17_2_mbox_conf_perm conv17_2_mbox_conf_flat
|
||||
PriorBox conv17_2_mbox_priorbox 2 1 conv17_2_conv17_2/relu_splitncnn_0 data_splitncnn_0 conv17_2_mbox_priorbox -23300=1,285.000000 -23301=1,300.000000 -23302=2,2.000000,3.000000 9=-233 10=-233 13=0.500000
|
||||
Concat mbox_loc 6 1 conv11_mbox_loc_flat conv13_mbox_loc_flat conv14_2_mbox_loc_flat conv15_2_mbox_loc_flat conv16_2_mbox_loc_flat conv17_2_mbox_loc_flat mbox_loc
|
||||
Concat mbox_conf 6 1 conv11_mbox_conf_flat conv13_mbox_conf_flat conv14_2_mbox_conf_flat conv15_2_mbox_conf_flat conv16_2_mbox_conf_flat conv17_2_mbox_conf_flat mbox_conf
|
||||
Concat mbox_priorbox 6 1 conv11_mbox_priorbox conv13_mbox_priorbox conv14_2_mbox_priorbox conv15_2_mbox_priorbox conv16_2_mbox_priorbox conv17_2_mbox_priorbox mbox_priorbox 0=1
|
||||
Reshape mbox_conf_reshape 1 1 mbox_conf mbox_conf_reshape 0=21 1=-1
|
||||
Softmax mbox_conf_softmax 1 1 mbox_conf_reshape mbox_conf_softmax 0=1 1=1
|
||||
Flatten mbox_conf_flatten 1 1 mbox_conf_softmax mbox_conf_flatten
|
||||
DetectionOutput detection_out 3 1 mbox_loc mbox_conf_flatten mbox_priorbox output 0=21 1=0.450000 2=100 4=0.250000
|
||||
79
3rdparty/ncnn/benchmark/mobilenet_v2.param
vendored
Normal file
79
3rdparty/ncnn/benchmark/mobilenet_v2.param
vendored
Normal file
@ -0,0 +1,79 @@
|
||||
7767517
|
||||
77 87
|
||||
Input data 0 1 data -23330=4,3,224,224,3 0=224 1=224 2=3
|
||||
Convolution conv1 1 1 data conv1/bn_relu1 -23330=4,3,112,112,32 0=32 1=3 3=2 4=1 5=1 6=864 9=1
|
||||
Convolution conv2_1/expand 1 1 conv1/bn_relu1 conv2_1/expand/bn_relu2_1/expand -23330=4,3,112,112,32 0=32 1=1 5=1 6=1024 9=1
|
||||
ConvolutionDepthWise conv2_1/dwise 1 1 conv2_1/expand/bn_relu2_1/expand conv2_1/dwise/bn_relu2_1/dwise -23330=4,3,112,112,32 0=32 1=3 4=1 5=1 6=288 7=32 9=1
|
||||
Convolution conv2_1/linear 1 1 conv2_1/dwise/bn_relu2_1/dwise conv2_1/linear/bn_conv2_1/linear/scale -23330=4,3,112,112,16 0=16 1=1 5=1 6=512
|
||||
Convolution conv2_2/expand 1 1 conv2_1/linear/bn_conv2_1/linear/scale conv2_2/expand/bn_relu2_2/expand -23330=4,3,112,112,96 0=96 1=1 5=1 6=1536 9=1
|
||||
ConvolutionDepthWise conv2_2/dwise 1 1 conv2_2/expand/bn_relu2_2/expand conv2_2/dwise/bn_relu2_2/dwise -23330=4,3,56,56,96 0=96 1=3 3=2 4=1 5=1 6=864 7=96 9=1
|
||||
Convolution conv2_2/linear 1 1 conv2_2/dwise/bn_relu2_2/dwise conv2_2/linear/bn_conv2_2/linear/scale -23330=4,3,56,56,24 0=24 1=1 5=1 6=2304
|
||||
Split splitncnn_0 1 2 conv2_2/linear/bn_conv2_2/linear/scale conv2_2/linear/bn_conv2_2/linear/scale_splitncnn_0 conv2_2/linear/bn_conv2_2/linear/scale_splitncnn_1 -23330=8,3,56,56,24,3,56,56,24
|
||||
Convolution conv3_1/expand 1 1 conv2_2/linear/bn_conv2_2/linear/scale_splitncnn_1 conv3_1/expand/bn_relu3_1/expand -23330=4,3,56,56,144 0=144 1=1 5=1 6=3456 9=1
|
||||
ConvolutionDepthWise conv3_1/dwise 1 1 conv3_1/expand/bn_relu3_1/expand conv3_1/dwise/bn_relu3_1/dwise -23330=4,3,56,56,144 0=144 1=3 4=1 5=1 6=1296 7=144 9=1
|
||||
Convolution conv3_1/linear 1 1 conv3_1/dwise/bn_relu3_1/dwise conv3_1/linear/bn_conv3_1/linear/scale -23330=4,3,56,56,24 0=24 1=1 5=1 6=3456
|
||||
Eltwise block_3_1 2 1 conv2_2/linear/bn_conv2_2/linear/scale_splitncnn_0 conv3_1/linear/bn_conv3_1/linear/scale block_3_1 -23330=4,3,56,56,24 0=1
|
||||
Convolution conv3_2/expand 1 1 block_3_1 conv3_2/expand/bn_relu3_2/expand -23330=4,3,56,56,144 0=144 1=1 5=1 6=3456 9=1
|
||||
ConvolutionDepthWise conv3_2/dwise 1 1 conv3_2/expand/bn_relu3_2/expand conv3_2/dwise/bn_relu3_2/dwise -23330=4,3,28,28,144 0=144 1=3 3=2 4=1 5=1 6=1296 7=144 9=1
|
||||
Convolution conv3_2/linear 1 1 conv3_2/dwise/bn_relu3_2/dwise conv3_2/linear/bn_conv3_2/linear/scale -23330=4,3,28,28,32 0=32 1=1 5=1 6=4608
|
||||
Split splitncnn_1 1 2 conv3_2/linear/bn_conv3_2/linear/scale conv3_2/linear/bn_conv3_2/linear/scale_splitncnn_0 conv3_2/linear/bn_conv3_2/linear/scale_splitncnn_1 -23330=8,3,28,28,32,3,28,28,32
|
||||
Convolution conv4_1/expand 1 1 conv3_2/linear/bn_conv3_2/linear/scale_splitncnn_1 conv4_1/expand/bn_relu4_1/expand -23330=4,3,28,28,192 0=192 1=1 5=1 6=6144 9=1
|
||||
ConvolutionDepthWise conv4_1/dwise 1 1 conv4_1/expand/bn_relu4_1/expand conv4_1/dwise/bn_relu4_1/dwise -23330=4,3,28,28,192 0=192 1=3 4=1 5=1 6=1728 7=192 9=1
|
||||
Convolution conv4_1/linear 1 1 conv4_1/dwise/bn_relu4_1/dwise conv4_1/linear/bn_conv4_1/linear/scale -23330=4,3,28,28,32 0=32 1=1 5=1 6=6144
|
||||
Eltwise block_4_1 2 1 conv3_2/linear/bn_conv3_2/linear/scale_splitncnn_0 conv4_1/linear/bn_conv4_1/linear/scale block_4_1 -23330=4,3,28,28,32 0=1
|
||||
Split splitncnn_2 1 2 block_4_1 block_4_1_splitncnn_0 block_4_1_splitncnn_1 -23330=8,3,28,28,32,3,28,28,32
|
||||
Convolution conv4_2/expand 1 1 block_4_1_splitncnn_1 conv4_2/expand/bn_relu4_2/expand -23330=4,3,28,28,192 0=192 1=1 5=1 6=6144 9=1
|
||||
ConvolutionDepthWise conv4_2/dwise 1 1 conv4_2/expand/bn_relu4_2/expand conv4_2/dwise/bn_relu4_2/dwise -23330=4,3,28,28,192 0=192 1=3 4=1 5=1 6=1728 7=192 9=1
|
||||
Convolution conv4_2/linear 1 1 conv4_2/dwise/bn_relu4_2/dwise conv4_2/linear/bn_conv4_2/linear/scale -23330=4,3,28,28,32 0=32 1=1 5=1 6=6144
|
||||
Eltwise block_4_2 2 1 block_4_1_splitncnn_0 conv4_2/linear/bn_conv4_2/linear/scale block_4_2 -23330=4,3,28,28,32 0=1
|
||||
Convolution conv4_3/expand 1 1 block_4_2 conv4_3/expand/bn_relu4_3/expand -23330=4,3,28,28,192 0=192 1=1 5=1 6=6144 9=1
|
||||
ConvolutionDepthWise conv4_3/dwise 1 1 conv4_3/expand/bn_relu4_3/expand conv4_3/dwise/bn_relu4_3/dwise -23330=4,3,14,14,192 0=192 1=3 3=2 4=1 5=1 6=1728 7=192 9=1
|
||||
Convolution conv4_3/linear 1 1 conv4_3/dwise/bn_relu4_3/dwise conv4_3/linear/bn_conv4_3/linear/scale -23330=4,3,14,14,64 0=64 1=1 5=1 6=12288
|
||||
Split splitncnn_3 1 2 conv4_3/linear/bn_conv4_3/linear/scale conv4_3/linear/bn_conv4_3/linear/scale_splitncnn_0 conv4_3/linear/bn_conv4_3/linear/scale_splitncnn_1 -23330=8,3,14,14,64,3,14,14,64
|
||||
Convolution conv4_4/expand 1 1 conv4_3/linear/bn_conv4_3/linear/scale_splitncnn_1 conv4_4/expand/bn_relu4_4/expand -23330=4,3,14,14,384 0=384 1=1 5=1 6=24576 9=1
|
||||
ConvolutionDepthWise conv4_4/dwise 1 1 conv4_4/expand/bn_relu4_4/expand conv4_4/dwise/bn_relu4_4/dwise -23330=4,3,14,14,384 0=384 1=3 4=1 5=1 6=3456 7=384 9=1
|
||||
Convolution conv4_4/linear 1 1 conv4_4/dwise/bn_relu4_4/dwise conv4_4/linear/bn_conv4_4/linear/scale -23330=4,3,14,14,64 0=64 1=1 5=1 6=24576
|
||||
Eltwise block_4_4 2 1 conv4_3/linear/bn_conv4_3/linear/scale_splitncnn_0 conv4_4/linear/bn_conv4_4/linear/scale block_4_4 -23330=4,3,14,14,64 0=1
|
||||
Split splitncnn_4 1 2 block_4_4 block_4_4_splitncnn_0 block_4_4_splitncnn_1 -23330=8,3,14,14,64,3,14,14,64
|
||||
Convolution conv4_5/expand 1 1 block_4_4_splitncnn_1 conv4_5/expand/bn_relu4_5/expand -23330=4,3,14,14,384 0=384 1=1 5=1 6=24576 9=1
|
||||
ConvolutionDepthWise conv4_5/dwise 1 1 conv4_5/expand/bn_relu4_5/expand conv4_5/dwise/bn_relu4_5/dwise -23330=4,3,14,14,384 0=384 1=3 4=1 5=1 6=3456 7=384 9=1
|
||||
Convolution conv4_5/linear 1 1 conv4_5/dwise/bn_relu4_5/dwise conv4_5/linear/bn_conv4_5/linear/scale -23330=4,3,14,14,64 0=64 1=1 5=1 6=24576
|
||||
Eltwise block_4_5 2 1 block_4_4_splitncnn_0 conv4_5/linear/bn_conv4_5/linear/scale block_4_5 -23330=4,3,14,14,64 0=1
|
||||
Split splitncnn_5 1 2 block_4_5 block_4_5_splitncnn_0 block_4_5_splitncnn_1 -23330=8,3,14,14,64,3,14,14,64
|
||||
Convolution conv4_6/expand 1 1 block_4_5_splitncnn_1 conv4_6/expand/bn_relu4_6/expand -23330=4,3,14,14,384 0=384 1=1 5=1 6=24576 9=1
|
||||
ConvolutionDepthWise conv4_6/dwise 1 1 conv4_6/expand/bn_relu4_6/expand conv4_6/dwise/bn_relu4_6/dwise -23330=4,3,14,14,384 0=384 1=3 4=1 5=1 6=3456 7=384 9=1
|
||||
Convolution conv4_6/linear 1 1 conv4_6/dwise/bn_relu4_6/dwise conv4_6/linear/bn_conv4_6/linear/scale -23330=4,3,14,14,64 0=64 1=1 5=1 6=24576
|
||||
Eltwise block_4_6 2 1 block_4_5_splitncnn_0 conv4_6/linear/bn_conv4_6/linear/scale block_4_6 -23330=4,3,14,14,64 0=1
|
||||
Convolution conv4_7/expand 1 1 block_4_6 conv4_7/expand/bn_relu4_7/expand -23330=4,3,14,14,384 0=384 1=1 5=1 6=24576 9=1
|
||||
ConvolutionDepthWise conv4_7/dwise 1 1 conv4_7/expand/bn_relu4_7/expand conv4_7/dwise/bn_relu4_7/dwise -23330=4,3,14,14,384 0=384 1=3 4=1 5=1 6=3456 7=384 9=1
|
||||
Convolution conv4_7/linear 1 1 conv4_7/dwise/bn_relu4_7/dwise conv4_7/linear/bn_conv4_7/linear/scale -23330=4,3,14,14,96 0=96 1=1 5=1 6=36864
|
||||
Split splitncnn_6 1 2 conv4_7/linear/bn_conv4_7/linear/scale conv4_7/linear/bn_conv4_7/linear/scale_splitncnn_0 conv4_7/linear/bn_conv4_7/linear/scale_splitncnn_1 -23330=8,3,14,14,96,3,14,14,96
|
||||
Convolution conv5_1/expand 1 1 conv4_7/linear/bn_conv4_7/linear/scale_splitncnn_1 conv5_1/expand/bn_relu5_1/expand -23330=4,3,14,14,576 0=576 1=1 5=1 6=55296 9=1
|
||||
ConvolutionDepthWise conv5_1/dwise 1 1 conv5_1/expand/bn_relu5_1/expand conv5_1/dwise/bn_relu5_1/dwise -23330=4,3,14,14,576 0=576 1=3 4=1 5=1 6=5184 7=576 9=1
|
||||
Convolution conv5_1/linear 1 1 conv5_1/dwise/bn_relu5_1/dwise conv5_1/linear/bn_conv5_1/linear/scale -23330=4,3,14,14,96 0=96 1=1 5=1 6=55296
|
||||
Eltwise block_5_1 2 1 conv4_7/linear/bn_conv4_7/linear/scale_splitncnn_0 conv5_1/linear/bn_conv5_1/linear/scale block_5_1 -23330=4,3,14,14,96 0=1
|
||||
Split splitncnn_7 1 2 block_5_1 block_5_1_splitncnn_0 block_5_1_splitncnn_1 -23330=8,3,14,14,96,3,14,14,96
|
||||
Convolution conv5_2/expand 1 1 block_5_1_splitncnn_1 conv5_2/expand/bn_relu5_2/expand -23330=4,3,14,14,576 0=576 1=1 5=1 6=55296 9=1
|
||||
ConvolutionDepthWise conv5_2/dwise 1 1 conv5_2/expand/bn_relu5_2/expand conv5_2/dwise/bn_relu5_2/dwise -23330=4,3,14,14,576 0=576 1=3 4=1 5=1 6=5184 7=576 9=1
|
||||
Convolution conv5_2/linear 1 1 conv5_2/dwise/bn_relu5_2/dwise conv5_2/linear/bn_conv5_2/linear/scale -23330=4,3,14,14,96 0=96 1=1 5=1 6=55296
|
||||
Eltwise block_5_2 2 1 block_5_1_splitncnn_0 conv5_2/linear/bn_conv5_2/linear/scale block_5_2 -23330=4,3,14,14,96 0=1
|
||||
Convolution conv5_3/expand 1 1 block_5_2 conv5_3/expand/bn_relu5_3/expand -23330=4,3,14,14,576 0=576 1=1 5=1 6=55296 9=1
|
||||
ConvolutionDepthWise conv5_3/dwise 1 1 conv5_3/expand/bn_relu5_3/expand conv5_3/dwise/bn_relu5_3/dwise -23330=4,3,7,7,576 0=576 1=3 3=2 4=1 5=1 6=5184 7=576 9=1
|
||||
Convolution conv5_3/linear 1 1 conv5_3/dwise/bn_relu5_3/dwise conv5_3/linear/bn_conv5_3/linear/scale -23330=4,3,7,7,160 0=160 1=1 5=1 6=92160
|
||||
Split splitncnn_8 1 2 conv5_3/linear/bn_conv5_3/linear/scale conv5_3/linear/bn_conv5_3/linear/scale_splitncnn_0 conv5_3/linear/bn_conv5_3/linear/scale_splitncnn_1 -23330=8,3,7,7,160,3,7,7,160
|
||||
Convolution conv6_1/expand 1 1 conv5_3/linear/bn_conv5_3/linear/scale_splitncnn_1 conv6_1/expand/bn_relu6_1/expand -23330=4,3,7,7,960 0=960 1=1 5=1 6=153600 9=1
|
||||
ConvolutionDepthWise conv6_1/dwise 1 1 conv6_1/expand/bn_relu6_1/expand conv6_1/dwise/bn_relu6_1/dwise -23330=4,3,7,7,960 0=960 1=3 4=1 5=1 6=8640 7=960 9=1
|
||||
Convolution conv6_1/linear 1 1 conv6_1/dwise/bn_relu6_1/dwise conv6_1/linear/bn_conv6_1/linear/scale -23330=4,3,7,7,160 0=160 1=1 5=1 6=153600
|
||||
Eltwise block_6_1 2 1 conv5_3/linear/bn_conv5_3/linear/scale_splitncnn_0 conv6_1/linear/bn_conv6_1/linear/scale block_6_1 -23330=4,3,7,7,160 0=1
|
||||
Split splitncnn_9 1 2 block_6_1 block_6_1_splitncnn_0 block_6_1_splitncnn_1 -23330=8,3,7,7,160,3,7,7,160
|
||||
Convolution conv6_2/expand 1 1 block_6_1_splitncnn_1 conv6_2/expand/bn_relu6_2/expand -23330=4,3,7,7,960 0=960 1=1 5=1 6=153600 9=1
|
||||
ConvolutionDepthWise conv6_2/dwise 1 1 conv6_2/expand/bn_relu6_2/expand conv6_2/dwise/bn_relu6_2/dwise -23330=4,3,7,7,960 0=960 1=3 4=1 5=1 6=8640 7=960 9=1
|
||||
Convolution conv6_2/linear 1 1 conv6_2/dwise/bn_relu6_2/dwise conv6_2/linear/bn_conv6_2/linear/scale -23330=4,3,7,7,160 0=160 1=1 5=1 6=153600
|
||||
Eltwise block_6_2 2 1 block_6_1_splitncnn_0 conv6_2/linear/bn_conv6_2/linear/scale block_6_2 -23330=4,3,7,7,160 0=1
|
||||
Convolution conv6_3/expand 1 1 block_6_2 conv6_3/expand/bn_relu6_3/expand -23330=4,3,7,7,960 0=960 1=1 5=1 6=153600 9=1
|
||||
ConvolutionDepthWise conv6_3/dwise 1 1 conv6_3/expand/bn_relu6_3/expand conv6_3/dwise/bn_relu6_3/dwise -23330=4,3,7,7,960 0=960 1=3 4=1 5=1 6=8640 7=960 9=1
|
||||
Convolution conv6_3/linear 1 1 conv6_3/dwise/bn_relu6_3/dwise conv6_3/linear/bn_conv6_3/linear/scale -23330=4,3,7,7,320 0=320 1=1 5=1 6=307200
|
||||
Convolution conv6_4 1 1 conv6_3/linear/bn_conv6_3/linear/scale conv6_4/bn_relu6_4 -23330=4,3,7,7,1280 0=1280 1=1 5=1 6=409600 9=1
|
||||
Pooling pool6 1 1 conv6_4/bn_relu6_4 pool6 -23330=4,1,1280,1,1 0=1 4=1
|
||||
InnerProduct fc7 1 1 pool6 fc7 -23330=4,1,1000,1,1 0=1000 1=1 2=1280000
|
||||
Softmax prob 1 1 fc7 output -23330=4,1,1000,1,1
|
||||
147
3rdparty/ncnn/benchmark/mobilenet_v3.param
vendored
Normal file
147
3rdparty/ncnn/benchmark/mobilenet_v3.param
vendored
Normal file
@ -0,0 +1,147 @@
|
||||
7767517
|
||||
145 163
|
||||
Input data 0 1 data -23330=4,3,224,224,3 0=224 1=224 2=3
|
||||
Convolution 313 1 1 data 313 -23330=4,3,112,112,16 0=16 1=3 3=2 4=1 5=1 6=432
|
||||
Split splitncnn_0 1 2 313 313_splitncnn_0 313_splitncnn_1 -23330=8,3,112,112,16,3,112,112,16
|
||||
HardSigmoid 319 1 1 313_splitncnn_1 319 -23330=4,3,112,112,16
|
||||
BinaryOp 320 2 1 313_splitncnn_0 319 320 -23330=4,3,112,112,16 0=2
|
||||
Split splitncnn_1 1 2 320 320_splitncnn_0 320_splitncnn_1 -23330=8,3,112,112,16,3,112,112,16
|
||||
ConvolutionDepthWise 321 1 1 320_splitncnn_1 323 -23330=4,3,112,112,16 0=16 1=3 4=1 5=1 6=144 7=16 9=1
|
||||
Convolution 324 1 1 323 324 -23330=4,3,112,112,16 0=16 1=1 5=1 6=256
|
||||
BinaryOp 326 2 1 320_splitncnn_0 324 326 -23330=4,3,112,112,16
|
||||
Convolution 327 1 1 326 329 -23330=4,3,112,112,64 0=64 1=1 5=1 6=1024 9=1
|
||||
ConvolutionDepthWise 330 1 1 329 332 -23330=4,3,56,56,64 0=64 1=3 3=2 4=1 5=1 6=576 7=64 9=1
|
||||
Convolution 333 1 1 332 333 -23330=4,3,56,56,24 0=24 1=1 5=1 6=1536
|
||||
Split splitncnn_2 1 2 333 333_splitncnn_0 333_splitncnn_1 -23330=8,3,56,56,24,3,56,56,24
|
||||
Convolution 335 1 1 333_splitncnn_1 337 -23330=4,3,56,56,72 0=72 1=1 5=1 6=1728 9=1
|
||||
ConvolutionDepthWise 338 1 1 337 340 -23330=4,3,56,56,72 0=72 1=3 4=1 5=1 6=648 7=72 9=1
|
||||
Convolution 341 1 1 340 341 -23330=4,3,56,56,24 0=24 1=1 5=1 6=1728
|
||||
BinaryOp 343 2 1 333_splitncnn_0 341 343 -23330=4,3,56,56,24
|
||||
Convolution 344 1 1 343 346 -23330=4,3,56,56,72 0=72 1=1 5=1 6=1728 9=1
|
||||
ConvolutionDepthWise 347 1 1 346 347 -23330=4,3,28,28,72 0=72 1=5 3=2 4=2 5=1 6=1800 7=72
|
||||
Split splitncnn_3 1 2 347 347_splitncnn_0 347_splitncnn_1 -23330=8,3,28,28,72,3,28,28,72
|
||||
Pooling 355 1 1 347_splitncnn_1 359 -23330=4,1,72,1,1 0=1 4=1
|
||||
InnerProduct 360 1 1 359 361 -23330=4,1,18,1,1 0=18 1=1 2=1296 9=1
|
||||
InnerProduct 362 1 1 361 362 -23330=4,1,72,1,1 0=72 1=1 2=1296
|
||||
HardSigmoid 367 1 1 362 367 -23330=4,1,72,1,1
|
||||
BinaryOp 376 2 1 347_splitncnn_0 367 376 -23330=4,3,28,28,72 0=2
|
||||
ReLU 377 1 1 376 377 -23330=4,3,28,28,72
|
||||
Convolution 378 1 1 377 378 -23330=4,3,28,28,40 0=40 1=1 5=1 6=2880
|
||||
Split splitncnn_4 1 2 378 378_splitncnn_0 378_splitncnn_1 -23330=8,3,28,28,40,3,28,28,40
|
||||
Convolution 380 1 1 378_splitncnn_1 382 -23330=4,3,28,28,120 0=120 1=1 5=1 6=4800 9=1
|
||||
ConvolutionDepthWise 383 1 1 382 383 -23330=4,3,28,28,120 0=120 1=5 4=2 5=1 6=3000 7=120
|
||||
Split splitncnn_5 1 2 383 383_splitncnn_0 383_splitncnn_1 -23330=8,3,28,28,120,3,28,28,120
|
||||
Pooling 391 1 1 383_splitncnn_1 395 -23330=4,1,120,1,1 0=1 4=1
|
||||
InnerProduct 396 1 1 395 397 -23330=4,1,30,1,1 0=30 1=1 2=3600 9=1
|
||||
InnerProduct 398 1 1 397 398 -23330=4,1,120,1,1 0=120 1=1 2=3600
|
||||
HardSigmoid 403 1 1 398 403 -23330=4,1,120,1,1
|
||||
BinaryOp 412 2 1 383_splitncnn_0 403 412 -23330=4,3,28,28,120 0=2
|
||||
ReLU 413 1 1 412 413 -23330=4,3,28,28,120
|
||||
Convolution 414 1 1 413 414 -23330=4,3,28,28,40 0=40 1=1 5=1 6=4800
|
||||
BinaryOp 416 2 1 378_splitncnn_0 414 416 -23330=4,3,28,28,40
|
||||
Split splitncnn_6 1 2 416 416_splitncnn_0 416_splitncnn_1 -23330=8,3,28,28,40,3,28,28,40
|
||||
Convolution 417 1 1 416_splitncnn_1 419 -23330=4,3,28,28,120 0=120 1=1 5=1 6=4800 9=1
|
||||
ConvolutionDepthWise 420 1 1 419 420 -23330=4,3,28,28,120 0=120 1=5 4=2 5=1 6=3000 7=120
|
||||
Split splitncnn_7 1 2 420 420_splitncnn_0 420_splitncnn_1 -23330=8,3,28,28,120,3,28,28,120
|
||||
Pooling 428 1 1 420_splitncnn_1 432 -23330=4,1,120,1,1 0=1 4=1
|
||||
InnerProduct 433 1 1 432 434 -23330=4,1,30,1,1 0=30 1=1 2=3600 9=1
|
||||
InnerProduct 435 1 1 434 435 -23330=4,1,120,1,1 0=120 1=1 2=3600
|
||||
HardSigmoid 440 1 1 435 440 -23330=4,1,120,1,1
|
||||
BinaryOp 449 2 1 420_splitncnn_0 440 449 -23330=4,3,28,28,120 0=2
|
||||
ReLU 450 1 1 449 450 -23330=4,3,28,28,120
|
||||
Convolution 451 1 1 450 451 -23330=4,3,28,28,40 0=40 1=1 5=1 6=4800
|
||||
BinaryOp 453 2 1 416_splitncnn_0 451 453 -23330=4,3,28,28,40
|
||||
Convolution 454 1 1 453 454 -23330=4,3,28,28,240 0=240 1=1 5=1 6=9600
|
||||
HardSwish 461 1 1 454 461 -23330=4,3,28,28,240
|
||||
ConvolutionDepthWise 462 1 1 461 462 -23330=4,3,14,14,240 0=240 1=3 3=2 4=1 5=1 6=2160 7=240
|
||||
HardSwish 469 1 1 462 469 -23330=4,3,14,14,240
|
||||
Convolution 470 1 1 469 470 -23330=4,3,14,14,80 0=80 1=1 5=1 6=19200
|
||||
Split splitncnn_8 1 2 470 470_splitncnn_0 470_splitncnn_1 -23330=8,3,14,14,80,3,14,14,80
|
||||
Convolution 472 1 1 470_splitncnn_1 472 -23330=4,3,14,14,200 0=200 1=1 5=1 6=16000
|
||||
HardSwish 479 1 1 472 479 -23330=4,3,14,14,200
|
||||
ConvolutionDepthWise 480 1 1 479 480 -23330=4,3,14,14,200 0=200 1=3 4=1 5=1 6=1800 7=200
|
||||
HardSwish 487 1 1 480 487 -23330=4,3,14,14,200
|
||||
Convolution 488 1 1 487 488 -23330=4,3,14,14,80 0=80 1=1 5=1 6=16000
|
||||
BinaryOp 490 2 1 470_splitncnn_0 488 490 -23330=4,3,14,14,80
|
||||
Split splitncnn_9 1 2 490 490_splitncnn_0 490_splitncnn_1 -23330=8,3,14,14,80,3,14,14,80
|
||||
Convolution 491 1 1 490_splitncnn_1 491 -23330=4,3,14,14,184 0=184 1=1 5=1 6=14720
|
||||
HardSwish 498 1 1 491 498 -23330=4,3,14,14,184
|
||||
ConvolutionDepthWise 499 1 1 498 499 -23330=4,3,14,14,184 0=184 1=3 4=1 5=1 6=1656 7=184
|
||||
HardSwish 506 1 1 499 506 -23330=4,3,14,14,184
|
||||
Convolution 507 1 1 506 507 -23330=4,3,14,14,80 0=80 1=1 5=1 6=14720
|
||||
BinaryOp 509 2 1 490_splitncnn_0 507 509 -23330=4,3,14,14,80
|
||||
Split splitncnn_10 1 2 509 509_splitncnn_0 509_splitncnn_1 -23330=8,3,14,14,80,3,14,14,80
|
||||
Convolution 510 1 1 509_splitncnn_1 510 -23330=4,3,14,14,184 0=184 1=1 5=1 6=14720
|
||||
HardSwish 517 1 1 510 517 -23330=4,3,14,14,184
|
||||
ConvolutionDepthWise 518 1 1 517 518 -23330=4,3,14,14,184 0=184 1=3 4=1 5=1 6=1656 7=184
|
||||
HardSwish 525 1 1 518 525 -23330=4,3,14,14,184
|
||||
Convolution 526 1 1 525 526 -23330=4,3,14,14,80 0=80 1=1 5=1 6=14720
|
||||
BinaryOp 528 2 1 509_splitncnn_0 526 528 -23330=4,3,14,14,80
|
||||
Convolution 529 1 1 528 529 -23330=4,3,14,14,480 0=480 1=1 5=1 6=38400
|
||||
HardSwish 536 1 1 529 536 -23330=4,3,14,14,480
|
||||
ConvolutionDepthWise 537 1 1 536 537 -23330=4,3,14,14,480 0=480 1=3 4=1 5=1 6=4320 7=480
|
||||
Split splitncnn_11 1 2 537 537_splitncnn_0 537_splitncnn_1 -23330=8,3,14,14,480,3,14,14,480
|
||||
Pooling 545 1 1 537_splitncnn_1 549 -23330=4,1,480,1,1 0=1 4=1
|
||||
InnerProduct 550 1 1 549 551 -23330=4,1,120,1,1 0=120 1=1 2=57600 9=1
|
||||
InnerProduct 552 1 1 551 552 -23330=4,1,480,1,1 0=480 1=1 2=57600
|
||||
HardSigmoid 557 1 1 552 557 -23330=4,1,480,1,1
|
||||
BinaryOp 566 2 1 537_splitncnn_0 557 566 -23330=4,3,14,14,480 0=2
|
||||
HardSwish 572 1 1 566 572 -23330=4,3,14,14,480
|
||||
Convolution 573 1 1 572 573 -23330=4,3,14,14,112 0=112 1=1 5=1 6=53760
|
||||
Split splitncnn_12 1 2 573 573_splitncnn_0 573_splitncnn_1 -23330=8,3,14,14,112,3,14,14,112
|
||||
Convolution 575 1 1 573_splitncnn_1 575 -23330=4,3,14,14,672 0=672 1=1 5=1 6=75264
|
||||
HardSwish 582 1 1 575 582 -23330=4,3,14,14,672
|
||||
ConvolutionDepthWise 583 1 1 582 583 -23330=4,3,14,14,672 0=672 1=3 4=1 5=1 6=6048 7=672
|
||||
Split splitncnn_13 1 2 583 583_splitncnn_0 583_splitncnn_1 -23330=8,3,14,14,672,3,14,14,672
|
||||
Pooling 591 1 1 583_splitncnn_1 595 -23330=4,1,672,1,1 0=1 4=1
|
||||
InnerProduct 596 1 1 595 597 -23330=4,1,168,1,1 0=168 1=1 2=112896 9=1
|
||||
InnerProduct 598 1 1 597 598 -23330=4,1,672,1,1 0=672 1=1 2=112896
|
||||
HardSigmoid 603 1 1 598 603 -23330=4,1,672,1,1
|
||||
BinaryOp 612 2 1 583_splitncnn_0 603 612 -23330=4,3,14,14,672 0=2
|
||||
HardSwish 618 1 1 612 618 -23330=4,3,14,14,672
|
||||
Convolution 619 1 1 618 619 -23330=4,3,14,14,112 0=112 1=1 5=1 6=75264
|
||||
BinaryOp 621 2 1 573_splitncnn_0 619 621 -23330=4,3,14,14,112
|
||||
Convolution 622 1 1 621 622 -23330=4,3,14,14,672 0=672 1=1 5=1 6=75264
|
||||
HardSwish 629 1 1 622 629 -23330=4,3,14,14,672
|
||||
ConvolutionDepthWise 630 1 1 629 630 -23330=4,3,14,14,672 0=672 1=5 4=2 5=1 6=16800 7=672
|
||||
Split splitncnn_14 1 2 630 630_splitncnn_0 630_splitncnn_1 -23330=8,3,14,14,672,3,14,14,672
|
||||
Pooling 638 1 1 630_splitncnn_1 642 -23330=4,1,672,1,1 0=1 4=1
|
||||
InnerProduct 643 1 1 642 644 -23330=4,1,168,1,1 0=168 1=1 2=112896 9=1
|
||||
InnerProduct 645 1 1 644 645 -23330=4,1,672,1,1 0=672 1=1 2=112896
|
||||
HardSigmoid 650 1 1 645 650 -23330=4,1,672,1,1
|
||||
BinaryOp 659 2 1 630_splitncnn_0 650 659 -23330=4,3,14,14,672 0=2
|
||||
HardSwish 665 1 1 659 665 -23330=4,3,14,14,672
|
||||
Convolution 666 1 1 665 666 -23330=4,3,14,14,160 0=160 1=1 5=1 6=107520
|
||||
Convolution 668 1 1 666 668 -23330=4,3,14,14,672 0=672 1=1 5=1 6=107520
|
||||
HardSwish 675 1 1 668 675 -23330=4,3,14,14,672
|
||||
ConvolutionDepthWise 676 1 1 675 676 -23330=4,3,7,7,672 0=672 1=5 3=2 4=2 5=1 6=16800 7=672
|
||||
Split splitncnn_15 1 2 676 676_splitncnn_0 676_splitncnn_1 -23330=8,3,7,7,672,3,7,7,672
|
||||
Pooling 684 1 1 676_splitncnn_1 688 -23330=4,1,672,1,1 0=1 4=1
|
||||
InnerProduct 689 1 1 688 690 -23330=4,1,168,1,1 0=168 1=1 2=112896 9=1
|
||||
InnerProduct 691 1 1 690 691 -23330=4,1,672,1,1 0=672 1=1 2=112896
|
||||
HardSigmoid 696 1 1 691 696 -23330=4,1,672,1,1
|
||||
BinaryOp 705 2 1 676_splitncnn_0 696 705 -23330=4,3,7,7,672 0=2
|
||||
HardSwish 711 1 1 705 711 -23330=4,3,7,7,672
|
||||
Convolution 712 1 1 711 712 -23330=4,3,7,7,160 0=160 1=1 5=1 6=107520
|
||||
Split splitncnn_16 1 2 712 712_splitncnn_0 712_splitncnn_1 -23330=8,3,7,7,160,3,7,7,160
|
||||
Convolution 714 1 1 712_splitncnn_1 714 -23330=4,3,7,7,960 0=960 1=1 5=1 6=153600
|
||||
HardSwish 721 1 1 714 721 -23330=4,3,7,7,960
|
||||
ConvolutionDepthWise 722 1 1 721 722 -23330=4,3,7,7,960 0=960 1=5 4=2 5=1 6=24000 7=960
|
||||
Split splitncnn_17 1 2 722 722_splitncnn_0 722_splitncnn_1 -23330=8,3,7,7,960,3,7,7,960
|
||||
Pooling 730 1 1 722_splitncnn_1 734 -23330=4,1,960,1,1 0=1 4=1
|
||||
InnerProduct 735 1 1 734 736 -23330=4,1,240,1,1 0=240 1=1 2=230400 9=1
|
||||
InnerProduct 737 1 1 736 737 -23330=4,1,960,1,1 0=960 1=1 2=230400
|
||||
HardSigmoid 742 1 1 737 742 -23330=4,1,960,1,1
|
||||
BinaryOp 751 2 1 722_splitncnn_0 742 751 -23330=4,3,7,7,960 0=2
|
||||
HardSwish 757 1 1 751 757 -23330=4,3,7,7,960
|
||||
Convolution 758 1 1 757 758 -23330=4,3,7,7,160 0=160 1=1 5=1 6=153600
|
||||
BinaryOp 760 2 1 712_splitncnn_0 758 760 -23330=4,3,7,7,160
|
||||
Convolution 761 1 1 760 761 -23330=4,3,7,7,960 0=960 1=1 5=1 6=153600
|
||||
HardSwish 768 1 1 761 768 -23330=4,3,7,7,960
|
||||
Pooling 769 1 1 768 769 -23330=4,1,960,1,1 0=1 4=1
|
||||
HardSwish 775 1 1 769 775 -23330=4,1,960,1,1
|
||||
Reshape 783 1 1 775 783 -23330=4,1,960,1,1 0=-1
|
||||
InnerProduct 784 1 1 783 784 -23330=4,1,1280,1,1 0=1280 1=1 2=1228800
|
||||
HardSwish 790 1 1 784 790 -23330=4,1,1280,1,1
|
||||
InnerProduct 791 1 1 790 791 -23330=4,1,1000,1,1 0=1000 1=1 2=1280000
|
||||
Softmax prob 1 1 791 output -23330=4,1,1000,1,1
|
||||
41
3rdparty/ncnn/benchmark/mobilenet_yolo.param
vendored
Normal file
41
3rdparty/ncnn/benchmark/mobilenet_yolo.param
vendored
Normal file
@ -0,0 +1,41 @@
|
||||
7767517
|
||||
39 41
|
||||
Input data 0 1 data -23330=4,3,416,416,3 0=416 1=416 2=3
|
||||
Convolution conv0 1 1 data conv0_conv0/relu -23330=4,3,208,208,32 0=32 1=3 3=2 4=1 5=1 6=864 9=1
|
||||
ConvolutionDepthWise conv1/dw 1 1 conv0_conv0/relu conv1/dw_conv1/dw/relu -23330=4,3,208,208,32 0=32 1=3 4=1 5=1 6=288 7=32 9=1
|
||||
Convolution conv1 1 1 conv1/dw_conv1/dw/relu conv1_conv1/relu -23330=4,3,208,208,64 0=64 1=1 5=1 6=2048 9=1
|
||||
ConvolutionDepthWise conv2/dw 1 1 conv1_conv1/relu conv2/dw_conv2/dw/relu -23330=4,3,104,104,64 0=64 1=3 3=2 4=1 5=1 6=576 7=64 9=1
|
||||
Convolution conv2 1 1 conv2/dw_conv2/dw/relu conv2_conv2/relu -23330=4,3,104,104,128 0=128 1=1 5=1 6=8192 9=1
|
||||
ConvolutionDepthWise conv3/dw 1 1 conv2_conv2/relu conv3/dw_conv3/dw/relu -23330=4,3,104,104,128 0=128 1=3 4=1 5=1 6=1152 7=128 9=1
|
||||
Convolution conv3 1 1 conv3/dw_conv3/dw/relu conv3_conv3/relu -23330=4,3,104,104,128 0=128 1=1 5=1 6=16384 9=1
|
||||
ConvolutionDepthWise conv4/dw 1 1 conv3_conv3/relu conv4/dw_conv4/dw/relu -23330=4,3,52,52,128 0=128 1=3 3=2 4=1 5=1 6=1152 7=128 9=1
|
||||
Convolution conv4 1 1 conv4/dw_conv4/dw/relu conv4_conv4/relu -23330=4,3,52,52,256 0=256 1=1 5=1 6=32768 9=1
|
||||
ConvolutionDepthWise conv5/dw 1 1 conv4_conv4/relu conv5/dw_conv5/dw/relu -23330=4,3,52,52,256 0=256 1=3 4=1 5=1 6=2304 7=256 9=1
|
||||
Convolution conv5 1 1 conv5/dw_conv5/dw/relu conv5_conv5/relu -23330=4,3,52,52,256 0=256 1=1 5=1 6=65536 9=1
|
||||
ConvolutionDepthWise conv6/dw 1 1 conv5_conv5/relu conv6/dw_conv6/dw/relu -23330=4,3,26,26,256 0=256 1=3 3=2 4=1 5=1 6=2304 7=256 9=1
|
||||
Convolution conv6 1 1 conv6/dw_conv6/dw/relu conv6_conv6/relu -23330=4,3,26,26,512 0=512 1=1 5=1 6=131072 9=1
|
||||
ConvolutionDepthWise conv7/dw 1 1 conv6_conv6/relu conv7/dw_conv7/dw/relu -23330=4,3,26,26,512 0=512 1=3 4=1 5=1 6=4608 7=512 9=1
|
||||
Convolution conv7 1 1 conv7/dw_conv7/dw/relu conv7_conv7/relu -23330=4,3,26,26,512 0=512 1=1 5=1 6=262144 9=1
|
||||
ConvolutionDepthWise conv8/dw 1 1 conv7_conv7/relu conv8/dw_conv8/dw/relu -23330=4,3,26,26,512 0=512 1=3 4=1 5=1 6=4608 7=512 9=1
|
||||
Convolution conv8 1 1 conv8/dw_conv8/dw/relu conv8_conv8/relu -23330=4,3,26,26,512 0=512 1=1 5=1 6=262144 9=1
|
||||
ConvolutionDepthWise conv9/dw 1 1 conv8_conv8/relu conv9/dw_conv9/dw/relu -23330=4,3,26,26,512 0=512 1=3 4=1 5=1 6=4608 7=512 9=1
|
||||
Convolution conv9 1 1 conv9/dw_conv9/dw/relu conv9_conv9/relu -23330=4,3,26,26,512 0=512 1=1 5=1 6=262144 9=1
|
||||
ConvolutionDepthWise conv10/dw 1 1 conv9_conv9/relu conv10/dw_conv10/dw/relu -23330=4,3,26,26,512 0=512 1=3 4=1 5=1 6=4608 7=512 9=1
|
||||
Convolution conv10 1 1 conv10/dw_conv10/dw/relu conv10_conv10/relu -23330=4,3,26,26,512 0=512 1=1 5=1 6=262144 9=1
|
||||
ConvolutionDepthWise conv11/dw 1 1 conv10_conv10/relu conv11/dw_conv11/dw/relu -23330=4,3,26,26,512 0=512 1=3 4=1 5=1 6=4608 7=512 9=1
|
||||
Convolution conv11 1 1 conv11/dw_conv11/dw/relu conv11_conv11/relu -23330=4,3,26,26,512 0=512 1=1 5=1 6=262144 9=1
|
||||
Split splitncnn_0 1 2 conv11_conv11/relu conv11_conv11/relu_splitncnn_0 conv11_conv11/relu_splitncnn_1 -23330=8,3,26,26,512,3,26,26,512
|
||||
ConvolutionDepthWise conv12/dw 1 1 conv11_conv11/relu_splitncnn_1 conv12/dw_conv12/dw/relu -23330=4,3,13,13,512 0=512 1=3 3=2 4=1 5=1 6=4608 7=512 9=1
|
||||
Convolution conv12 1 1 conv12/dw_conv12/dw/relu conv12_conv12/relu -23330=4,3,13,13,1024 0=1024 1=1 5=1 6=524288 9=1
|
||||
ConvolutionDepthWise conv13/dw 1 1 conv12_conv12/relu conv13/dw_conv13/dw/relu -23330=4,3,13,13,1024 0=1024 1=3 4=1 5=1 6=9216 7=1024 9=1
|
||||
Convolution conv13 1 1 conv13/dw_conv13/dw/relu conv13_conv13/relu -23330=4,3,13,13,1024 0=1024 1=1 5=1 6=1048576 9=1
|
||||
ConvolutionDepthWise conv16/dw 1 1 conv13_conv13/relu conv16/dw_conv16/dw/relu -23330=4,3,13,13,1024 0=1024 1=3 4=1 5=1 6=9216 7=1024 9=1
|
||||
Convolution conv17 1 1 conv16/dw_conv16/dw/relu conv17_conv17/relu -23330=4,3,13,13,1024 0=1024 1=1 5=1 6=1048576 9=1
|
||||
Split splitncnn_1 1 2 conv17_conv17/relu conv17_conv17/relu_splitncnn_0 conv17_conv17/relu_splitncnn_1 -23330=8,3,13,13,1024,3,13,13,1024
|
||||
DeconvolutionDepthWise upsample 1 1 conv17_conv17/relu_splitncnn_1 upsample -23330=4,3,26,26,512 0=512 1=4 3=2 4=1 6=16384 7=512
|
||||
Eltwise conv_18/sum 2 1 conv11_conv11/relu_splitncnn_0 upsample conv_18/sum -23330=4,3,26,26,512 0=1
|
||||
ConvolutionDepthWise conv19/dw 1 1 conv_18/sum conv19/dw_conv19/dw/relu -23330=4,3,26,26,512 0=512 1=3 4=1 5=1 6=4608 7=512 9=1
|
||||
Convolution conv20 1 1 conv19/dw_conv19/dw/relu conv20_conv20/relu -23330=4,3,26,26,1024 0=1024 1=1 5=1 6=524288 9=1
|
||||
Convolution conv22_indoor 1 1 conv17_conv17/relu_splitncnn_0 conv22 -23330=4,3,13,13,125 0=125 1=1 5=1 6=128000
|
||||
Convolution conv23_indoor 1 1 conv20_conv20/relu conv23 -23330=4,3,26,26,125 0=125 1=1 5=1 6=128000
|
||||
YoloDetectionOutput detection_out 2 1 conv22 conv23 output -23330=4,3,13,13,125 2=4.000000e-01 -23304=10,1.080000e+00,1.190000e+00,3.420000e+00,4.410000e+00,6.630000e+00,1.138000e+01,9.420000e+00,5.110000e+00,1.662000e+01,1.052000e+01
|
||||
89
3rdparty/ncnn/benchmark/mobilenetv2_yolov3.param
vendored
Normal file
89
3rdparty/ncnn/benchmark/mobilenetv2_yolov3.param
vendored
Normal file
@ -0,0 +1,89 @@
|
||||
7767517
|
||||
87 99
|
||||
Input data 0 1 data -23330=4,3,352,352,3 0=352 1=352 2=3
|
||||
Convolution conv1 1 1 data conv1_relu1 -23330=4,3,176,176,32 0=32 1=3 3=2 4=1 5=1 6=864 9=1
|
||||
ConvolutionDepthWise conv2 1 1 conv1_relu1 conv2_relu2 -23330=4,3,176,176,32 0=32 1=3 4=1 5=1 6=288 7=32 9=1
|
||||
Convolution conv3 1 1 conv2_relu2 conv3 -23330=4,3,176,176,16 0=16 1=1 5=1 6=512
|
||||
Convolution conv4 1 1 conv3 conv4_relu3 -23330=4,3,176,176,96 0=96 1=1 5=1 6=1536 9=1
|
||||
ConvolutionDepthWise conv5 1 1 conv4_relu3 conv5_relu4 -23330=4,3,88,88,96 0=96 1=3 3=2 4=1 5=1 6=864 7=96 9=1
|
||||
Convolution conv6 1 1 conv5_relu4 conv6 -23330=4,3,88,88,24 0=24 1=1 5=1 6=2304
|
||||
Split splitncnn_0 1 2 conv6 conv6_splitncnn_0 conv6_splitncnn_1 -23330=8,3,88,88,24,3,88,88,24
|
||||
Convolution conv7 1 1 conv6_splitncnn_1 conv7_relu5 -23330=4,3,88,88,144 0=144 1=1 5=1 6=3456 9=1
|
||||
ConvolutionDepthWise conv8 1 1 conv7_relu5 conv8_relu6 -23330=4,3,88,88,144 0=144 1=3 4=1 5=1 6=1296 7=144 9=1
|
||||
Convolution conv9 1 1 conv8_relu6 conv9 -23330=4,3,88,88,24 0=24 1=1 5=1 6=3456
|
||||
Eltwise add1 2 1 conv6_splitncnn_0 conv9 add1 -23330=4,3,88,88,24 0=1
|
||||
Convolution conv10 1 1 add1 conv10_relu7 -23330=4,3,88,88,144 0=144 1=1 5=1 6=3456 9=1
|
||||
ConvolutionDepthWise conv11 1 1 conv10_relu7 conv11_relu8 -23330=4,3,44,44,144 0=144 1=3 3=2 4=1 5=1 6=1296 7=144 9=1
|
||||
Convolution conv12 1 1 conv11_relu8 conv12 -23330=4,3,44,44,32 0=32 1=1 5=1 6=4608
|
||||
Split splitncnn_1 1 2 conv12 conv12_splitncnn_0 conv12_splitncnn_1 -23330=8,3,44,44,32,3,44,44,32
|
||||
Convolution conv13 1 1 conv12_splitncnn_1 conv13_relu9 -23330=4,3,44,44,192 0=192 1=1 5=1 6=6144 9=1
|
||||
ConvolutionDepthWise conv14 1 1 conv13_relu9 conv14_relu10 -23330=4,3,44,44,192 0=192 1=3 4=1 5=1 6=1728 7=192 9=1
|
||||
Convolution conv15 1 1 conv14_relu10 conv15 -23330=4,3,44,44,32 0=32 1=1 5=1 6=6144
|
||||
Eltwise add2 2 1 conv12_splitncnn_0 conv15 add2 -23330=4,3,44,44,32 0=1
|
||||
Split splitncnn_2 1 2 add2 add2_splitncnn_0 add2_splitncnn_1 -23330=8,3,44,44,32,3,44,44,32
|
||||
Convolution conv16 1 1 add2_splitncnn_1 conv16_relu11 -23330=4,3,44,44,192 0=192 1=1 5=1 6=6144 9=1
|
||||
ConvolutionDepthWise conv17 1 1 conv16_relu11 conv17_relu12 -23330=4,3,44,44,192 0=192 1=3 4=1 5=1 6=1728 7=192 9=1
|
||||
Convolution conv18 1 1 conv17_relu12 conv18 -23330=4,3,44,44,32 0=32 1=1 5=1 6=6144
|
||||
Eltwise add3 2 1 add2_splitncnn_0 conv18 add3 -23330=4,3,44,44,32 0=1
|
||||
Convolution conv19 1 1 add3 conv19_relu13 -23330=4,3,44,44,192 0=192 1=1 5=1 6=6144 9=1
|
||||
ConvolutionDepthWise conv20 1 1 conv19_relu13 conv20_relu14 -23330=4,3,22,22,192 0=192 1=3 3=2 4=1 5=1 6=1728 7=192 9=1
|
||||
Convolution conv21 1 1 conv20_relu14 conv21 -23330=4,3,22,22,64 0=64 1=1 5=1 6=12288
|
||||
Split splitncnn_3 1 2 conv21 conv21_splitncnn_0 conv21_splitncnn_1 -23330=8,3,22,22,64,3,22,22,64
|
||||
Convolution conv22 1 1 conv21_splitncnn_1 conv22_relu15 -23330=4,3,22,22,384 0=384 1=1 5=1 6=24576 9=1
|
||||
ConvolutionDepthWise conv23 1 1 conv22_relu15 conv23_relu16 -23330=4,3,22,22,384 0=384 1=3 4=1 5=1 6=3456 7=384 9=1
|
||||
Convolution conv24 1 1 conv23_relu16 conv24 -23330=4,3,22,22,64 0=64 1=1 5=1 6=24576
|
||||
Eltwise add4 2 1 conv21_splitncnn_0 conv24 add4 -23330=4,3,22,22,64 0=1
|
||||
Split splitncnn_4 1 2 add4 add4_splitncnn_0 add4_splitncnn_1 -23330=8,3,22,22,64,3,22,22,64
|
||||
Convolution conv25 1 1 add4_splitncnn_1 conv25_relu17 -23330=4,3,22,22,384 0=384 1=1 5=1 6=24576 9=1
|
||||
ConvolutionDepthWise conv26 1 1 conv25_relu17 conv26_relu18 -23330=4,3,22,22,384 0=384 1=3 4=1 5=1 6=3456 7=384 9=1
|
||||
Convolution conv27 1 1 conv26_relu18 conv27 -23330=4,3,22,22,64 0=64 1=1 5=1 6=24576
|
||||
Eltwise add5 2 1 add4_splitncnn_0 conv27 add5 -23330=4,3,22,22,64 0=1
|
||||
Split splitncnn_5 1 2 add5 add5_splitncnn_0 add5_splitncnn_1 -23330=8,3,22,22,64,3,22,22,64
|
||||
Convolution conv28 1 1 add5_splitncnn_1 conv28_relu19 -23330=4,3,22,22,384 0=384 1=1 5=1 6=24576 9=1
|
||||
ConvolutionDepthWise conv29 1 1 conv28_relu19 conv29_relu20 -23330=4,3,22,22,384 0=384 1=3 4=1 5=1 6=3456 7=384 9=1
|
||||
Convolution conv30 1 1 conv29_relu20 conv30 -23330=4,3,22,22,64 0=64 1=1 5=1 6=24576
|
||||
Eltwise add6 2 1 add5_splitncnn_0 conv30 add6 -23330=4,3,22,22,64 0=1
|
||||
Convolution conv31 1 1 add6 conv31_relu21 -23330=4,3,22,22,384 0=384 1=1 5=1 6=24576 9=1
|
||||
ConvolutionDepthWise conv32 1 1 conv31_relu21 conv32_relu22 -23330=4,3,22,22,384 0=384 1=3 4=1 5=1 6=3456 7=384 9=1
|
||||
Convolution conv33 1 1 conv32_relu22 conv33 -23330=4,3,22,22,96 0=96 1=1 5=1 6=36864
|
||||
Split splitncnn_6 1 2 conv33 conv33_splitncnn_0 conv33_splitncnn_1 -23330=8,3,22,22,96,3,22,22,96
|
||||
Convolution conv34 1 1 conv33_splitncnn_1 conv34_relu23 -23330=4,3,22,22,576 0=576 1=1 5=1 6=55296 9=1
|
||||
ConvolutionDepthWise conv35 1 1 conv34_relu23 conv35_relu24 -23330=4,3,22,22,576 0=576 1=3 4=1 5=1 6=5184 7=576 9=1
|
||||
Convolution conv36 1 1 conv35_relu24 conv36 -23330=4,3,22,22,96 0=96 1=1 5=1 6=55296
|
||||
Eltwise add7 2 1 conv33_splitncnn_0 conv36 add7 -23330=4,3,22,22,96 0=1
|
||||
Split splitncnn_7 1 2 add7 add7_splitncnn_0 add7_splitncnn_1 -23330=8,3,22,22,96,3,22,22,96
|
||||
Convolution conv37 1 1 add7_splitncnn_1 conv37_relu25 -23330=4,3,22,22,576 0=576 1=1 5=1 6=55296 9=1
|
||||
ConvolutionDepthWise conv38 1 1 conv37_relu25 conv38_relu26 -23330=4,3,22,22,576 0=576 1=3 4=1 5=1 6=5184 7=576 9=1
|
||||
Convolution conv39 1 1 conv38_relu26 conv39 -23330=4,3,22,22,96 0=96 1=1 5=1 6=55296
|
||||
Eltwise add8 2 1 add7_splitncnn_0 conv39 add8 -23330=4,3,22,22,96 0=1
|
||||
Convolution conv40 1 1 add8 conv40_relu27 -23330=4,3,22,22,576 0=576 1=1 5=1 6=55296 9=1
|
||||
Split splitncnn_8 1 2 conv40_relu27 conv40_relu27_splitncnn_0 conv40_relu27_splitncnn_1 -23330=8,3,22,22,576,3,22,22,576
|
||||
ConvolutionDepthWise conv41 1 1 conv40_relu27_splitncnn_1 conv41_relu28 -23330=4,3,11,11,576 0=576 1=3 3=2 4=1 5=1 6=5184 7=576 9=1
|
||||
Convolution conv42 1 1 conv41_relu28 conv42 -23330=4,3,11,11,160 0=160 1=1 5=1 6=92160
|
||||
Split splitncnn_9 1 2 conv42 conv42_splitncnn_0 conv42_splitncnn_1 -23330=8,3,11,11,160,3,11,11,160
|
||||
Convolution conv43 1 1 conv42_splitncnn_1 conv43_relu29 -23330=4,3,11,11,960 0=960 1=1 5=1 6=153600 9=1
|
||||
ConvolutionDepthWise conv44 1 1 conv43_relu29 conv44_relu30 -23330=4,3,11,11,960 0=960 1=3 4=1 5=1 6=8640 7=960 9=1
|
||||
Convolution conv45 1 1 conv44_relu30 conv45 -23330=4,3,11,11,160 0=160 1=1 5=1 6=153600
|
||||
Eltwise add9 2 1 conv42_splitncnn_0 conv45 add9 -23330=4,3,11,11,160 0=1
|
||||
Split splitncnn_10 1 2 add9 add9_splitncnn_0 add9_splitncnn_1 -23330=8,3,11,11,160,3,11,11,160
|
||||
Convolution conv46 1 1 add9_splitncnn_1 conv46_relu31 -23330=4,3,11,11,960 0=960 1=1 5=1 6=153600 9=1
|
||||
ConvolutionDepthWise conv47 1 1 conv46_relu31 conv47_relu32 -23330=4,3,11,11,960 0=960 1=3 4=1 5=1 6=8640 7=960 9=1
|
||||
Convolution conv48 1 1 conv47_relu32 conv48 -23330=4,3,11,11,160 0=160 1=1 5=1 6=153600
|
||||
Eltwise add10 2 1 add9_splitncnn_0 conv48 add10 -23330=4,3,11,11,160 0=1
|
||||
Convolution conv49 1 1 add10 conv49_relu33 -23330=4,3,11,11,960 0=960 1=1 5=1 6=153600 9=1
|
||||
ConvolutionDepthWise conv50 1 1 conv49_relu33 conv50_relu34 -23330=4,3,11,11,960 0=960 1=3 4=1 5=1 6=8640 7=960 9=1
|
||||
Convolution conv51 1 1 conv50_relu34 conv51 -23330=4,3,11,11,320 0=320 1=1 5=1 6=307200
|
||||
Convolution conv52 1 1 conv51 conv52_relu35 -23330=4,3,11,11,1280 0=1280 1=1 5=1 6=409600 9=1
|
||||
ConvolutionDepthWise yolo/conv1/dw 1 1 conv52_relu35 yolo/conv1/dw_yolo/conv1/dw/relu -23330=4,3,11,11,1280 0=1280 1=3 4=1 5=1 6=11520 7=1280 9=1
|
||||
Convolution yolo/conv1 1 1 yolo/conv1/dw_yolo/conv1/dw/relu yolo/conv1_yolo/conv1/relu -23330=4,3,11,11,576 0=576 1=1 5=1 6=737280 9=1
|
||||
Split splitncnn_11 1 2 yolo/conv1_yolo/conv1/relu yolo/conv1_yolo/conv1/relu_splitncnn_0 yolo/conv1_yolo/conv1/relu_splitncnn_1 -23330=8,3,11,11,576,3,11,11,576
|
||||
DeconvolutionDepthWise upsample 1 1 yolo/conv1_yolo/conv1/relu_splitncnn_1 upsample -23330=4,3,21,21,576 0=576 1=1 3=2 6=576 7=576
|
||||
Pooling maxpool 1 1 upsample maxpool -23330=4,3,22,22,576 1=2 3=1
|
||||
ConvolutionDepthWise yolo/conv2/dw 1 1 conv40_relu27_splitncnn_0 yolo/conv2/dw_yolo/conv2/dw/relu -23330=4,3,22,22,576 0=576 1=3 4=1 5=1 6=5184 7=576 9=1
|
||||
Convolution yolo/conv2 1 1 yolo/conv2/dw_yolo/conv2/dw/relu yolo/conv2_yolo/conv2/relu -23330=4,3,22,22,576 0=576 1=1 5=1 6=331776 9=1
|
||||
Eltwise yolo/conv2/sum 2 1 maxpool yolo/conv2_yolo/conv2/relu yolo/conv2/sum -23330=4,3,22,22,576 0=1
|
||||
ConvolutionDepthWise yolo/conv3/dw 1 1 yolo/conv2/sum yolo/conv3/dw_yolo/conv3/dw/relu -23330=4,3,22,22,576 0=576 1=3 4=1 5=1 6=5184 7=576 9=1
|
||||
Convolution yolo/conv3 1 1 yolo/conv3/dw_yolo/conv3/dw/relu yolo/conv3_yolo/conv3/relu -23330=4,3,22,22,576 0=576 1=1 5=1 6=331776 9=1
|
||||
Convolution yolo/conv4 1 1 yolo/conv1_yolo/conv1/relu_splitncnn_0 yolo/conv4 -23330=4,3,11,11,75 0=75 1=1 5=1 6=43200
|
||||
Convolution yolo/conv5 1 1 yolo/conv3_yolo/conv3/relu yolo/conv5 -23330=4,3,22,22,75 0=75 1=1 5=1 6=43200
|
||||
Yolov3DetectionOutput detection_out 2 1 yolo/conv4 yolo/conv5 output 1=3 2=3.000000e-01 -23304=12,2.000000e+01,3.700000e+01,4.900000e+01,9.400000e+01,7.300000e+01,2.010000e+02,1.430000e+02,2.650000e+02,1.530000e+02,1.210000e+02,2.800000e+02,2.790000e+02 -23305=6,1077936128,1082130432,1084227584,0,1065353216,1073741824 -23306=2,3.200000e+01,1.600000e+01
|
||||
182
3rdparty/ncnn/benchmark/nanodet_m.param
vendored
Normal file
182
3rdparty/ncnn/benchmark/nanodet_m.param
vendored
Normal file
@ -0,0 +1,182 @@
|
||||
7767517
|
||||
179 204
|
||||
Input input.1 0 1 input.1 -23330=4,3,320,320,3 0=320 1=320 2=3
|
||||
Convolution Conv_0 1 1 input.1 424 -23330=4,3,160,160,24 0=24 1=3 3=2 4=1 5=1 6=648 9=2 -23310=1,1.000000e-01
|
||||
Pooling MaxPool_2 1 1 424 425 -23330=4,3,80,80,24 1=3 2=2 3=1 5=1
|
||||
Split splitncnn_0 1 2 425 425_splitncnn_0 425_splitncnn_1 -23330=8,3,80,80,24,3,80,80,24
|
||||
ConvolutionDepthWise Conv_3 1 1 425_splitncnn_1 943 -23330=4,3,40,40,24 0=24 1=3 3=2 4=1 5=1 6=216 7=24
|
||||
Convolution Conv_4 1 1 943 430 -23330=4,3,40,40,58 0=58 1=1 5=1 6=1392 9=2 -23310=1,1.000000e-01
|
||||
Convolution Conv_6 1 1 425_splitncnn_0 433 -23330=4,3,80,80,58 0=58 1=1 5=1 6=1392 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise Conv_8 1 1 433 952 -23330=4,3,40,40,58 0=58 1=3 3=2 4=1 5=1 6=522 7=58
|
||||
Convolution Conv_9 1 1 952 438 -23330=4,3,40,40,58 0=58 1=1 5=1 6=3364 9=2 -23310=1,1.000000e-01
|
||||
Concat Concat_11 2 1 430 438 439 -23330=4,3,40,40,116
|
||||
ShuffleChannel Reshape_16 1 1 439 444 -23330=4,3,40,40,116 0=2
|
||||
Split splitncnn_1 1 2 444 444_splitncnn_0 444_splitncnn_1 -23330=8,3,40,40,116,3,40,40,116
|
||||
Crop Slice_27 1 1 444_splitncnn_1 455 -23330=4,3,40,40,58 -23309=1,0 -23310=1,58 -23311=1,0
|
||||
Crop Slice_30 1 1 444_splitncnn_0 458 -23330=4,3,40,40,58 -23309=1,58 -23310=1,116 -23311=1,0
|
||||
Convolution Conv_31 1 1 458 461 -23330=4,3,40,40,58 0=58 1=1 5=1 6=3364 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise Conv_33 1 1 461 961 -23330=4,3,40,40,58 0=58 1=3 4=1 5=1 6=522 7=58
|
||||
Convolution Conv_34 1 1 961 466 -23330=4,3,40,40,58 0=58 1=1 5=1 6=3364 9=2 -23310=1,1.000000e-01
|
||||
Concat Concat_36 2 1 455 466 467 -23330=4,3,40,40,116
|
||||
ShuffleChannel Reshape_41 1 1 467 472 -23330=4,3,40,40,116 0=2
|
||||
Split splitncnn_2 1 2 472 472_splitncnn_0 472_splitncnn_1 -23330=8,3,40,40,116,3,40,40,116
|
||||
Crop Slice_52 1 1 472_splitncnn_1 483 -23330=4,3,40,40,58 -23309=1,0 -23310=1,58 -23311=1,0
|
||||
Crop Slice_55 1 1 472_splitncnn_0 486 -23330=4,3,40,40,58 -23309=1,58 -23310=1,116 -23311=1,0
|
||||
Convolution Conv_56 1 1 486 489 -23330=4,3,40,40,58 0=58 1=1 5=1 6=3364 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise Conv_58 1 1 489 970 -23330=4,3,40,40,58 0=58 1=3 4=1 5=1 6=522 7=58
|
||||
Convolution Conv_59 1 1 970 494 -23330=4,3,40,40,58 0=58 1=1 5=1 6=3364 9=2 -23310=1,1.000000e-01
|
||||
Concat Concat_61 2 1 483 494 495 -23330=4,3,40,40,116
|
||||
ShuffleChannel Reshape_66 1 1 495 500 -23330=4,3,40,40,116 0=2
|
||||
Split splitncnn_3 1 2 500 500_splitncnn_0 500_splitncnn_1 -23330=8,3,40,40,116,3,40,40,116
|
||||
Crop Slice_77 1 1 500_splitncnn_1 511 -23330=4,3,40,40,58 -23309=1,0 -23310=1,58 -23311=1,0
|
||||
Crop Slice_80 1 1 500_splitncnn_0 514 -23330=4,3,40,40,58 -23309=1,58 -23310=1,116 -23311=1,0
|
||||
Convolution Conv_81 1 1 514 517 -23330=4,3,40,40,58 0=58 1=1 5=1 6=3364 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise Conv_83 1 1 517 979 -23330=4,3,40,40,58 0=58 1=3 4=1 5=1 6=522 7=58
|
||||
Convolution Conv_84 1 1 979 522 -23330=4,3,40,40,58 0=58 1=1 5=1 6=3364 9=2 -23310=1,1.000000e-01
|
||||
Concat Concat_86 2 1 511 522 523 -23330=4,3,40,40,116
|
||||
ShuffleChannel Reshape_91 1 1 523 528 -23330=4,3,40,40,116 0=2
|
||||
Split splitncnn_4 1 3 528 528_splitncnn_0 528_splitncnn_1 528_splitncnn_2 -23330=12,3,40,40,116,3,40,40,116,3,40,40,116
|
||||
ConvolutionDepthWise Conv_92 1 1 528_splitncnn_2 985 -23330=4,3,20,20,116 0=116 1=3 3=2 4=1 5=1 6=1044 7=116
|
||||
Convolution Conv_93 1 1 985 533 -23330=4,3,20,20,116 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01
|
||||
Convolution Conv_95 1 1 528_splitncnn_1 536 -23330=4,3,40,40,116 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise Conv_97 1 1 536 994 -23330=4,3,20,20,116 0=116 1=3 3=2 4=1 5=1 6=1044 7=116
|
||||
Convolution Conv_98 1 1 994 541 -23330=4,3,20,20,116 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01
|
||||
Concat Concat_100 2 1 533 541 542 -23330=4,3,20,20,232
|
||||
ShuffleChannel Reshape_105 1 1 542 547 -23330=4,3,20,20,232 0=2
|
||||
Split splitncnn_5 1 2 547 547_splitncnn_0 547_splitncnn_1 -23330=8,3,20,20,232,3,20,20,232
|
||||
Crop Slice_116 1 1 547_splitncnn_1 558 -23330=4,3,20,20,116 -23309=1,0 -23310=1,116 -23311=1,0
|
||||
Crop Slice_119 1 1 547_splitncnn_0 561 -23330=4,3,20,20,116 -23309=1,116 -23310=1,232 -23311=1,0
|
||||
Convolution Conv_120 1 1 561 564 -23330=4,3,20,20,116 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise Conv_122 1 1 564 1003 -23330=4,3,20,20,116 0=116 1=3 4=1 5=1 6=1044 7=116
|
||||
Convolution Conv_123 1 1 1003 569 -23330=4,3,20,20,116 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01
|
||||
Concat Concat_125 2 1 558 569 570 -23330=4,3,20,20,232
|
||||
ShuffleChannel Reshape_130 1 1 570 575 -23330=4,3,20,20,232 0=2
|
||||
Split splitncnn_6 1 2 575 575_splitncnn_0 575_splitncnn_1 -23330=8,3,20,20,232,3,20,20,232
|
||||
Crop Slice_141 1 1 575_splitncnn_1 586 -23330=4,3,20,20,116 -23309=1,0 -23310=1,116 -23311=1,0
|
||||
Crop Slice_144 1 1 575_splitncnn_0 589 -23330=4,3,20,20,116 -23309=1,116 -23310=1,232 -23311=1,0
|
||||
Convolution Conv_145 1 1 589 592 -23330=4,3,20,20,116 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise Conv_147 1 1 592 1012 -23330=4,3,20,20,116 0=116 1=3 4=1 5=1 6=1044 7=116
|
||||
Convolution Conv_148 1 1 1012 597 -23330=4,3,20,20,116 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01
|
||||
Concat Concat_150 2 1 586 597 598 -23330=4,3,20,20,232
|
||||
ShuffleChannel Reshape_155 1 1 598 603 -23330=4,3,20,20,232 0=2
|
||||
Split splitncnn_7 1 2 603 603_splitncnn_0 603_splitncnn_1 -23330=8,3,20,20,232,3,20,20,232
|
||||
Crop Slice_166 1 1 603_splitncnn_1 614 -23330=4,3,20,20,116 -23309=1,0 -23310=1,116 -23311=1,0
|
||||
Crop Slice_169 1 1 603_splitncnn_0 617 -23330=4,3,20,20,116 -23309=1,116 -23310=1,232 -23311=1,0
|
||||
Convolution Conv_170 1 1 617 620 -23330=4,3,20,20,116 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise Conv_172 1 1 620 1021 -23330=4,3,20,20,116 0=116 1=3 4=1 5=1 6=1044 7=116
|
||||
Convolution Conv_173 1 1 1021 625 -23330=4,3,20,20,116 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01
|
||||
Concat Concat_175 2 1 614 625 626 -23330=4,3,20,20,232
|
||||
ShuffleChannel Reshape_180 1 1 626 631 -23330=4,3,20,20,232 0=2
|
||||
Split splitncnn_8 1 2 631 631_splitncnn_0 631_splitncnn_1 -23330=8,3,20,20,232,3,20,20,232
|
||||
Crop Slice_191 1 1 631_splitncnn_1 642 -23330=4,3,20,20,116 -23309=1,0 -23310=1,116 -23311=1,0
|
||||
Crop Slice_194 1 1 631_splitncnn_0 645 -23330=4,3,20,20,116 -23309=1,116 -23310=1,232 -23311=1,0
|
||||
Convolution Conv_195 1 1 645 648 -23330=4,3,20,20,116 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise Conv_197 1 1 648 1030 -23330=4,3,20,20,116 0=116 1=3 4=1 5=1 6=1044 7=116
|
||||
Convolution Conv_198 1 1 1030 653 -23330=4,3,20,20,116 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01
|
||||
Concat Concat_200 2 1 642 653 654 -23330=4,3,20,20,232
|
||||
ShuffleChannel Reshape_205 1 1 654 659 -23330=4,3,20,20,232 0=2
|
||||
Split splitncnn_9 1 2 659 659_splitncnn_0 659_splitncnn_1 -23330=8,3,20,20,232,3,20,20,232
|
||||
Crop Slice_216 1 1 659_splitncnn_1 670 -23330=4,3,20,20,116 -23309=1,0 -23310=1,116 -23311=1,0
|
||||
Crop Slice_219 1 1 659_splitncnn_0 673 -23330=4,3,20,20,116 -23309=1,116 -23310=1,232 -23311=1,0
|
||||
Convolution Conv_220 1 1 673 676 -23330=4,3,20,20,116 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise Conv_222 1 1 676 1039 -23330=4,3,20,20,116 0=116 1=3 4=1 5=1 6=1044 7=116
|
||||
Convolution Conv_223 1 1 1039 681 -23330=4,3,20,20,116 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01
|
||||
Concat Concat_225 2 1 670 681 682 -23330=4,3,20,20,232
|
||||
ShuffleChannel Reshape_230 1 1 682 687 -23330=4,3,20,20,232 0=2
|
||||
Split splitncnn_10 1 2 687 687_splitncnn_0 687_splitncnn_1 -23330=8,3,20,20,232,3,20,20,232
|
||||
Crop Slice_241 1 1 687_splitncnn_1 698 -23330=4,3,20,20,116 -23309=1,0 -23310=1,116 -23311=1,0
|
||||
Crop Slice_244 1 1 687_splitncnn_0 701 -23330=4,3,20,20,116 -23309=1,116 -23310=1,232 -23311=1,0
|
||||
Convolution Conv_245 1 1 701 704 -23330=4,3,20,20,116 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise Conv_247 1 1 704 1048 -23330=4,3,20,20,116 0=116 1=3 4=1 5=1 6=1044 7=116
|
||||
Convolution Conv_248 1 1 1048 709 -23330=4,3,20,20,116 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01
|
||||
Concat Concat_250 2 1 698 709 710 -23330=4,3,20,20,232
|
||||
ShuffleChannel Reshape_255 1 1 710 715 -23330=4,3,20,20,232 0=2
|
||||
Split splitncnn_11 1 2 715 715_splitncnn_0 715_splitncnn_1 -23330=8,3,20,20,232,3,20,20,232
|
||||
Crop Slice_266 1 1 715_splitncnn_1 726 -23330=4,3,20,20,116 -23309=1,0 -23310=1,116 -23311=1,0
|
||||
Crop Slice_269 1 1 715_splitncnn_0 729 -23330=4,3,20,20,116 -23309=1,116 -23310=1,232 -23311=1,0
|
||||
Convolution Conv_270 1 1 729 732 -23330=4,3,20,20,116 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise Conv_272 1 1 732 1057 -23330=4,3,20,20,116 0=116 1=3 4=1 5=1 6=1044 7=116
|
||||
Convolution Conv_273 1 1 1057 737 -23330=4,3,20,20,116 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01
|
||||
Concat Concat_275 2 1 726 737 738 -23330=4,3,20,20,232
|
||||
ShuffleChannel Reshape_280 1 1 738 743 -23330=4,3,20,20,232 0=2
|
||||
Split splitncnn_12 1 3 743 743_splitncnn_0 743_splitncnn_1 743_splitncnn_2 -23330=12,3,20,20,232,3,20,20,232,3,20,20,232
|
||||
ConvolutionDepthWise Conv_281 1 1 743_splitncnn_2 1063 -23330=4,3,10,10,232 0=232 1=3 3=2 4=1 5=1 6=2088 7=232
|
||||
Convolution Conv_282 1 1 1063 748 -23330=4,3,10,10,232 0=232 1=1 5=1 6=53824 9=2 -23310=1,1.000000e-01
|
||||
Convolution Conv_284 1 1 743_splitncnn_1 751 -23330=4,3,20,20,232 0=232 1=1 5=1 6=53824 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise Conv_286 1 1 751 1072 -23330=4,3,10,10,232 0=232 1=3 3=2 4=1 5=1 6=2088 7=232
|
||||
Convolution Conv_287 1 1 1072 756 -23330=4,3,10,10,232 0=232 1=1 5=1 6=53824 9=2 -23310=1,1.000000e-01
|
||||
Concat Concat_289 2 1 748 756 757 -23330=4,3,10,10,464
|
||||
ShuffleChannel Reshape_294 1 1 757 762 -23330=4,3,10,10,464 0=2
|
||||
Split splitncnn_13 1 2 762 762_splitncnn_0 762_splitncnn_1 -23330=8,3,10,10,464,3,10,10,464
|
||||
Crop Slice_305 1 1 762_splitncnn_1 773 -23330=4,3,10,10,232 -23309=1,0 -23310=1,232 -23311=1,0
|
||||
Crop Slice_308 1 1 762_splitncnn_0 776 -23330=4,3,10,10,232 -23309=1,232 -23310=1,464 -23311=1,0
|
||||
Convolution Conv_309 1 1 776 779 -23330=4,3,10,10,232 0=232 1=1 5=1 6=53824 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise Conv_311 1 1 779 1081 -23330=4,3,10,10,232 0=232 1=3 4=1 5=1 6=2088 7=232
|
||||
Convolution Conv_312 1 1 1081 784 -23330=4,3,10,10,232 0=232 1=1 5=1 6=53824 9=2 -23310=1,1.000000e-01
|
||||
Concat Concat_314 2 1 773 784 785 -23330=4,3,10,10,464
|
||||
ShuffleChannel Reshape_319 1 1 785 790 -23330=4,3,10,10,464 0=2
|
||||
Split splitncnn_14 1 2 790 790_splitncnn_0 790_splitncnn_1 -23330=8,3,10,10,464,3,10,10,464
|
||||
Crop Slice_330 1 1 790_splitncnn_1 801 -23330=4,3,10,10,232 -23309=1,0 -23310=1,232 -23311=1,0
|
||||
Crop Slice_333 1 1 790_splitncnn_0 804 -23330=4,3,10,10,232 -23309=1,232 -23310=1,464 -23311=1,0
|
||||
Convolution Conv_334 1 1 804 807 -23330=4,3,10,10,232 0=232 1=1 5=1 6=53824 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise Conv_336 1 1 807 1090 -23330=4,3,10,10,232 0=232 1=3 4=1 5=1 6=2088 7=232
|
||||
Convolution Conv_337 1 1 1090 812 -23330=4,3,10,10,232 0=232 1=1 5=1 6=53824 9=2 -23310=1,1.000000e-01
|
||||
Concat Concat_339 2 1 801 812 813 -23330=4,3,10,10,464
|
||||
ShuffleChannel Reshape_344 1 1 813 818 -23330=4,3,10,10,464 0=2
|
||||
Split splitncnn_15 1 2 818 818_splitncnn_0 818_splitncnn_1 -23330=8,3,10,10,464,3,10,10,464
|
||||
Crop Slice_355 1 1 818_splitncnn_1 829 -23330=4,3,10,10,232 -23309=1,0 -23310=1,232 -23311=1,0
|
||||
Crop Slice_358 1 1 818_splitncnn_0 832 -23330=4,3,10,10,232 -23309=1,232 -23310=1,464 -23311=1,0
|
||||
Convolution Conv_359 1 1 832 835 -23330=4,3,10,10,232 0=232 1=1 5=1 6=53824 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise Conv_361 1 1 835 1099 -23330=4,3,10,10,232 0=232 1=3 4=1 5=1 6=2088 7=232
|
||||
Convolution Conv_362 1 1 1099 840 -23330=4,3,10,10,232 0=232 1=1 5=1 6=53824 9=2 -23310=1,1.000000e-01
|
||||
Concat Concat_364 2 1 829 840 841 -23330=4,3,10,10,464
|
||||
ShuffleChannel Reshape_369 1 1 841 846 -23330=4,3,10,10,464 0=2
|
||||
Convolution Conv_370 1 1 528_splitncnn_0 847 -23330=4,3,40,40,96 0=96 1=1 5=1 6=11136
|
||||
Convolution Conv_371 1 1 743_splitncnn_0 848 -23330=4,3,20,20,96 0=96 1=1 5=1 6=22272
|
||||
Convolution Conv_372 1 1 846 849 -23330=4,3,10,10,96 0=96 1=1 5=1 6=44544
|
||||
Split splitncnn_16 1 2 849 849_splitncnn_0 849_splitncnn_1 -23330=8,3,10,10,96,3,10,10,96
|
||||
Interp Resize_374 1 1 849_splitncnn_1 854 -23330=4,3,20,20,96 0=2 1=2.000000e+00 2=2.000000e+00
|
||||
BinaryOp Add_375 2 1 848 854 855 -23330=4,3,20,20,96
|
||||
Split splitncnn_17 1 2 855 855_splitncnn_0 855_splitncnn_1 -23330=8,3,20,20,96,3,20,20,96
|
||||
Interp Resize_377 1 1 855_splitncnn_1 860 -23330=4,3,40,40,96 0=2 1=2.000000e+00 2=2.000000e+00
|
||||
BinaryOp Add_378 2 1 847 860 861 -23330=4,3,40,40,96
|
||||
Split splitncnn_18 1 2 861 861_splitncnn_0 861_splitncnn_1 -23330=8,3,40,40,96,3,40,40,96
|
||||
Interp Resize_380 1 1 861_splitncnn_1 866 -23330=4,3,20,20,96 0=2 1=5.000000e-01 2=5.000000e-01
|
||||
BinaryOp Add_381 2 1 855_splitncnn_0 866 867 -23330=4,3,20,20,96
|
||||
Split splitncnn_19 1 2 867 867_splitncnn_0 867_splitncnn_1 -23330=8,3,20,20,96,3,20,20,96
|
||||
Interp Resize_383 1 1 867_splitncnn_1 872 -23330=4,3,10,10,96 0=2 1=5.000000e-01 2=5.000000e-01
|
||||
BinaryOp Add_384 2 1 849_splitncnn_0 872 873 -23330=4,3,10,10,96
|
||||
ConvolutionDepthWise Conv_385 1 1 861_splitncnn_0 876 -23330=4,3,40,40,96 0=96 1=3 4=1 5=1 6=864 7=96 9=2 -23310=1,1.000000e-01
|
||||
Convolution Conv_387 1 1 876 879 -23330=4,3,40,40,96 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise Conv_389 1 1 879 882 -23330=4,3,40,40,96 0=96 1=3 4=1 5=1 6=864 7=96 9=2 -23310=1,1.000000e-01
|
||||
Convolution Conv_391 1 1 882 885 -23330=4,3,40,40,96 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01
|
||||
Convolution Conv_393 1 1 885 886 -23330=4,3,40,40,112 0=112 1=1 5=1 6=10752
|
||||
Slice Split_394 1 2 886 887 888 -23330=8,3,40,40,80,3,40,40,32 -23300=2,80,-233
|
||||
Sigmoid Sigmoid_395 1 1 887 889 -23330=4,3,40,40,80
|
||||
Reshape Reshape_397 1 1 889 891 -23330=4,2,1600,80,1 0=-1 1=80
|
||||
Permute Transpose_398 1 1 891 cls_pred_stride_8 -23330=4,2,80,1600,1 0=1
|
||||
Reshape Reshape_400 1 1 888 894 -23330=4,2,1600,32,1 0=-1 1=32
|
||||
Permute Transpose_401 1 1 894 dis_pred_stride_8 -23330=4,2,32,1600,1 0=1
|
||||
ConvolutionDepthWise Conv_402 1 1 867_splitncnn_0 898 -23330=4,3,20,20,96 0=96 1=3 4=1 5=1 6=864 7=96 9=2 -23310=1,1.000000e-01
|
||||
Convolution Conv_404 1 1 898 901 -23330=4,3,20,20,96 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise Conv_406 1 1 901 904 -23330=4,3,20,20,96 0=96 1=3 4=1 5=1 6=864 7=96 9=2 -23310=1,1.000000e-01
|
||||
Convolution Conv_408 1 1 904 907 -23330=4,3,20,20,96 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01
|
||||
Convolution Conv_410 1 1 907 908 -23330=4,3,20,20,112 0=112 1=1 5=1 6=10752
|
||||
Slice Split_411 1 2 908 909 910 -23330=8,3,20,20,80,3,20,20,32 -23300=2,80,-233
|
||||
Sigmoid Sigmoid_412 1 1 909 911 -23330=4,3,20,20,80
|
||||
Reshape Reshape_414 1 1 911 913 -23330=4,2,400,80,1 0=-1 1=80
|
||||
Permute Transpose_415 1 1 913 cls_pred_stride_16 -23330=4,2,80,400,1 0=1
|
||||
Reshape Reshape_417 1 1 910 916 -23330=4,2,400,32,1 0=-1 1=32
|
||||
Permute Transpose_418 1 1 916 dis_pred_stride_16 -23330=4,2,32,400,1 0=1
|
||||
ConvolutionDepthWise Conv_419 1 1 873 920 -23330=4,3,10,10,96 0=96 1=3 4=1 5=1 6=864 7=96 9=2 -23310=1,1.000000e-01
|
||||
Convolution Conv_421 1 1 920 923 -23330=4,3,10,10,96 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise Conv_423 1 1 923 926 -23330=4,3,10,10,96 0=96 1=3 4=1 5=1 6=864 7=96 9=2 -23310=1,1.000000e-01
|
||||
Convolution Conv_425 1 1 926 929 -23330=4,3,10,10,96 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01
|
||||
Convolution Conv_427 1 1 929 930 -23330=4,3,10,10,112 0=112 1=1 5=1 6=10752
|
||||
Slice Split_428 1 2 930 931 932 -23330=8,3,10,10,80,3,10,10,32 -23300=2,80,-233
|
||||
Sigmoid Sigmoid_429 1 1 931 933 -23330=4,3,10,10,80
|
||||
Reshape Reshape_431 1 1 933 935 -23330=4,2,100,80,1 0=-1 1=80
|
||||
Permute Transpose_432 1 1 935 cls_pred_stride_32 -23330=4,2,80,100,1 0=1
|
||||
Reshape Reshape_434 1 1 932 938 -23330=4,2,100,32,1 0=-1 1=32
|
||||
Permute Transpose_435 1 1 938 dis_pred_stride_32 -23330=4,2,32,100,1 0=1
|
||||
Noop Output 6 1 cls_pred_stride_8 cls_pred_stride_16 cls_pred_stride_32 dis_pred_stride_8 dis_pred_stride_16 dis_pred_stride_32 output
|
||||
93
3rdparty/ncnn/benchmark/proxylessnasnet.param
vendored
Normal file
93
3rdparty/ncnn/benchmark/proxylessnasnet.param
vendored
Normal file
@ -0,0 +1,93 @@
|
||||
7767517
|
||||
91 104
|
||||
Input data 0 1 data -23330=4,3,224,224,3 0=224 1=224 2=3
|
||||
Convolution first-3x3-conv 1 1 data first-3x3-conv_relu -23330=4,3,112,112,32 0=32 1=3 3=2 4=1 5=1 6=864 9=1
|
||||
ConvolutionDepthWise A0_dw 1 1 first-3x3-conv_relu A0_dw_relu -23330=4,3,112,112,32 0=32 1=3 4=1 5=1 6=288 7=32 9=1
|
||||
Convolution A0_linear 1 1 A0_dw_relu A0_linear_bn -23330=4,3,112,112,32 0=32 1=1 5=1 6=1024
|
||||
Convolution B0_expand 1 1 A0_linear_bn B0_expand_relu -23330=4,3,112,112,48 0=48 1=1 5=1 6=1536 9=1
|
||||
ConvolutionDepthWise B0_dw 1 1 B0_expand_relu B0_dw_relu -23330=4,3,56,56,48 0=48 1=5 3=2 4=2 5=1 6=1200 7=48 9=1
|
||||
Convolution B0_linear 1 1 B0_dw_relu B0_linear_bn -23330=4,3,56,56,32 0=32 1=1 5=1 6=1536
|
||||
Split splitncnn_0 1 2 B0_linear_bn B0_linear_bn_splitncnn_0 B0_linear_bn_splitncnn_1 -23330=8,3,56,56,32,3,56,56,32
|
||||
Convolution B1_expand 1 1 B0_linear_bn_splitncnn_1 B1_expand_relu -23330=4,3,56,56,96 0=96 1=1 5=1 6=3072 9=1
|
||||
ConvolutionDepthWise B1_dw 1 1 B1_expand_relu B1_dw_relu -23330=4,3,56,56,96 0=96 1=3 4=1 5=1 6=864 7=96 9=1
|
||||
Convolution B1_linear 1 1 B1_dw_relu B1_linear_bn -23330=4,3,56,56,32 0=32 1=1 5=1 6=3072
|
||||
BinaryOp unknownncnn_0 2 1 B0_linear_bn_splitncnn_0 B1_linear_bn unknownncnn_0 -23330=4,3,56,56,32
|
||||
Convolution C0_expand 1 1 unknownncnn_0 C0_expand_relu -23330=4,3,56,56,96 0=96 1=1 5=1 6=3072 9=1
|
||||
ConvolutionDepthWise C0_dw 1 1 C0_expand_relu C0_dw_relu -23330=4,3,28,28,96 0=96 1=7 3=2 4=3 5=1 6=4704 7=96 9=1
|
||||
Convolution C0_linear 1 1 C0_dw_relu C0_linear_bn -23330=4,3,28,28,40 0=40 1=1 5=1 6=3840
|
||||
Split splitncnn_1 1 2 C0_linear_bn C0_linear_bn_splitncnn_0 C0_linear_bn_splitncnn_1 -23330=8,3,28,28,40,3,28,28,40
|
||||
Convolution C1_expand 1 1 C0_linear_bn_splitncnn_1 C1_expand_relu -23330=4,3,28,28,120 0=120 1=1 5=1 6=4800 9=1
|
||||
ConvolutionDepthWise C1_dw 1 1 C1_expand_relu C1_dw_relu -23330=4,3,28,28,120 0=120 1=3 4=1 5=1 6=1080 7=120 9=1
|
||||
Convolution C1_linear 1 1 C1_dw_relu C1_linear_bn -23330=4,3,28,28,40 0=40 1=1 5=1 6=4800
|
||||
BinaryOp unknownncnn_1 2 1 C0_linear_bn_splitncnn_0 C1_linear_bn unknownncnn_1 -23330=4,3,28,28,40
|
||||
Split splitncnn_2 1 2 unknownncnn_1 unknownncnn_1_splitncnn_0 unknownncnn_1_splitncnn_1 -23330=8,3,28,28,40,3,28,28,40
|
||||
Convolution C2_expand 1 1 unknownncnn_1_splitncnn_1 C2_expand_relu -23330=4,3,28,28,120 0=120 1=1 5=1 6=4800 9=1
|
||||
ConvolutionDepthWise C2_dw 1 1 C2_expand_relu C2_dw_relu -23330=4,3,28,28,120 0=120 1=5 4=2 5=1 6=3000 7=120 9=1
|
||||
Convolution C2_linear 1 1 C2_dw_relu C2_linear_bn -23330=4,3,28,28,40 0=40 1=1 5=1 6=4800
|
||||
BinaryOp unknownncnn_2 2 1 unknownncnn_1_splitncnn_0 C2_linear_bn unknownncnn_2 -23330=4,3,28,28,40
|
||||
Split splitncnn_3 1 2 unknownncnn_2 unknownncnn_2_splitncnn_0 unknownncnn_2_splitncnn_1 -23330=8,3,28,28,40,3,28,28,40
|
||||
Convolution C3_expand 1 1 unknownncnn_2_splitncnn_1 C3_expand_relu -23330=4,3,28,28,120 0=120 1=1 5=1 6=4800 9=1
|
||||
ConvolutionDepthWise C3_dw 1 1 C3_expand_relu C3_dw_relu -23330=4,3,28,28,120 0=120 1=5 4=2 5=1 6=3000 7=120 9=1
|
||||
Convolution C3_linear 1 1 C3_dw_relu C3_linear_bn -23330=4,3,28,28,40 0=40 1=1 5=1 6=4800
|
||||
BinaryOp unknownncnn_3 2 1 unknownncnn_2_splitncnn_0 C3_linear_bn unknownncnn_3 -23330=4,3,28,28,40
|
||||
Convolution D0_expand 1 1 unknownncnn_3 D0_expand_relu -23330=4,3,28,28,240 0=240 1=1 5=1 6=9600 9=1
|
||||
ConvolutionDepthWise D0_dw 1 1 D0_expand_relu D0_dw_relu -23330=4,3,14,14,240 0=240 1=7 3=2 4=3 5=1 6=11760 7=240 9=1
|
||||
Convolution D0_linear 1 1 D0_dw_relu D0_linear_bn -23330=4,3,14,14,80 0=80 1=1 5=1 6=19200
|
||||
Split splitncnn_4 1 2 D0_linear_bn D0_linear_bn_splitncnn_0 D0_linear_bn_splitncnn_1 -23330=8,3,14,14,80,3,14,14,80
|
||||
Convolution D1_expand 1 1 D0_linear_bn_splitncnn_1 D1_expand_relu -23330=4,3,14,14,240 0=240 1=1 5=1 6=19200 9=1
|
||||
ConvolutionDepthWise D1_dw 1 1 D1_expand_relu D1_dw_relu -23330=4,3,14,14,240 0=240 1=5 4=2 5=1 6=6000 7=240 9=1
|
||||
Convolution D1_linear 1 1 D1_dw_relu D1_linear_bn -23330=4,3,14,14,80 0=80 1=1 5=1 6=19200
|
||||
BinaryOp unknownncnn_4 2 1 D0_linear_bn_splitncnn_0 D1_linear_bn unknownncnn_4 -23330=4,3,14,14,80
|
||||
Split splitncnn_5 1 2 unknownncnn_4 unknownncnn_4_splitncnn_0 unknownncnn_4_splitncnn_1 -23330=8,3,14,14,80,3,14,14,80
|
||||
Convolution D2_expand 1 1 unknownncnn_4_splitncnn_1 D2_expand_relu -23330=4,3,14,14,240 0=240 1=1 5=1 6=19200 9=1
|
||||
ConvolutionDepthWise D2_dw 1 1 D2_expand_relu D2_dw_relu -23330=4,3,14,14,240 0=240 1=5 4=2 5=1 6=6000 7=240 9=1
|
||||
Convolution D2_linear 1 1 D2_dw_relu D2_linear_bn -23330=4,3,14,14,80 0=80 1=1 5=1 6=19200
|
||||
BinaryOp unknownncnn_5 2 1 unknownncnn_4_splitncnn_0 D2_linear_bn unknownncnn_5 -23330=4,3,14,14,80
|
||||
Split splitncnn_6 1 2 unknownncnn_5 unknownncnn_5_splitncnn_0 unknownncnn_5_splitncnn_1 -23330=8,3,14,14,80,3,14,14,80
|
||||
Convolution D3_expand 1 1 unknownncnn_5_splitncnn_1 D3_expand_relu -23330=4,3,14,14,240 0=240 1=1 5=1 6=19200 9=1
|
||||
ConvolutionDepthWise D3_dw 1 1 D3_expand_relu D3_dw_relu -23330=4,3,14,14,240 0=240 1=5 4=2 5=1 6=6000 7=240 9=1
|
||||
Convolution D3_linear 1 1 D3_dw_relu D3_linear_bn -23330=4,3,14,14,80 0=80 1=1 5=1 6=19200
|
||||
BinaryOp unknownncnn_6 2 1 unknownncnn_5_splitncnn_0 D3_linear_bn unknownncnn_6 -23330=4,3,14,14,80
|
||||
Convolution E0_expand 1 1 unknownncnn_6 E0_expand_relu -23330=4,3,14,14,480 0=480 1=1 5=1 6=38400 9=1
|
||||
ConvolutionDepthWise E0_dw 1 1 E0_expand_relu E0_dw_relu -23330=4,3,14,14,480 0=480 1=5 4=2 5=1 6=12000 7=480 9=1
|
||||
Convolution E0_linear 1 1 E0_dw_relu E0_linear_bn -23330=4,3,14,14,96 0=96 1=1 5=1 6=46080
|
||||
Split splitncnn_7 1 2 E0_linear_bn E0_linear_bn_splitncnn_0 E0_linear_bn_splitncnn_1 -23330=8,3,14,14,96,3,14,14,96
|
||||
Convolution E1_expand 1 1 E0_linear_bn_splitncnn_1 E1_expand_relu -23330=4,3,14,14,288 0=288 1=1 5=1 6=27648 9=1
|
||||
ConvolutionDepthWise E1_dw 1 1 E1_expand_relu E1_dw_relu -23330=4,3,14,14,288 0=288 1=5 4=2 5=1 6=7200 7=288 9=1
|
||||
Convolution E1_linear 1 1 E1_dw_relu E1_linear_bn -23330=4,3,14,14,96 0=96 1=1 5=1 6=27648
|
||||
BinaryOp unknownncnn_7 2 1 E0_linear_bn_splitncnn_0 E1_linear_bn unknownncnn_7 -23330=4,3,14,14,96
|
||||
Split splitncnn_8 1 2 unknownncnn_7 unknownncnn_7_splitncnn_0 unknownncnn_7_splitncnn_1 -23330=8,3,14,14,96,3,14,14,96
|
||||
Convolution E2_expand 1 1 unknownncnn_7_splitncnn_1 E2_expand_relu -23330=4,3,14,14,288 0=288 1=1 5=1 6=27648 9=1
|
||||
ConvolutionDepthWise E2_dw 1 1 E2_expand_relu E2_dw_relu -23330=4,3,14,14,288 0=288 1=5 4=2 5=1 6=7200 7=288 9=1
|
||||
Convolution E2_linear 1 1 E2_dw_relu E2_linear_bn -23330=4,3,14,14,96 0=96 1=1 5=1 6=27648
|
||||
BinaryOp unknownncnn_8 2 1 unknownncnn_7_splitncnn_0 E2_linear_bn unknownncnn_8 -23330=4,3,14,14,96
|
||||
Split splitncnn_9 1 2 unknownncnn_8 unknownncnn_8_splitncnn_0 unknownncnn_8_splitncnn_1 -23330=8,3,14,14,96,3,14,14,96
|
||||
Convolution E3_expand 1 1 unknownncnn_8_splitncnn_1 E3_expand_relu -23330=4,3,14,14,288 0=288 1=1 5=1 6=27648 9=1
|
||||
ConvolutionDepthWise E3_dw 1 1 E3_expand_relu E3_dw_relu -23330=4,3,14,14,288 0=288 1=5 4=2 5=1 6=7200 7=288 9=1
|
||||
Convolution E3_linear 1 1 E3_dw_relu E3_linear_bn -23330=4,3,14,14,96 0=96 1=1 5=1 6=27648
|
||||
BinaryOp unknownncnn_9 2 1 unknownncnn_8_splitncnn_0 E3_linear_bn unknownncnn_9 -23330=4,3,14,14,96
|
||||
Convolution F0_expand 1 1 unknownncnn_9 F0_expand_relu -23330=4,3,14,14,576 0=576 1=1 5=1 6=55296 9=1
|
||||
ConvolutionDepthWise F0_dw 1 1 F0_expand_relu F0_dw_relu -23330=4,3,7,7,576 0=576 1=7 3=2 4=3 5=1 6=28224 7=576 9=1
|
||||
Convolution F0_linear 1 1 F0_dw_relu F0_linear_bn -23330=4,3,7,7,192 0=192 1=1 5=1 6=110592
|
||||
Split splitncnn_10 1 2 F0_linear_bn F0_linear_bn_splitncnn_0 F0_linear_bn_splitncnn_1 -23330=8,3,7,7,192,3,7,7,192
|
||||
Convolution F1_expand 1 1 F0_linear_bn_splitncnn_1 F1_expand_relu -23330=4,3,7,7,1152 0=1152 1=1 5=1 6=221184 9=1
|
||||
ConvolutionDepthWise F1_dw 1 1 F1_expand_relu F1_dw_relu -23330=4,3,7,7,1152 0=1152 1=7 4=3 5=1 6=56448 7=1152 9=1
|
||||
Convolution F1_linear 1 1 F1_dw_relu F1_linear_bn -23330=4,3,7,7,192 0=192 1=1 5=1 6=221184
|
||||
BinaryOp unknownncnn_10 2 1 F0_linear_bn_splitncnn_0 F1_linear_bn unknownncnn_10 -23330=4,3,7,7,192
|
||||
Split splitncnn_11 1 2 unknownncnn_10 unknownncnn_10_splitncnn_0 unknownncnn_10_splitncnn_1 -23330=8,3,7,7,192,3,7,7,192
|
||||
Convolution F2_expand 1 1 unknownncnn_10_splitncnn_1 F2_expand_relu -23330=4,3,7,7,576 0=576 1=1 5=1 6=110592 9=1
|
||||
ConvolutionDepthWise F2_dw 1 1 F2_expand_relu F2_dw_relu -23330=4,3,7,7,576 0=576 1=7 4=3 5=1 6=28224 7=576 9=1
|
||||
Convolution F2_linear 1 1 F2_dw_relu F2_linear_bn -23330=4,3,7,7,192 0=192 1=1 5=1 6=110592
|
||||
BinaryOp unknownncnn_11 2 1 unknownncnn_10_splitncnn_0 F2_linear_bn unknownncnn_11 -23330=4,3,7,7,192
|
||||
Split splitncnn_12 1 2 unknownncnn_11 unknownncnn_11_splitncnn_0 unknownncnn_11_splitncnn_1 -23330=8,3,7,7,192,3,7,7,192
|
||||
Convolution F3_expand 1 1 unknownncnn_11_splitncnn_1 F3_expand_relu -23330=4,3,7,7,576 0=576 1=1 5=1 6=110592 9=1
|
||||
ConvolutionDepthWise F3_dw 1 1 F3_expand_relu F3_dw_relu -23330=4,3,7,7,576 0=576 1=7 4=3 5=1 6=28224 7=576 9=1
|
||||
Convolution F3_linear 1 1 F3_dw_relu F3_linear_bn -23330=4,3,7,7,192 0=192 1=1 5=1 6=110592
|
||||
BinaryOp unknownncnn_12 2 1 unknownncnn_11_splitncnn_0 F3_linear_bn unknownncnn_12 -23330=4,3,7,7,192
|
||||
Convolution G0_expand 1 1 unknownncnn_12 G0_expand_relu -23330=4,3,7,7,1152 0=1152 1=1 5=1 6=221184 9=1
|
||||
ConvolutionDepthWise G0_dw 1 1 G0_expand_relu G0_dw_relu -23330=4,3,7,7,1152 0=1152 1=7 4=3 5=1 6=56448 7=1152 9=1
|
||||
Convolution G0_linear 1 1 G0_dw_relu G0_linear_bn -23330=4,3,7,7,320 0=320 1=1 5=1 6=368640
|
||||
Convolution last-1x1-conv 1 1 G0_linear_bn last-1x1-conv_relu -23330=4,3,7,7,1280 0=1280 1=1 5=1 6=409600 9=1
|
||||
Pooling avgpool 1 1 last-1x1-conv_relu flatten -23330=4,1,1280,1,1 0=1 1=7 4=1 5=1
|
||||
InnerProduct fc 1 1 flatten fc -23330=4,1,1000,1,1 0=1000 1=1 2=1280000
|
||||
Softmax prob 1 1 fc output -23330=4,1,1000,1,1
|
||||
187
3rdparty/ncnn/benchmark/regnety_400m.param
vendored
Normal file
187
3rdparty/ncnn/benchmark/regnety_400m.param
vendored
Normal file
@ -0,0 +1,187 @@
|
||||
7767517
|
||||
185 217
|
||||
Input input.1 0 1 data -23330=4,3,224,224,3 0=224 1=224 2=3
|
||||
Convolution Conv_0 1 1 data 387 -23330=4,3,112,112,32 0=32 1=3 3=2 4=1 5=1 6=864 9=1
|
||||
Split splitncnn_0 1 2 387 387_splitncnn_0 387_splitncnn_1 -23330=8,3,112,112,32,3,112,112,32
|
||||
Convolution Conv_3 1 1 387_splitncnn_1 389 -23330=4,3,56,56,48 0=48 1=1 3=2 5=1 6=1536
|
||||
Convolution Conv_5 1 1 387_splitncnn_0 392 -23330=4,3,112,112,48 0=48 1=1 5=1 6=1536 9=1
|
||||
ConvolutionDepthWise Conv_8 1 1 392 395 -23330=4,3,56,56,48 0=48 1=3 3=2 4=1 5=1 6=3456 7=6 9=1
|
||||
Split splitncnn_1 1 2 395 395_splitncnn_0 395_splitncnn_1 -23330=8,3,56,56,48,3,56,56,48
|
||||
Pooling GlobalAveragePool_11 1 1 395_splitncnn_1 396 -23330=4,1,48,1,1 0=1 4=1
|
||||
InnerProduct Conv_12 1 1 396 398 -23330=4,1,8,1,1 0=8 1=1 2=384 9=1
|
||||
InnerProduct Conv_14 1 1 398 400 -23330=4,1,48,1,1 0=48 1=1 2=384 9=4
|
||||
BinaryOp Mul_16 2 1 395_splitncnn_0 400 401 -23330=4,3,56,56,48 0=2
|
||||
Convolution Conv_17 1 1 401 403 -23330=4,3,56,56,48 0=48 1=1 5=1 6=2304
|
||||
BinaryOp Add_19 2 1 389 403 404 -23330=4,3,56,56,48
|
||||
ReLU Relu_20 1 1 404 405 -23330=4,3,56,56,48
|
||||
Split splitncnn_2 1 2 405 405_splitncnn_0 405_splitncnn_1 -23330=8,3,56,56,48,3,56,56,48
|
||||
Convolution Conv_21 1 1 405_splitncnn_1 407 -23330=4,3,28,28,104 0=104 1=1 3=2 5=1 6=4992
|
||||
Convolution Conv_23 1 1 405_splitncnn_0 410 -23330=4,3,56,56,104 0=104 1=1 5=1 6=4992 9=1
|
||||
ConvolutionDepthWise Conv_26 1 1 410 413 -23330=4,3,28,28,104 0=104 1=3 3=2 4=1 5=1 6=7488 7=13 9=1
|
||||
Split splitncnn_3 1 2 413 413_splitncnn_0 413_splitncnn_1 -23330=8,3,28,28,104,3,28,28,104
|
||||
Pooling GlobalAveragePool_29 1 1 413_splitncnn_1 414 -23330=4,1,104,1,1 0=1 4=1
|
||||
InnerProduct Conv_30 1 1 414 416 -23330=4,1,12,1,1 0=12 1=1 2=1248 9=1
|
||||
InnerProduct Conv_32 1 1 416 418 -23330=4,1,104,1,1 0=104 1=1 2=1248 9=4
|
||||
BinaryOp Mul_34 2 1 413_splitncnn_0 418 419 -23330=4,3,28,28,104 0=2
|
||||
Convolution Conv_35 1 1 419 421 -23330=4,3,28,28,104 0=104 1=1 5=1 6=10816
|
||||
BinaryOp Add_37 2 1 407 421 422 -23330=4,3,28,28,104
|
||||
ReLU Relu_38 1 1 422 423 -23330=4,3,28,28,104
|
||||
Split splitncnn_4 1 2 423 423_splitncnn_0 423_splitncnn_1 -23330=8,3,28,28,104,3,28,28,104
|
||||
Convolution Conv_39 1 1 423_splitncnn_1 426 -23330=4,3,28,28,104 0=104 1=1 5=1 6=10816 9=1
|
||||
ConvolutionDepthWise Conv_42 1 1 426 429 -23330=4,3,28,28,104 0=104 1=3 4=1 5=1 6=7488 7=13 9=1
|
||||
Split splitncnn_5 1 2 429 429_splitncnn_0 429_splitncnn_1 -23330=8,3,28,28,104,3,28,28,104
|
||||
Pooling GlobalAveragePool_45 1 1 429_splitncnn_1 430 -23330=4,1,104,1,1 0=1 4=1
|
||||
InnerProduct Conv_46 1 1 430 432 -23330=4,1,26,1,1 0=26 1=1 2=2704 9=1
|
||||
InnerProduct Conv_48 1 1 432 434 -23330=4,1,104,1,1 0=104 1=1 2=2704 9=4
|
||||
BinaryOp Mul_50 2 1 429_splitncnn_0 434 435 -23330=4,3,28,28,104 0=2
|
||||
Convolution Conv_51 1 1 435 437 -23330=4,3,28,28,104 0=104 1=1 5=1 6=10816
|
||||
BinaryOp Add_53 2 1 423_splitncnn_0 437 438 -23330=4,3,28,28,104
|
||||
ReLU Relu_54 1 1 438 439 -23330=4,3,28,28,104
|
||||
Split splitncnn_6 1 2 439 439_splitncnn_0 439_splitncnn_1 -23330=8,3,28,28,104,3,28,28,104
|
||||
Convolution Conv_55 1 1 439_splitncnn_1 442 -23330=4,3,28,28,104 0=104 1=1 5=1 6=10816 9=1
|
||||
ConvolutionDepthWise Conv_58 1 1 442 445 -23330=4,3,28,28,104 0=104 1=3 4=1 5=1 6=7488 7=13 9=1
|
||||
Split splitncnn_7 1 2 445 445_splitncnn_0 445_splitncnn_1 -23330=8,3,28,28,104,3,28,28,104
|
||||
Pooling GlobalAveragePool_61 1 1 445_splitncnn_1 446 -23330=4,1,104,1,1 0=1 4=1
|
||||
InnerProduct Conv_62 1 1 446 448 -23330=4,1,26,1,1 0=26 1=1 2=2704 9=1
|
||||
InnerProduct Conv_64 1 1 448 450 -23330=4,1,104,1,1 0=104 1=1 2=2704 9=4
|
||||
BinaryOp Mul_66 2 1 445_splitncnn_0 450 451 -23330=4,3,28,28,104 0=2
|
||||
Convolution Conv_67 1 1 451 453 -23330=4,3,28,28,104 0=104 1=1 5=1 6=10816
|
||||
BinaryOp Add_69 2 1 439_splitncnn_0 453 454 -23330=4,3,28,28,104
|
||||
ReLU Relu_70 1 1 454 455 -23330=4,3,28,28,104
|
||||
Split splitncnn_8 1 2 455 455_splitncnn_0 455_splitncnn_1 -23330=8,3,28,28,104,3,28,28,104
|
||||
Convolution Conv_71 1 1 455_splitncnn_1 457 -23330=4,3,14,14,208 0=208 1=1 3=2 5=1 6=21632
|
||||
Convolution Conv_73 1 1 455_splitncnn_0 460 -23330=4,3,28,28,208 0=208 1=1 5=1 6=21632 9=1
|
||||
ConvolutionDepthWise Conv_76 1 1 460 463 -23330=4,3,14,14,208 0=208 1=3 3=2 4=1 5=1 6=14976 7=26 9=1
|
||||
Split splitncnn_9 1 2 463 463_splitncnn_0 463_splitncnn_1 -23330=8,3,14,14,208,3,14,14,208
|
||||
Pooling GlobalAveragePool_79 1 1 463_splitncnn_1 464 -23330=4,1,208,1,1 0=1 4=1
|
||||
InnerProduct Conv_80 1 1 464 466 -23330=4,1,26,1,1 0=26 1=1 2=5408 9=1
|
||||
InnerProduct Conv_82 1 1 466 468 -23330=4,1,208,1,1 0=208 1=1 2=5408 9=4
|
||||
BinaryOp Mul_84 2 1 463_splitncnn_0 468 469 -23330=4,3,14,14,208 0=2
|
||||
Convolution Conv_85 1 1 469 471 -23330=4,3,14,14,208 0=208 1=1 5=1 6=43264
|
||||
BinaryOp Add_87 2 1 457 471 472 -23330=4,3,14,14,208
|
||||
ReLU Relu_88 1 1 472 473 -23330=4,3,14,14,208
|
||||
Split splitncnn_10 1 2 473 473_splitncnn_0 473_splitncnn_1 -23330=8,3,14,14,208,3,14,14,208
|
||||
Convolution Conv_89 1 1 473_splitncnn_1 476 -23330=4,3,14,14,208 0=208 1=1 5=1 6=43264 9=1
|
||||
ConvolutionDepthWise Conv_92 1 1 476 479 -23330=4,3,14,14,208 0=208 1=3 4=1 5=1 6=14976 7=26 9=1
|
||||
Split splitncnn_11 1 2 479 479_splitncnn_0 479_splitncnn_1 -23330=8,3,14,14,208,3,14,14,208
|
||||
Pooling GlobalAveragePool_95 1 1 479_splitncnn_1 480 -23330=4,1,208,1,1 0=1 4=1
|
||||
InnerProduct Conv_96 1 1 480 482 -23330=4,1,52,1,1 0=52 1=1 2=10816 9=1
|
||||
InnerProduct Conv_98 1 1 482 484 -23330=4,1,208,1,1 0=208 1=1 2=10816 9=4
|
||||
BinaryOp Mul_100 2 1 479_splitncnn_0 484 485 -23330=4,3,14,14,208 0=2
|
||||
Convolution Conv_101 1 1 485 487 -23330=4,3,14,14,208 0=208 1=1 5=1 6=43264
|
||||
BinaryOp Add_103 2 1 473_splitncnn_0 487 488 -23330=4,3,14,14,208
|
||||
ReLU Relu_104 1 1 488 489 -23330=4,3,14,14,208
|
||||
Split splitncnn_12 1 2 489 489_splitncnn_0 489_splitncnn_1 -23330=8,3,14,14,208,3,14,14,208
|
||||
Convolution Conv_105 1 1 489_splitncnn_1 492 -23330=4,3,14,14,208 0=208 1=1 5=1 6=43264 9=1
|
||||
ConvolutionDepthWise Conv_108 1 1 492 495 -23330=4,3,14,14,208 0=208 1=3 4=1 5=1 6=14976 7=26 9=1
|
||||
Split splitncnn_13 1 2 495 495_splitncnn_0 495_splitncnn_1 -23330=8,3,14,14,208,3,14,14,208
|
||||
Pooling GlobalAveragePool_111 1 1 495_splitncnn_1 496 -23330=4,1,208,1,1 0=1 4=1
|
||||
InnerProduct Conv_112 1 1 496 498 -23330=4,1,52,1,1 0=52 1=1 2=10816 9=1
|
||||
InnerProduct Conv_114 1 1 498 500 -23330=4,1,208,1,1 0=208 1=1 2=10816 9=4
|
||||
BinaryOp Mul_116 2 1 495_splitncnn_0 500 501 -23330=4,3,14,14,208 0=2
|
||||
Convolution Conv_117 1 1 501 503 -23330=4,3,14,14,208 0=208 1=1 5=1 6=43264
|
||||
BinaryOp Add_119 2 1 489_splitncnn_0 503 504 -23330=4,3,14,14,208
|
||||
ReLU Relu_120 1 1 504 505 -23330=4,3,14,14,208
|
||||
Split splitncnn_14 1 2 505 505_splitncnn_0 505_splitncnn_1 -23330=8,3,14,14,208,3,14,14,208
|
||||
Convolution Conv_121 1 1 505_splitncnn_1 508 -23330=4,3,14,14,208 0=208 1=1 5=1 6=43264 9=1
|
||||
ConvolutionDepthWise Conv_124 1 1 508 511 -23330=4,3,14,14,208 0=208 1=3 4=1 5=1 6=14976 7=26 9=1
|
||||
Split splitncnn_15 1 2 511 511_splitncnn_0 511_splitncnn_1 -23330=8,3,14,14,208,3,14,14,208
|
||||
Pooling GlobalAveragePool_127 1 1 511_splitncnn_1 512 -23330=4,1,208,1,1 0=1 4=1
|
||||
InnerProduct Conv_128 1 1 512 514 -23330=4,1,52,1,1 0=52 1=1 2=10816 9=1
|
||||
InnerProduct Conv_130 1 1 514 516 -23330=4,1,208,1,1 0=208 1=1 2=10816 9=4
|
||||
BinaryOp Mul_132 2 1 511_splitncnn_0 516 517 -23330=4,3,14,14,208 0=2
|
||||
Convolution Conv_133 1 1 517 519 -23330=4,3,14,14,208 0=208 1=1 5=1 6=43264
|
||||
BinaryOp Add_135 2 1 505_splitncnn_0 519 520 -23330=4,3,14,14,208
|
||||
ReLU Relu_136 1 1 520 521 -23330=4,3,14,14,208
|
||||
Split splitncnn_16 1 2 521 521_splitncnn_0 521_splitncnn_1 -23330=8,3,14,14,208,3,14,14,208
|
||||
Convolution Conv_137 1 1 521_splitncnn_1 524 -23330=4,3,14,14,208 0=208 1=1 5=1 6=43264 9=1
|
||||
ConvolutionDepthWise Conv_140 1 1 524 527 -23330=4,3,14,14,208 0=208 1=3 4=1 5=1 6=14976 7=26 9=1
|
||||
Split splitncnn_17 1 2 527 527_splitncnn_0 527_splitncnn_1 -23330=8,3,14,14,208,3,14,14,208
|
||||
Pooling GlobalAveragePool_143 1 1 527_splitncnn_1 528 -23330=4,1,208,1,1 0=1 4=1
|
||||
InnerProduct Conv_144 1 1 528 530 -23330=4,1,52,1,1 0=52 1=1 2=10816 9=1
|
||||
InnerProduct Conv_146 1 1 530 532 -23330=4,1,208,1,1 0=208 1=1 2=10816 9=4
|
||||
BinaryOp Mul_148 2 1 527_splitncnn_0 532 533 -23330=4,3,14,14,208 0=2
|
||||
Convolution Conv_149 1 1 533 535 -23330=4,3,14,14,208 0=208 1=1 5=1 6=43264
|
||||
BinaryOp Add_151 2 1 521_splitncnn_0 535 536 -23330=4,3,14,14,208
|
||||
ReLU Relu_152 1 1 536 537 -23330=4,3,14,14,208
|
||||
Split splitncnn_18 1 2 537 537_splitncnn_0 537_splitncnn_1 -23330=8,3,14,14,208,3,14,14,208
|
||||
Convolution Conv_153 1 1 537_splitncnn_1 540 -23330=4,3,14,14,208 0=208 1=1 5=1 6=43264 9=1
|
||||
ConvolutionDepthWise Conv_156 1 1 540 543 -23330=4,3,14,14,208 0=208 1=3 4=1 5=1 6=14976 7=26 9=1
|
||||
Split splitncnn_19 1 2 543 543_splitncnn_0 543_splitncnn_1 -23330=8,3,14,14,208,3,14,14,208
|
||||
Pooling GlobalAveragePool_159 1 1 543_splitncnn_1 544 -23330=4,1,208,1,1 0=1 4=1
|
||||
InnerProduct Conv_160 1 1 544 546 -23330=4,1,52,1,1 0=52 1=1 2=10816 9=1
|
||||
InnerProduct Conv_162 1 1 546 548 -23330=4,1,208,1,1 0=208 1=1 2=10816 9=4
|
||||
BinaryOp Mul_164 2 1 543_splitncnn_0 548 549 -23330=4,3,14,14,208 0=2
|
||||
Convolution Conv_165 1 1 549 551 -23330=4,3,14,14,208 0=208 1=1 5=1 6=43264
|
||||
BinaryOp Add_167 2 1 537_splitncnn_0 551 552 -23330=4,3,14,14,208
|
||||
ReLU Relu_168 1 1 552 553 -23330=4,3,14,14,208
|
||||
Split splitncnn_20 1 2 553 553_splitncnn_0 553_splitncnn_1 -23330=8,3,14,14,208,3,14,14,208
|
||||
Convolution Conv_169 1 1 553_splitncnn_1 555 -23330=4,3,7,7,440 0=440 1=1 3=2 5=1 6=91520
|
||||
Convolution Conv_171 1 1 553_splitncnn_0 558 -23330=4,3,14,14,440 0=440 1=1 5=1 6=91520 9=1
|
||||
ConvolutionDepthWise Conv_174 1 1 558 561 -23330=4,3,7,7,440 0=440 1=3 3=2 4=1 5=1 6=31680 7=55 9=1
|
||||
Split splitncnn_21 1 2 561 561_splitncnn_0 561_splitncnn_1 -23330=8,3,7,7,440,3,7,7,440
|
||||
Pooling GlobalAveragePool_177 1 1 561_splitncnn_1 562 -23330=4,1,440,1,1 0=1 4=1
|
||||
InnerProduct Conv_178 1 1 562 564 -23330=4,1,52,1,1 0=52 1=1 2=22880 9=1
|
||||
InnerProduct Conv_180 1 1 564 566 -23330=4,1,440,1,1 0=440 1=1 2=22880 9=4
|
||||
BinaryOp Mul_182 2 1 561_splitncnn_0 566 567 -23330=4,3,7,7,440 0=2
|
||||
Convolution Conv_183 1 1 567 569 -23330=4,3,7,7,440 0=440 1=1 5=1 6=193600
|
||||
BinaryOp Add_185 2 1 555 569 570 -23330=4,3,7,7,440
|
||||
ReLU Relu_186 1 1 570 571 -23330=4,3,7,7,440
|
||||
Split splitncnn_22 1 2 571 571_splitncnn_0 571_splitncnn_1 -23330=8,3,7,7,440,3,7,7,440
|
||||
Convolution Conv_187 1 1 571_splitncnn_1 574 -23330=4,3,7,7,440 0=440 1=1 5=1 6=193600 9=1
|
||||
ConvolutionDepthWise Conv_190 1 1 574 577 -23330=4,3,7,7,440 0=440 1=3 4=1 5=1 6=31680 7=55 9=1
|
||||
Split splitncnn_23 1 2 577 577_splitncnn_0 577_splitncnn_1 -23330=8,3,7,7,440,3,7,7,440
|
||||
Pooling GlobalAveragePool_193 1 1 577_splitncnn_1 578 -23330=4,1,440,1,1 0=1 4=1
|
||||
InnerProduct Conv_194 1 1 578 580 -23330=4,1,110,1,1 0=110 1=1 2=48400 9=1
|
||||
InnerProduct Conv_196 1 1 580 582 -23330=4,1,440,1,1 0=440 1=1 2=48400 9=4
|
||||
BinaryOp Mul_198 2 1 577_splitncnn_0 582 583 -23330=4,3,7,7,440 0=2
|
||||
Convolution Conv_199 1 1 583 585 -23330=4,3,7,7,440 0=440 1=1 5=1 6=193600
|
||||
BinaryOp Add_201 2 1 571_splitncnn_0 585 586 -23330=4,3,7,7,440
|
||||
ReLU Relu_202 1 1 586 587 -23330=4,3,7,7,440
|
||||
Split splitncnn_24 1 2 587 587_splitncnn_0 587_splitncnn_1 -23330=8,3,7,7,440,3,7,7,440
|
||||
Convolution Conv_203 1 1 587_splitncnn_1 590 -23330=4,3,7,7,440 0=440 1=1 5=1 6=193600 9=1
|
||||
ConvolutionDepthWise Conv_206 1 1 590 593 -23330=4,3,7,7,440 0=440 1=3 4=1 5=1 6=31680 7=55 9=1
|
||||
Split splitncnn_25 1 2 593 593_splitncnn_0 593_splitncnn_1 -23330=8,3,7,7,440,3,7,7,440
|
||||
Pooling GlobalAveragePool_209 1 1 593_splitncnn_1 594 -23330=4,1,440,1,1 0=1 4=1
|
||||
InnerProduct Conv_210 1 1 594 596 -23330=4,1,110,1,1 0=110 1=1 2=48400 9=1
|
||||
InnerProduct Conv_212 1 1 596 598 -23330=4,1,440,1,1 0=440 1=1 2=48400 9=4
|
||||
BinaryOp Mul_214 2 1 593_splitncnn_0 598 599 -23330=4,3,7,7,440 0=2
|
||||
Convolution Conv_215 1 1 599 601 -23330=4,3,7,7,440 0=440 1=1 5=1 6=193600
|
||||
BinaryOp Add_217 2 1 587_splitncnn_0 601 602 -23330=4,3,7,7,440
|
||||
ReLU Relu_218 1 1 602 603 -23330=4,3,7,7,440
|
||||
Split splitncnn_26 1 2 603 603_splitncnn_0 603_splitncnn_1 -23330=8,3,7,7,440,3,7,7,440
|
||||
Convolution Conv_219 1 1 603_splitncnn_1 606 -23330=4,3,7,7,440 0=440 1=1 5=1 6=193600 9=1
|
||||
ConvolutionDepthWise Conv_222 1 1 606 609 -23330=4,3,7,7,440 0=440 1=3 4=1 5=1 6=31680 7=55 9=1
|
||||
Split splitncnn_27 1 2 609 609_splitncnn_0 609_splitncnn_1 -23330=8,3,7,7,440,3,7,7,440
|
||||
Pooling GlobalAveragePool_225 1 1 609_splitncnn_1 610 -23330=4,1,440,1,1 0=1 4=1
|
||||
InnerProduct Conv_226 1 1 610 612 -23330=4,1,110,1,1 0=110 1=1 2=48400 9=1
|
||||
InnerProduct Conv_228 1 1 612 614 -23330=4,1,440,1,1 0=440 1=1 2=48400 9=4
|
||||
BinaryOp Mul_230 2 1 609_splitncnn_0 614 615 -23330=4,3,7,7,440 0=2
|
||||
Convolution Conv_231 1 1 615 617 -23330=4,3,7,7,440 0=440 1=1 5=1 6=193600
|
||||
BinaryOp Add_233 2 1 603_splitncnn_0 617 618 -23330=4,3,7,7,440
|
||||
ReLU Relu_234 1 1 618 619 -23330=4,3,7,7,440
|
||||
Split splitncnn_28 1 2 619 619_splitncnn_0 619_splitncnn_1 -23330=8,3,7,7,440,3,7,7,440
|
||||
Convolution Conv_235 1 1 619_splitncnn_1 622 -23330=4,3,7,7,440 0=440 1=1 5=1 6=193600 9=1
|
||||
ConvolutionDepthWise Conv_238 1 1 622 625 -23330=4,3,7,7,440 0=440 1=3 4=1 5=1 6=31680 7=55 9=1
|
||||
Split splitncnn_29 1 2 625 625_splitncnn_0 625_splitncnn_1 -23330=8,3,7,7,440,3,7,7,440
|
||||
Pooling GlobalAveragePool_241 1 1 625_splitncnn_1 626 -23330=4,1,440,1,1 0=1 4=1
|
||||
InnerProduct Conv_242 1 1 626 628 -23330=4,1,110,1,1 0=110 1=1 2=48400 9=1
|
||||
InnerProduct Conv_244 1 1 628 630 -23330=4,1,440,1,1 0=440 1=1 2=48400 9=4
|
||||
BinaryOp Mul_246 2 1 625_splitncnn_0 630 631 -23330=4,3,7,7,440 0=2
|
||||
Convolution Conv_247 1 1 631 633 -23330=4,3,7,7,440 0=440 1=1 5=1 6=193600
|
||||
BinaryOp Add_249 2 1 619_splitncnn_0 633 634 -23330=4,3,7,7,440
|
||||
ReLU Relu_250 1 1 634 635 -23330=4,3,7,7,440
|
||||
Split splitncnn_30 1 2 635 635_splitncnn_0 635_splitncnn_1 -23330=8,3,7,7,440,3,7,7,440
|
||||
Convolution Conv_251 1 1 635_splitncnn_1 638 -23330=4,3,7,7,440 0=440 1=1 5=1 6=193600 9=1
|
||||
ConvolutionDepthWise Conv_254 1 1 638 641 -23330=4,3,7,7,440 0=440 1=3 4=1 5=1 6=31680 7=55 9=1
|
||||
Split splitncnn_31 1 2 641 641_splitncnn_0 641_splitncnn_1 -23330=8,3,7,7,440,3,7,7,440
|
||||
Pooling GlobalAveragePool_257 1 1 641_splitncnn_1 642 -23330=4,1,440,1,1 0=1 4=1
|
||||
InnerProduct Conv_258 1 1 642 644 -23330=4,1,110,1,1 0=110 1=1 2=48400 9=1
|
||||
InnerProduct Conv_260 1 1 644 646 -23330=4,1,440,1,1 0=440 1=1 2=48400 9=4
|
||||
BinaryOp Mul_262 2 1 641_splitncnn_0 646 647 -23330=4,3,7,7,440 0=2
|
||||
Convolution Conv_263 1 1 647 649 -23330=4,3,7,7,440 0=440 1=1 5=1 6=193600
|
||||
BinaryOp Add_265 2 1 635_splitncnn_0 649 650 -23330=4,3,7,7,440
|
||||
ReLU Relu_266 1 1 650 651 -23330=4,3,7,7,440
|
||||
Pooling GlobalAveragePool_267 1 1 651 660 -23330=4,1,440,1,1 0=1 4=1
|
||||
InnerProduct Gemm_274 1 1 660 661 -23330=4,1,1000,1,1 0=1000 1=1 2=440000
|
||||
Softmax prob 1 1 661 output -23330=4,1,1000,1,1
|
||||
52
3rdparty/ncnn/benchmark/resnet18.param
vendored
Normal file
52
3rdparty/ncnn/benchmark/resnet18.param
vendored
Normal file
@ -0,0 +1,52 @@
|
||||
7767517
|
||||
50 58
|
||||
Input data 0 1 data -23330=4,3,224,224,3 0=224 1=224 2=3
|
||||
Convolution conv1 1 1 data conv1_conv1_relu -23330=4,3,112,112,64 0=64 1=7 3=2 4=3 5=1 6=9408 9=1
|
||||
Pooling pool1 1 1 conv1_conv1_relu pool1 -23330=4,3,56,56,64 1=3 2=2
|
||||
Split splitncnn_0 1 2 pool1 pool1_splitncnn_0 pool1_splitncnn_1 -23330=8,3,56,56,64,3,56,56,64
|
||||
Convolution res2a_branch1 1 1 pool1_splitncnn_1 res2a_branch1_scale2a_branch1 -23330=4,3,56,56,64 0=64 1=1 5=1 6=4096
|
||||
Convolution res2a_branch2a 1 1 pool1_splitncnn_0 res2a_branch2a_res2a_branch2a_relu -23330=4,3,56,56,64 0=64 1=3 4=1 5=1 6=36864 9=1
|
||||
Convolution res2a_branch2b 1 1 res2a_branch2a_res2a_branch2a_relu res2a_branch2b_scale2a_branch2b -23330=4,3,56,56,64 0=64 1=3 4=1 5=1 6=36864
|
||||
Eltwise res2a 2 1 res2a_branch1_scale2a_branch1 res2a_branch2b_scale2a_branch2b res2a -23330=4,3,56,56,64 0=1
|
||||
ReLU res2a_relu 1 1 res2a res2a_res2a_relu -23330=4,3,56,56,64
|
||||
Split splitncnn_1 1 2 res2a_res2a_relu res2a_res2a_relu_splitncnn_0 res2a_res2a_relu_splitncnn_1 -23330=8,3,56,56,64,3,56,56,64
|
||||
Convolution res2b_branch2a 1 1 res2a_res2a_relu_splitncnn_1 res2b_branch2a_res2b_branch2a_relu -23330=4,3,56,56,64 0=64 1=3 4=1 5=1 6=36864 9=1
|
||||
Convolution res2b_branch2b 1 1 res2b_branch2a_res2b_branch2a_relu res2b_branch2b_scale2b_branch2b -23330=4,3,56,56,64 0=64 1=3 4=1 5=1 6=36864
|
||||
Eltwise res2b 2 1 res2a_res2a_relu_splitncnn_0 res2b_branch2b_scale2b_branch2b res2b -23330=4,3,56,56,64 0=1
|
||||
ReLU res2b_relu 1 1 res2b res2b_res2b_relu -23330=4,3,56,56,64
|
||||
Split splitncnn_2 1 2 res2b_res2b_relu res2b_res2b_relu_splitncnn_0 res2b_res2b_relu_splitncnn_1 -23330=8,3,56,56,64,3,56,56,64
|
||||
Convolution res3a_branch1 1 1 res2b_res2b_relu_splitncnn_1 res3a_branch1_scale3a_branch1 -23330=4,3,28,28,128 0=128 1=1 3=2 5=1 6=8192
|
||||
Convolution res3a_branch2a 1 1 res2b_res2b_relu_splitncnn_0 res3a_branch2a_res3a_branch2a_relu -23330=4,3,28,28,128 0=128 1=3 3=2 4=1 5=1 6=73728 9=1
|
||||
Convolution res3a_branch2b 1 1 res3a_branch2a_res3a_branch2a_relu res3a_branch2b_scale3a_branch2b -23330=4,3,28,28,128 0=128 1=3 4=1 5=1 6=147456
|
||||
Eltwise res3a 2 1 res3a_branch1_scale3a_branch1 res3a_branch2b_scale3a_branch2b res3a -23330=4,3,28,28,128 0=1
|
||||
ReLU res3a_relu 1 1 res3a res3a_res3a_relu -23330=4,3,28,28,128
|
||||
Split splitncnn_3 1 2 res3a_res3a_relu res3a_res3a_relu_splitncnn_0 res3a_res3a_relu_splitncnn_1 -23330=8,3,28,28,128,3,28,28,128
|
||||
Convolution res3b_branch2a 1 1 res3a_res3a_relu_splitncnn_1 res3b_branch2a_res3b_branch2a_relu -23330=4,3,28,28,128 0=128 1=3 4=1 5=1 6=147456 9=1
|
||||
Convolution res3b_branch2b 1 1 res3b_branch2a_res3b_branch2a_relu res3b_branch2b_scale3b_branch2b -23330=4,3,28,28,128 0=128 1=3 4=1 5=1 6=147456
|
||||
Eltwise res3b 2 1 res3a_res3a_relu_splitncnn_0 res3b_branch2b_scale3b_branch2b res3b -23330=4,3,28,28,128 0=1
|
||||
ReLU res3b_relu 1 1 res3b res3b_res3b_relu -23330=4,3,28,28,128
|
||||
Split splitncnn_4 1 2 res3b_res3b_relu res3b_res3b_relu_splitncnn_0 res3b_res3b_relu_splitncnn_1 -23330=8,3,28,28,128,3,28,28,128
|
||||
Convolution res4a_branch1 1 1 res3b_res3b_relu_splitncnn_1 res4a_branch1_scale4a_branch1 -23330=4,3,14,14,256 0=256 1=1 3=2 5=1 6=32768
|
||||
Convolution res4a_branch2a 1 1 res3b_res3b_relu_splitncnn_0 res4a_branch2a_res4a_branch2a_relu -23330=4,3,14,14,256 0=256 1=3 3=2 4=1 5=1 6=294912 9=1
|
||||
Convolution res4a_branch2b 1 1 res4a_branch2a_res4a_branch2a_relu res4a_branch2b_scale4a_branch2b -23330=4,3,14,14,256 0=256 1=3 4=1 5=1 6=589824
|
||||
Eltwise res4a 2 1 res4a_branch1_scale4a_branch1 res4a_branch2b_scale4a_branch2b res4a -23330=4,3,14,14,256 0=1
|
||||
ReLU res4a_relu 1 1 res4a res4a_res4a_relu -23330=4,3,14,14,256
|
||||
Split splitncnn_5 1 2 res4a_res4a_relu res4a_res4a_relu_splitncnn_0 res4a_res4a_relu_splitncnn_1 -23330=8,3,14,14,256,3,14,14,256
|
||||
Convolution res4b_branch2a 1 1 res4a_res4a_relu_splitncnn_1 res4b_branch2a_res4b_branch2a_relu -23330=4,3,14,14,256 0=256 1=3 4=1 5=1 6=589824 9=1
|
||||
Convolution res4b_branch2b 1 1 res4b_branch2a_res4b_branch2a_relu res4b_branch2b_scale4b_branch2b -23330=4,3,14,14,256 0=256 1=3 4=1 5=1 6=589824
|
||||
Eltwise res4b 2 1 res4a_res4a_relu_splitncnn_0 res4b_branch2b_scale4b_branch2b res4b -23330=4,3,14,14,256 0=1
|
||||
ReLU res4b_relu 1 1 res4b res4b_res4b_relu -23330=4,3,14,14,256
|
||||
Split splitncnn_6 1 2 res4b_res4b_relu res4b_res4b_relu_splitncnn_0 res4b_res4b_relu_splitncnn_1 -23330=8,3,14,14,256,3,14,14,256
|
||||
Convolution res5a_branch1 1 1 res4b_res4b_relu_splitncnn_1 res5a_branch1_scale5a_branch1 -23330=4,3,7,7,512 0=512 1=1 3=2 5=1 6=131072
|
||||
Convolution res5a_branch2a 1 1 res4b_res4b_relu_splitncnn_0 res5a_branch2a_res5a_branch2a_relu -23330=4,3,7,7,512 0=512 1=3 3=2 4=1 5=1 6=1179648 9=1
|
||||
Convolution res5a_branch2b 1 1 res5a_branch2a_res5a_branch2a_relu res5a_branch2b_scale5a_branch2b -23330=4,3,7,7,512 0=512 1=3 4=1 5=1 6=2359296
|
||||
Eltwise res5a 2 1 res5a_branch1_scale5a_branch1 res5a_branch2b_scale5a_branch2b res5a -23330=4,3,7,7,512 0=1
|
||||
ReLU res5a_relu 1 1 res5a res5a_res5a_relu -23330=4,3,7,7,512
|
||||
Split splitncnn_7 1 2 res5a_res5a_relu res5a_res5a_relu_splitncnn_0 res5a_res5a_relu_splitncnn_1 -23330=8,3,7,7,512,3,7,7,512
|
||||
Convolution res5b_branch2a 1 1 res5a_res5a_relu_splitncnn_1 res5b_branch2a_res5b_branch2a_relu -23330=4,3,7,7,512 0=512 1=3 4=1 5=1 6=2359296 9=1
|
||||
Convolution res5b_branch2b 1 1 res5b_branch2a_res5b_branch2a_relu res5b_branch2b_scale5b_branch2b -23330=4,3,7,7,512 0=512 1=3 4=1 5=1 6=2359296
|
||||
Eltwise res5b 2 1 res5a_res5a_relu_splitncnn_0 res5b_branch2b_scale5b_branch2b res5b -23330=4,3,7,7,512 0=1
|
||||
ReLU res5b_relu 1 1 res5b res5b_res5b_relu -23330=4,3,7,7,512
|
||||
Pooling pool5 1 1 res5b_res5b_relu pool5 -23330=4,3,1,1,512 0=1 1=7
|
||||
InnerProduct fc1000 1 1 pool5 fc1000 -23330=4,1,1000,1,1 0=1000 1=1 2=512000
|
||||
Softmax prob 1 1 fc1000 output -23330=4,1,1000,1,1
|
||||
52
3rdparty/ncnn/benchmark/resnet18_int8.param
vendored
Normal file
52
3rdparty/ncnn/benchmark/resnet18_int8.param
vendored
Normal file
@ -0,0 +1,52 @@
|
||||
7767517
|
||||
50 58
|
||||
Input data 0 1 data 0=224 1=224 2=3
|
||||
Convolution conv1 1 1 data conv1_conv1_relu 0=64 1=7 3=2 4=3 5=1 6=9408 8=2 9=1
|
||||
Pooling pool1 1 1 conv1_conv1_relu pool1 1=3 2=2
|
||||
Split splitncnn_0 1 2 pool1 pool1_splitncnn_0 pool1_splitncnn_1
|
||||
Convolution res2a_branch1 1 1 pool1_splitncnn_1 res2a_branch1_scale2a_branch1 0=64 1=1 5=1 6=4096 8=2
|
||||
Convolution res2a_branch2a 1 1 pool1_splitncnn_0 res2a_branch2a_res2a_branch2a_relu 0=64 1=3 4=1 5=1 6=36864 8=102 9=1
|
||||
Convolution res2a_branch2b 1 1 res2a_branch2a_res2a_branch2a_relu res2a_branch2b_scale2a_branch2b 0=64 1=3 4=1 5=1 6=36864 8=2
|
||||
Eltwise res2a 2 1 res2a_branch1_scale2a_branch1 res2a_branch2b_scale2a_branch2b res2a 0=1
|
||||
ReLU res2a_relu 1 1 res2a res2a_res2a_relu
|
||||
Split splitncnn_1 1 2 res2a_res2a_relu res2a_res2a_relu_splitncnn_0 res2a_res2a_relu_splitncnn_1
|
||||
Convolution res2b_branch2a 1 1 res2a_res2a_relu_splitncnn_1 res2b_branch2a_res2b_branch2a_relu 0=64 1=3 4=1 5=1 6=36864 8=102 9=1
|
||||
Convolution res2b_branch2b 1 1 res2b_branch2a_res2b_branch2a_relu res2b_branch2b_scale2b_branch2b 0=64 1=3 4=1 5=1 6=36864 8=2
|
||||
Eltwise res2b 2 1 res2a_res2a_relu_splitncnn_0 res2b_branch2b_scale2b_branch2b res2b 0=1
|
||||
ReLU res2b_relu 1 1 res2b res2b_res2b_relu
|
||||
Split splitncnn_2 1 2 res2b_res2b_relu res2b_res2b_relu_splitncnn_0 res2b_res2b_relu_splitncnn_1
|
||||
Convolution res3a_branch1 1 1 res2b_res2b_relu_splitncnn_1 res3a_branch1_scale3a_branch1 0=128 1=1 3=2 5=1 6=8192 8=2
|
||||
Convolution res3a_branch2a 1 1 res2b_res2b_relu_splitncnn_0 res3a_branch2a_res3a_branch2a_relu 0=128 1=3 3=2 4=1 5=1 6=73728 8=102 9=1
|
||||
Convolution res3a_branch2b 1 1 res3a_branch2a_res3a_branch2a_relu res3a_branch2b_scale3a_branch2b 0=128 1=3 4=1 5=1 6=147456 8=2
|
||||
Eltwise res3a 2 1 res3a_branch1_scale3a_branch1 res3a_branch2b_scale3a_branch2b res3a 0=1
|
||||
ReLU res3a_relu 1 1 res3a res3a_res3a_relu
|
||||
Split splitncnn_3 1 2 res3a_res3a_relu res3a_res3a_relu_splitncnn_0 res3a_res3a_relu_splitncnn_1
|
||||
Convolution res3b_branch2a 1 1 res3a_res3a_relu_splitncnn_1 res3b_branch2a_res3b_branch2a_relu 0=128 1=3 4=1 5=1 6=147456 8=102 9=1
|
||||
Convolution res3b_branch2b 1 1 res3b_branch2a_res3b_branch2a_relu res3b_branch2b_scale3b_branch2b 0=128 1=3 4=1 5=1 6=147456 8=2
|
||||
Eltwise res3b 2 1 res3a_res3a_relu_splitncnn_0 res3b_branch2b_scale3b_branch2b res3b 0=1
|
||||
ReLU res3b_relu 1 1 res3b res3b_res3b_relu
|
||||
Split splitncnn_4 1 2 res3b_res3b_relu res3b_res3b_relu_splitncnn_0 res3b_res3b_relu_splitncnn_1
|
||||
Convolution res4a_branch1 1 1 res3b_res3b_relu_splitncnn_1 res4a_branch1_scale4a_branch1 0=256 1=1 3=2 5=1 6=32768 8=2
|
||||
Convolution res4a_branch2a 1 1 res3b_res3b_relu_splitncnn_0 res4a_branch2a_res4a_branch2a_relu 0=256 1=3 3=2 4=1 5=1 6=294912 8=102 9=1
|
||||
Convolution res4a_branch2b 1 1 res4a_branch2a_res4a_branch2a_relu res4a_branch2b_scale4a_branch2b 0=256 1=3 4=1 5=1 6=589824 8=2
|
||||
Eltwise res4a 2 1 res4a_branch1_scale4a_branch1 res4a_branch2b_scale4a_branch2b res4a 0=1
|
||||
ReLU res4a_relu 1 1 res4a res4a_res4a_relu
|
||||
Split splitncnn_5 1 2 res4a_res4a_relu res4a_res4a_relu_splitncnn_0 res4a_res4a_relu_splitncnn_1
|
||||
Convolution res4b_branch2a 1 1 res4a_res4a_relu_splitncnn_1 res4b_branch2a_res4b_branch2a_relu 0=256 1=3 4=1 5=1 6=589824 8=102 9=1
|
||||
Convolution res4b_branch2b 1 1 res4b_branch2a_res4b_branch2a_relu res4b_branch2b_scale4b_branch2b 0=256 1=3 4=1 5=1 6=589824 8=2
|
||||
Eltwise res4b 2 1 res4a_res4a_relu_splitncnn_0 res4b_branch2b_scale4b_branch2b res4b 0=1
|
||||
ReLU res4b_relu 1 1 res4b res4b_res4b_relu
|
||||
Split splitncnn_6 1 2 res4b_res4b_relu res4b_res4b_relu_splitncnn_0 res4b_res4b_relu_splitncnn_1
|
||||
Convolution res5a_branch1 1 1 res4b_res4b_relu_splitncnn_1 res5a_branch1_scale5a_branch1 0=512 1=1 3=2 5=1 6=131072 8=2
|
||||
Convolution res5a_branch2a 1 1 res4b_res4b_relu_splitncnn_0 res5a_branch2a_res5a_branch2a_relu 0=512 1=3 3=2 4=1 5=1 6=1179648 8=102 9=1
|
||||
Convolution res5a_branch2b 1 1 res5a_branch2a_res5a_branch2a_relu res5a_branch2b_scale5a_branch2b 0=512 1=3 4=1 5=1 6=2359296 8=2
|
||||
Eltwise res5a 2 1 res5a_branch1_scale5a_branch1 res5a_branch2b_scale5a_branch2b res5a 0=1
|
||||
ReLU res5a_relu 1 1 res5a res5a_res5a_relu
|
||||
Split splitncnn_7 1 2 res5a_res5a_relu res5a_res5a_relu_splitncnn_0 res5a_res5a_relu_splitncnn_1
|
||||
Convolution res5b_branch2a 1 1 res5a_res5a_relu_splitncnn_1 res5b_branch2a_res5b_branch2a_relu 0=512 1=3 4=1 5=1 6=2359296 8=102 9=1
|
||||
Convolution res5b_branch2b 1 1 res5b_branch2a_res5b_branch2a_relu res5b_branch2b_scale5b_branch2b 0=512 1=3 4=1 5=1 6=2359296 8=2
|
||||
Eltwise res5b 2 1 res5a_res5a_relu_splitncnn_0 res5b_branch2b_scale5b_branch2b res5b 0=1
|
||||
ReLU res5b_relu 1 1 res5b res5b_res5b_relu
|
||||
Pooling pool5 1 1 res5b_res5b_relu pool5 0=1 1=7
|
||||
InnerProduct fc1000 1 1 pool5 fc1000 0=1000 1=1 2=512000
|
||||
Softmax prob 1 1 fc1000 output
|
||||
108
3rdparty/ncnn/benchmark/resnet50.param
vendored
Normal file
108
3rdparty/ncnn/benchmark/resnet50.param
vendored
Normal file
@ -0,0 +1,108 @@
|
||||
7767517
|
||||
106 122
|
||||
Input data 0 1 data -23330=4,3,224,224,3 0=224 1=224 2=3
|
||||
Convolution conv1 1 1 data conv1_conv1_relu -23330=4,3,112,112,64 0=64 1=7 3=2 4=3 5=1 6=9408 9=1
|
||||
Pooling pool1 1 1 conv1_conv1_relu pool1 -23330=4,3,56,56,64 1=3 2=2
|
||||
Split splitncnn_0 1 2 pool1 pool1_splitncnn_0 pool1_splitncnn_1 -23330=8,3,56,56,64,3,56,56,64
|
||||
Convolution res2a_branch1 1 1 pool1_splitncnn_1 res2a_branch1_scale2a_branch1 -23330=4,3,56,56,256 0=256 1=1 5=1 6=16384
|
||||
Convolution res2a_branch2a 1 1 pool1_splitncnn_0 res2a_branch2a_res2a_branch2a_relu -23330=4,3,56,56,64 0=64 1=1 5=1 6=4096 9=1
|
||||
Convolution res2a_branch2b 1 1 res2a_branch2a_res2a_branch2a_relu res2a_branch2b_res2a_branch2b_relu -23330=4,3,56,56,64 0=64 1=3 4=1 5=1 6=36864 9=1
|
||||
Convolution res2a_branch2c 1 1 res2a_branch2b_res2a_branch2b_relu res2a_branch2c_scale2a_branch2c -23330=4,3,56,56,256 0=256 1=1 5=1 6=16384
|
||||
Eltwise res2a 2 1 res2a_branch1_scale2a_branch1 res2a_branch2c_scale2a_branch2c res2a -23330=4,3,56,56,256 0=1
|
||||
ReLU res2a_relu 1 1 res2a res2a_res2a_relu -23330=4,3,56,56,256
|
||||
Split splitncnn_1 1 2 res2a_res2a_relu res2a_res2a_relu_splitncnn_0 res2a_res2a_relu_splitncnn_1 -23330=8,3,56,56,256,3,56,56,256
|
||||
Convolution res2b_branch2a 1 1 res2a_res2a_relu_splitncnn_1 res2b_branch2a_res2b_branch2a_relu -23330=4,3,56,56,64 0=64 1=1 5=1 6=16384 9=1
|
||||
Convolution res2b_branch2b 1 1 res2b_branch2a_res2b_branch2a_relu res2b_branch2b_res2b_branch2b_relu -23330=4,3,56,56,64 0=64 1=3 4=1 5=1 6=36864 9=1
|
||||
Convolution res2b_branch2c 1 1 res2b_branch2b_res2b_branch2b_relu res2b_branch2c_scale2b_branch2c -23330=4,3,56,56,256 0=256 1=1 5=1 6=16384
|
||||
Eltwise res2b 2 1 res2a_res2a_relu_splitncnn_0 res2b_branch2c_scale2b_branch2c res2b -23330=4,3,56,56,256 0=1
|
||||
ReLU res2b_relu 1 1 res2b res2b_res2b_relu -23330=4,3,56,56,256
|
||||
Split splitncnn_2 1 2 res2b_res2b_relu res2b_res2b_relu_splitncnn_0 res2b_res2b_relu_splitncnn_1 -23330=8,3,56,56,256,3,56,56,256
|
||||
Convolution res2c_branch2a 1 1 res2b_res2b_relu_splitncnn_1 res2c_branch2a_res2c_branch2a_relu -23330=4,3,56,56,64 0=64 1=1 5=1 6=16384 9=1
|
||||
Convolution res2c_branch2b 1 1 res2c_branch2a_res2c_branch2a_relu res2c_branch2b_res2c_branch2b_relu -23330=4,3,56,56,64 0=64 1=3 4=1 5=1 6=36864 9=1
|
||||
Convolution res2c_branch2c 1 1 res2c_branch2b_res2c_branch2b_relu res2c_branch2c_scale2c_branch2c -23330=4,3,56,56,256 0=256 1=1 5=1 6=16384
|
||||
Eltwise res2c 2 1 res2b_res2b_relu_splitncnn_0 res2c_branch2c_scale2c_branch2c res2c -23330=4,3,56,56,256 0=1
|
||||
ReLU res2c_relu 1 1 res2c res2c_res2c_relu -23330=4,3,56,56,256
|
||||
Split splitncnn_3 1 2 res2c_res2c_relu res2c_res2c_relu_splitncnn_0 res2c_res2c_relu_splitncnn_1 -23330=8,3,56,56,256,3,56,56,256
|
||||
Convolution res3a_branch1 1 1 res2c_res2c_relu_splitncnn_1 res3a_branch1_scale3a_branch1 -23330=4,3,28,28,512 0=512 1=1 3=2 5=1 6=131072
|
||||
Convolution res3a_branch2a 1 1 res2c_res2c_relu_splitncnn_0 res3a_branch2a_res3a_branch2a_relu -23330=4,3,28,28,128 0=128 1=1 3=2 5=1 6=32768 9=1
|
||||
Convolution res3a_branch2b 1 1 res3a_branch2a_res3a_branch2a_relu res3a_branch2b_res3a_branch2b_relu -23330=4,3,28,28,128 0=128 1=3 4=1 5=1 6=147456 9=1
|
||||
Convolution res3a_branch2c 1 1 res3a_branch2b_res3a_branch2b_relu res3a_branch2c_scale3a_branch2c -23330=4,3,28,28,512 0=512 1=1 5=1 6=65536
|
||||
Eltwise res3a 2 1 res3a_branch1_scale3a_branch1 res3a_branch2c_scale3a_branch2c res3a -23330=4,3,28,28,512 0=1
|
||||
ReLU res3a_relu 1 1 res3a res3a_res3a_relu -23330=4,3,28,28,512
|
||||
Split splitncnn_4 1 2 res3a_res3a_relu res3a_res3a_relu_splitncnn_0 res3a_res3a_relu_splitncnn_1 -23330=8,3,28,28,512,3,28,28,512
|
||||
Convolution res3b_branch2a 1 1 res3a_res3a_relu_splitncnn_1 res3b_branch2a_res3b_branch2a_relu -23330=4,3,28,28,128 0=128 1=1 5=1 6=65536 9=1
|
||||
Convolution res3b_branch2b 1 1 res3b_branch2a_res3b_branch2a_relu res3b_branch2b_res3b_branch2b_relu -23330=4,3,28,28,128 0=128 1=3 4=1 5=1 6=147456 9=1
|
||||
Convolution res3b_branch2c 1 1 res3b_branch2b_res3b_branch2b_relu res3b_branch2c_scale3b_branch2c -23330=4,3,28,28,512 0=512 1=1 5=1 6=65536
|
||||
Eltwise res3b 2 1 res3a_res3a_relu_splitncnn_0 res3b_branch2c_scale3b_branch2c res3b -23330=4,3,28,28,512 0=1
|
||||
ReLU res3b_relu 1 1 res3b res3b_res3b_relu -23330=4,3,28,28,512
|
||||
Split splitncnn_5 1 2 res3b_res3b_relu res3b_res3b_relu_splitncnn_0 res3b_res3b_relu_splitncnn_1 -23330=8,3,28,28,512,3,28,28,512
|
||||
Convolution res3c_branch2a 1 1 res3b_res3b_relu_splitncnn_1 res3c_branch2a_res3c_branch2a_relu -23330=4,3,28,28,128 0=128 1=1 5=1 6=65536 9=1
|
||||
Convolution res3c_branch2b 1 1 res3c_branch2a_res3c_branch2a_relu res3c_branch2b_res3c_branch2b_relu -23330=4,3,28,28,128 0=128 1=3 4=1 5=1 6=147456 9=1
|
||||
Convolution res3c_branch2c 1 1 res3c_branch2b_res3c_branch2b_relu res3c_branch2c_scale3c_branch2c -23330=4,3,28,28,512 0=512 1=1 5=1 6=65536
|
||||
Eltwise res3c 2 1 res3b_res3b_relu_splitncnn_0 res3c_branch2c_scale3c_branch2c res3c -23330=4,3,28,28,512 0=1
|
||||
ReLU res3c_relu 1 1 res3c res3c_res3c_relu -23330=4,3,28,28,512
|
||||
Split splitncnn_6 1 2 res3c_res3c_relu res3c_res3c_relu_splitncnn_0 res3c_res3c_relu_splitncnn_1 -23330=8,3,28,28,512,3,28,28,512
|
||||
Convolution res3d_branch2a 1 1 res3c_res3c_relu_splitncnn_1 res3d_branch2a_res3d_branch2a_relu -23330=4,3,28,28,128 0=128 1=1 5=1 6=65536 9=1
|
||||
Convolution res3d_branch2b 1 1 res3d_branch2a_res3d_branch2a_relu res3d_branch2b_res3d_branch2b_relu -23330=4,3,28,28,128 0=128 1=3 4=1 5=1 6=147456 9=1
|
||||
Convolution res3d_branch2c 1 1 res3d_branch2b_res3d_branch2b_relu res3d_branch2c_scale3d_branch2c -23330=4,3,28,28,512 0=512 1=1 5=1 6=65536
|
||||
Eltwise res3d 2 1 res3c_res3c_relu_splitncnn_0 res3d_branch2c_scale3d_branch2c res3d -23330=4,3,28,28,512 0=1
|
||||
ReLU res3d_relu 1 1 res3d res3d_res3d_relu -23330=4,3,28,28,512
|
||||
Split splitncnn_7 1 2 res3d_res3d_relu res3d_res3d_relu_splitncnn_0 res3d_res3d_relu_splitncnn_1 -23330=8,3,28,28,512,3,28,28,512
|
||||
Convolution res4a_branch1 1 1 res3d_res3d_relu_splitncnn_1 res4a_branch1_scale4a_branch1 -23330=4,3,14,14,1024 0=1024 1=1 3=2 5=1 6=524288
|
||||
Convolution res4a_branch2a 1 1 res3d_res3d_relu_splitncnn_0 res4a_branch2a_res4a_branch2a_relu -23330=4,3,14,14,256 0=256 1=1 3=2 5=1 6=131072 9=1
|
||||
Convolution res4a_branch2b 1 1 res4a_branch2a_res4a_branch2a_relu res4a_branch2b_res4a_branch2b_relu -23330=4,3,14,14,256 0=256 1=3 4=1 5=1 6=589824 9=1
|
||||
Convolution res4a_branch2c 1 1 res4a_branch2b_res4a_branch2b_relu res4a_branch2c_scale4a_branch2c -23330=4,3,14,14,1024 0=1024 1=1 5=1 6=262144
|
||||
Eltwise res4a 2 1 res4a_branch1_scale4a_branch1 res4a_branch2c_scale4a_branch2c res4a -23330=4,3,14,14,1024 0=1
|
||||
ReLU res4a_relu 1 1 res4a res4a_res4a_relu -23330=4,3,14,14,1024
|
||||
Split splitncnn_8 1 2 res4a_res4a_relu res4a_res4a_relu_splitncnn_0 res4a_res4a_relu_splitncnn_1 -23330=8,3,14,14,1024,3,14,14,1024
|
||||
Convolution res4b_branch2a 1 1 res4a_res4a_relu_splitncnn_1 res4b_branch2a_res4b_branch2a_relu -23330=4,3,14,14,256 0=256 1=1 5=1 6=262144 9=1
|
||||
Convolution res4b_branch2b 1 1 res4b_branch2a_res4b_branch2a_relu res4b_branch2b_res4b_branch2b_relu -23330=4,3,14,14,256 0=256 1=3 4=1 5=1 6=589824 9=1
|
||||
Convolution res4b_branch2c 1 1 res4b_branch2b_res4b_branch2b_relu res4b_branch2c_scale4b_branch2c -23330=4,3,14,14,1024 0=1024 1=1 5=1 6=262144
|
||||
Eltwise res4b 2 1 res4a_res4a_relu_splitncnn_0 res4b_branch2c_scale4b_branch2c res4b -23330=4,3,14,14,1024 0=1
|
||||
ReLU res4b_relu 1 1 res4b res4b_res4b_relu -23330=4,3,14,14,1024
|
||||
Split splitncnn_9 1 2 res4b_res4b_relu res4b_res4b_relu_splitncnn_0 res4b_res4b_relu_splitncnn_1 -23330=8,3,14,14,1024,3,14,14,1024
|
||||
Convolution res4c_branch2a 1 1 res4b_res4b_relu_splitncnn_1 res4c_branch2a_res4c_branch2a_relu -23330=4,3,14,14,256 0=256 1=1 5=1 6=262144 9=1
|
||||
Convolution res4c_branch2b 1 1 res4c_branch2a_res4c_branch2a_relu res4c_branch2b_res4c_branch2b_relu -23330=4,3,14,14,256 0=256 1=3 4=1 5=1 6=589824 9=1
|
||||
Convolution res4c_branch2c 1 1 res4c_branch2b_res4c_branch2b_relu res4c_branch2c_scale4c_branch2c -23330=4,3,14,14,1024 0=1024 1=1 5=1 6=262144
|
||||
Eltwise res4c 2 1 res4b_res4b_relu_splitncnn_0 res4c_branch2c_scale4c_branch2c res4c -23330=4,3,14,14,1024 0=1
|
||||
ReLU res4c_relu 1 1 res4c res4c_res4c_relu -23330=4,3,14,14,1024
|
||||
Split splitncnn_10 1 2 res4c_res4c_relu res4c_res4c_relu_splitncnn_0 res4c_res4c_relu_splitncnn_1 -23330=8,3,14,14,1024,3,14,14,1024
|
||||
Convolution res4d_branch2a 1 1 res4c_res4c_relu_splitncnn_1 res4d_branch2a_res4d_branch2a_relu -23330=4,3,14,14,256 0=256 1=1 5=1 6=262144 9=1
|
||||
Convolution res4d_branch2b 1 1 res4d_branch2a_res4d_branch2a_relu res4d_branch2b_res4d_branch2b_relu -23330=4,3,14,14,256 0=256 1=3 4=1 5=1 6=589824 9=1
|
||||
Convolution res4d_branch2c 1 1 res4d_branch2b_res4d_branch2b_relu res4d_branch2c_scale4d_branch2c -23330=4,3,14,14,1024 0=1024 1=1 5=1 6=262144
|
||||
Eltwise res4d 2 1 res4c_res4c_relu_splitncnn_0 res4d_branch2c_scale4d_branch2c res4d -23330=4,3,14,14,1024 0=1
|
||||
ReLU res4d_relu 1 1 res4d res4d_res4d_relu -23330=4,3,14,14,1024
|
||||
Split splitncnn_11 1 2 res4d_res4d_relu res4d_res4d_relu_splitncnn_0 res4d_res4d_relu_splitncnn_1 -23330=8,3,14,14,1024,3,14,14,1024
|
||||
Convolution res4e_branch2a 1 1 res4d_res4d_relu_splitncnn_1 res4e_branch2a_res4e_branch2a_relu -23330=4,3,14,14,256 0=256 1=1 5=1 6=262144 9=1
|
||||
Convolution res4e_branch2b 1 1 res4e_branch2a_res4e_branch2a_relu res4e_branch2b_res4e_branch2b_relu -23330=4,3,14,14,256 0=256 1=3 4=1 5=1 6=589824 9=1
|
||||
Convolution res4e_branch2c 1 1 res4e_branch2b_res4e_branch2b_relu res4e_branch2c_scale4e_branch2c -23330=4,3,14,14,1024 0=1024 1=1 5=1 6=262144
|
||||
Eltwise res4e 2 1 res4d_res4d_relu_splitncnn_0 res4e_branch2c_scale4e_branch2c res4e -23330=4,3,14,14,1024 0=1
|
||||
ReLU res4e_relu 1 1 res4e res4e_res4e_relu -23330=4,3,14,14,1024
|
||||
Split splitncnn_12 1 2 res4e_res4e_relu res4e_res4e_relu_splitncnn_0 res4e_res4e_relu_splitncnn_1 -23330=8,3,14,14,1024,3,14,14,1024
|
||||
Convolution res4f_branch2a 1 1 res4e_res4e_relu_splitncnn_1 res4f_branch2a_res4f_branch2a_relu -23330=4,3,14,14,256 0=256 1=1 5=1 6=262144 9=1
|
||||
Convolution res4f_branch2b 1 1 res4f_branch2a_res4f_branch2a_relu res4f_branch2b_res4f_branch2b_relu -23330=4,3,14,14,256 0=256 1=3 4=1 5=1 6=589824 9=1
|
||||
Convolution res4f_branch2c 1 1 res4f_branch2b_res4f_branch2b_relu res4f_branch2c_scale4f_branch2c -23330=4,3,14,14,1024 0=1024 1=1 5=1 6=262144
|
||||
Eltwise res4f 2 1 res4e_res4e_relu_splitncnn_0 res4f_branch2c_scale4f_branch2c res4f -23330=4,3,14,14,1024 0=1
|
||||
ReLU res4f_relu 1 1 res4f res4f_res4f_relu -23330=4,3,14,14,1024
|
||||
Split splitncnn_13 1 2 res4f_res4f_relu res4f_res4f_relu_splitncnn_0 res4f_res4f_relu_splitncnn_1 -23330=8,3,14,14,1024,3,14,14,1024
|
||||
Convolution res5a_branch1 1 1 res4f_res4f_relu_splitncnn_1 res5a_branch1_scale5a_branch1 -23330=4,3,7,7,2048 0=2048 1=1 3=2 5=1 6=2097152
|
||||
Convolution res5a_branch2a 1 1 res4f_res4f_relu_splitncnn_0 res5a_branch2a_res5a_branch2a_relu -23330=4,3,7,7,512 0=512 1=1 3=2 5=1 6=524288 9=1
|
||||
Convolution res5a_branch2b 1 1 res5a_branch2a_res5a_branch2a_relu res5a_branch2b_res5a_branch2b_relu -23330=4,3,7,7,512 0=512 1=3 4=1 5=1 6=2359296 9=1
|
||||
Convolution res5a_branch2c 1 1 res5a_branch2b_res5a_branch2b_relu res5a_branch2c_scale5a_branch2c -23330=4,3,7,7,2048 0=2048 1=1 5=1 6=1048576
|
||||
Eltwise res5a 2 1 res5a_branch1_scale5a_branch1 res5a_branch2c_scale5a_branch2c res5a -23330=4,3,7,7,2048 0=1
|
||||
ReLU res5a_relu 1 1 res5a res5a_res5a_relu -23330=4,3,7,7,2048
|
||||
Split splitncnn_14 1 2 res5a_res5a_relu res5a_res5a_relu_splitncnn_0 res5a_res5a_relu_splitncnn_1 -23330=8,3,7,7,2048,3,7,7,2048
|
||||
Convolution res5b_branch2a 1 1 res5a_res5a_relu_splitncnn_1 res5b_branch2a_res5b_branch2a_relu -23330=4,3,7,7,512 0=512 1=1 5=1 6=1048576 9=1
|
||||
Convolution res5b_branch2b 1 1 res5b_branch2a_res5b_branch2a_relu res5b_branch2b_res5b_branch2b_relu -23330=4,3,7,7,512 0=512 1=3 4=1 5=1 6=2359296 9=1
|
||||
Convolution res5b_branch2c 1 1 res5b_branch2b_res5b_branch2b_relu res5b_branch2c_scale5b_branch2c -23330=4,3,7,7,2048 0=2048 1=1 5=1 6=1048576
|
||||
Eltwise res5b 2 1 res5a_res5a_relu_splitncnn_0 res5b_branch2c_scale5b_branch2c res5b -23330=4,3,7,7,2048 0=1
|
||||
ReLU res5b_relu 1 1 res5b res5b_res5b_relu -23330=4,3,7,7,2048
|
||||
Split splitncnn_15 1 2 res5b_res5b_relu res5b_res5b_relu_splitncnn_0 res5b_res5b_relu_splitncnn_1 -23330=8,3,7,7,2048,3,7,7,2048
|
||||
Convolution res5c_branch2a 1 1 res5b_res5b_relu_splitncnn_1 res5c_branch2a_res5c_branch2a_relu -23330=4,3,7,7,512 0=512 1=1 5=1 6=1048576 9=1
|
||||
Convolution res5c_branch2b 1 1 res5c_branch2a_res5c_branch2a_relu res5c_branch2b_res5c_branch2b_relu -23330=4,3,7,7,512 0=512 1=3 4=1 5=1 6=2359296 9=1
|
||||
Convolution res5c_branch2c 1 1 res5c_branch2b_res5c_branch2b_relu res5c_branch2c_scale5c_branch2c -23330=4,3,7,7,2048 0=2048 1=1 5=1 6=1048576
|
||||
Eltwise res5c 2 1 res5b_res5b_relu_splitncnn_0 res5c_branch2c_scale5c_branch2c res5c -23330=4,3,7,7,2048 0=1
|
||||
ReLU res5c_relu 1 1 res5c res5c_res5c_relu -23330=4,3,7,7,2048
|
||||
Pooling pool5 1 1 res5c_res5c_relu pool5 -23330=4,3,1,1,2048 0=1 1=7
|
||||
InnerProduct fc1000 1 1 pool5 fc1000 -23330=4,1,1000,1,1 0=1000 1=1 2=2048000
|
||||
Softmax prob 1 1 fc1000 output -23330=4,1,1000,1,1
|
||||
108
3rdparty/ncnn/benchmark/resnet50_int8.param
vendored
Normal file
108
3rdparty/ncnn/benchmark/resnet50_int8.param
vendored
Normal file
@ -0,0 +1,108 @@
|
||||
7767517
|
||||
106 122
|
||||
Input data 0 1 data 0=224 1=224 2=3
|
||||
Convolution conv1 1 1 data conv1_conv1_relu 0=64 1=7 3=2 4=3 5=1 6=9408 8=2 9=1
|
||||
Pooling pool1 1 1 conv1_conv1_relu pool1 1=3 2=2
|
||||
Split splitncnn_0 1 2 pool1 pool1_splitncnn_0 pool1_splitncnn_1
|
||||
Convolution res2a_branch1 1 1 pool1_splitncnn_1 res2a_branch1_scale2a_branch1 0=256 1=1 5=1 6=16384 8=2
|
||||
Convolution res2a_branch2a 1 1 pool1_splitncnn_0 res2a_branch2a_res2a_branch2a_relu 0=64 1=1 5=1 6=4096 8=102 9=1
|
||||
Convolution res2a_branch2b 1 1 res2a_branch2a_res2a_branch2a_relu res2a_branch2b_res2a_branch2b_relu 0=64 1=3 4=1 5=1 6=36864 8=102 9=1
|
||||
Convolution res2a_branch2c 1 1 res2a_branch2b_res2a_branch2b_relu res2a_branch2c_scale2a_branch2c 0=256 1=1 5=1 6=16384 8=2
|
||||
Eltwise res2a 2 1 res2a_branch1_scale2a_branch1 res2a_branch2c_scale2a_branch2c res2a 0=1
|
||||
ReLU res2a_relu 1 1 res2a res2a_res2a_relu
|
||||
Split splitncnn_1 1 2 res2a_res2a_relu res2a_res2a_relu_splitncnn_0 res2a_res2a_relu_splitncnn_1
|
||||
Convolution res2b_branch2a 1 1 res2a_res2a_relu_splitncnn_1 res2b_branch2a_res2b_branch2a_relu 0=64 1=1 5=1 6=16384 8=102 9=1
|
||||
Convolution res2b_branch2b 1 1 res2b_branch2a_res2b_branch2a_relu res2b_branch2b_res2b_branch2b_relu 0=64 1=3 4=1 5=1 6=36864 8=102 9=1
|
||||
Convolution res2b_branch2c 1 1 res2b_branch2b_res2b_branch2b_relu res2b_branch2c_scale2b_branch2c 0=256 1=1 5=1 6=16384 8=2
|
||||
Eltwise res2b 2 1 res2a_res2a_relu_splitncnn_0 res2b_branch2c_scale2b_branch2c res2b 0=1
|
||||
ReLU res2b_relu 1 1 res2b res2b_res2b_relu
|
||||
Split splitncnn_2 1 2 res2b_res2b_relu res2b_res2b_relu_splitncnn_0 res2b_res2b_relu_splitncnn_1
|
||||
Convolution res2c_branch2a 1 1 res2b_res2b_relu_splitncnn_1 res2c_branch2a_res2c_branch2a_relu 0=64 1=1 5=1 6=16384 8=102 9=1
|
||||
Convolution res2c_branch2b 1 1 res2c_branch2a_res2c_branch2a_relu res2c_branch2b_res2c_branch2b_relu 0=64 1=3 4=1 5=1 6=36864 8=102 9=1
|
||||
Convolution res2c_branch2c 1 1 res2c_branch2b_res2c_branch2b_relu res2c_branch2c_scale2c_branch2c 0=256 1=1 5=1 6=16384 8=2
|
||||
Eltwise res2c 2 1 res2b_res2b_relu_splitncnn_0 res2c_branch2c_scale2c_branch2c res2c 0=1
|
||||
ReLU res2c_relu 1 1 res2c res2c_res2c_relu
|
||||
Split splitncnn_3 1 2 res2c_res2c_relu res2c_res2c_relu_splitncnn_0 res2c_res2c_relu_splitncnn_1
|
||||
Convolution res3a_branch1 1 1 res2c_res2c_relu_splitncnn_1 res3a_branch1_scale3a_branch1 0=512 1=1 3=2 5=1 6=131072 8=2
|
||||
Convolution res3a_branch2a 1 1 res2c_res2c_relu_splitncnn_0 res3a_branch2a_res3a_branch2a_relu 0=128 1=1 3=2 5=1 6=32768 8=102 9=1
|
||||
Convolution res3a_branch2b 1 1 res3a_branch2a_res3a_branch2a_relu res3a_branch2b_res3a_branch2b_relu 0=128 1=3 4=1 5=1 6=147456 8=102 9=1
|
||||
Convolution res3a_branch2c 1 1 res3a_branch2b_res3a_branch2b_relu res3a_branch2c_scale3a_branch2c 0=512 1=1 5=1 6=65536 8=2
|
||||
Eltwise res3a 2 1 res3a_branch1_scale3a_branch1 res3a_branch2c_scale3a_branch2c res3a 0=1
|
||||
ReLU res3a_relu 1 1 res3a res3a_res3a_relu
|
||||
Split splitncnn_4 1 2 res3a_res3a_relu res3a_res3a_relu_splitncnn_0 res3a_res3a_relu_splitncnn_1
|
||||
Convolution res3b_branch2a 1 1 res3a_res3a_relu_splitncnn_1 res3b_branch2a_res3b_branch2a_relu 0=128 1=1 5=1 6=65536 8=102 9=1
|
||||
Convolution res3b_branch2b 1 1 res3b_branch2a_res3b_branch2a_relu res3b_branch2b_res3b_branch2b_relu 0=128 1=3 4=1 5=1 6=147456 8=102 9=1
|
||||
Convolution res3b_branch2c 1 1 res3b_branch2b_res3b_branch2b_relu res3b_branch2c_scale3b_branch2c 0=512 1=1 5=1 6=65536 8=2
|
||||
Eltwise res3b 2 1 res3a_res3a_relu_splitncnn_0 res3b_branch2c_scale3b_branch2c res3b 0=1
|
||||
ReLU res3b_relu 1 1 res3b res3b_res3b_relu
|
||||
Split splitncnn_5 1 2 res3b_res3b_relu res3b_res3b_relu_splitncnn_0 res3b_res3b_relu_splitncnn_1
|
||||
Convolution res3c_branch2a 1 1 res3b_res3b_relu_splitncnn_1 res3c_branch2a_res3c_branch2a_relu 0=128 1=1 5=1 6=65536 8=102 9=1
|
||||
Convolution res3c_branch2b 1 1 res3c_branch2a_res3c_branch2a_relu res3c_branch2b_res3c_branch2b_relu 0=128 1=3 4=1 5=1 6=147456 8=102 9=1
|
||||
Convolution res3c_branch2c 1 1 res3c_branch2b_res3c_branch2b_relu res3c_branch2c_scale3c_branch2c 0=512 1=1 5=1 6=65536 8=2
|
||||
Eltwise res3c 2 1 res3b_res3b_relu_splitncnn_0 res3c_branch2c_scale3c_branch2c res3c 0=1
|
||||
ReLU res3c_relu 1 1 res3c res3c_res3c_relu
|
||||
Split splitncnn_6 1 2 res3c_res3c_relu res3c_res3c_relu_splitncnn_0 res3c_res3c_relu_splitncnn_1
|
||||
Convolution res3d_branch2a 1 1 res3c_res3c_relu_splitncnn_1 res3d_branch2a_res3d_branch2a_relu 0=128 1=1 5=1 6=65536 8=102 9=1
|
||||
Convolution res3d_branch2b 1 1 res3d_branch2a_res3d_branch2a_relu res3d_branch2b_res3d_branch2b_relu 0=128 1=3 4=1 5=1 6=147456 8=102 9=1
|
||||
Convolution res3d_branch2c 1 1 res3d_branch2b_res3d_branch2b_relu res3d_branch2c_scale3d_branch2c 0=512 1=1 5=1 6=65536 8=2
|
||||
Eltwise res3d 2 1 res3c_res3c_relu_splitncnn_0 res3d_branch2c_scale3d_branch2c res3d 0=1
|
||||
ReLU res3d_relu 1 1 res3d res3d_res3d_relu
|
||||
Split splitncnn_7 1 2 res3d_res3d_relu res3d_res3d_relu_splitncnn_0 res3d_res3d_relu_splitncnn_1
|
||||
Convolution res4a_branch1 1 1 res3d_res3d_relu_splitncnn_1 res4a_branch1_scale4a_branch1 0=1024 1=1 3=2 5=1 6=524288 8=2
|
||||
Convolution res4a_branch2a 1 1 res3d_res3d_relu_splitncnn_0 res4a_branch2a_res4a_branch2a_relu 0=256 1=1 3=2 5=1 6=131072 8=102 9=1
|
||||
Convolution res4a_branch2b 1 1 res4a_branch2a_res4a_branch2a_relu res4a_branch2b_res4a_branch2b_relu 0=256 1=3 4=1 5=1 6=589824 8=102 9=1
|
||||
Convolution res4a_branch2c 1 1 res4a_branch2b_res4a_branch2b_relu res4a_branch2c_scale4a_branch2c 0=1024 1=1 5=1 6=262144 8=2
|
||||
Eltwise res4a 2 1 res4a_branch1_scale4a_branch1 res4a_branch2c_scale4a_branch2c res4a 0=1
|
||||
ReLU res4a_relu 1 1 res4a res4a_res4a_relu
|
||||
Split splitncnn_8 1 2 res4a_res4a_relu res4a_res4a_relu_splitncnn_0 res4a_res4a_relu_splitncnn_1
|
||||
Convolution res4b_branch2a 1 1 res4a_res4a_relu_splitncnn_1 res4b_branch2a_res4b_branch2a_relu 0=256 1=1 5=1 6=262144 8=102 9=1
|
||||
Convolution res4b_branch2b 1 1 res4b_branch2a_res4b_branch2a_relu res4b_branch2b_res4b_branch2b_relu 0=256 1=3 4=1 5=1 6=589824 8=102 9=1
|
||||
Convolution res4b_branch2c 1 1 res4b_branch2b_res4b_branch2b_relu res4b_branch2c_scale4b_branch2c 0=1024 1=1 5=1 6=262144 8=2
|
||||
Eltwise res4b 2 1 res4a_res4a_relu_splitncnn_0 res4b_branch2c_scale4b_branch2c res4b 0=1
|
||||
ReLU res4b_relu 1 1 res4b res4b_res4b_relu
|
||||
Split splitncnn_9 1 2 res4b_res4b_relu res4b_res4b_relu_splitncnn_0 res4b_res4b_relu_splitncnn_1
|
||||
Convolution res4c_branch2a 1 1 res4b_res4b_relu_splitncnn_1 res4c_branch2a_res4c_branch2a_relu 0=256 1=1 5=1 6=262144 8=102 9=1
|
||||
Convolution res4c_branch2b 1 1 res4c_branch2a_res4c_branch2a_relu res4c_branch2b_res4c_branch2b_relu 0=256 1=3 4=1 5=1 6=589824 8=102 9=1
|
||||
Convolution res4c_branch2c 1 1 res4c_branch2b_res4c_branch2b_relu res4c_branch2c_scale4c_branch2c 0=1024 1=1 5=1 6=262144 8=2
|
||||
Eltwise res4c 2 1 res4b_res4b_relu_splitncnn_0 res4c_branch2c_scale4c_branch2c res4c 0=1
|
||||
ReLU res4c_relu 1 1 res4c res4c_res4c_relu
|
||||
Split splitncnn_10 1 2 res4c_res4c_relu res4c_res4c_relu_splitncnn_0 res4c_res4c_relu_splitncnn_1
|
||||
Convolution res4d_branch2a 1 1 res4c_res4c_relu_splitncnn_1 res4d_branch2a_res4d_branch2a_relu 0=256 1=1 5=1 6=262144 8=102 9=1
|
||||
Convolution res4d_branch2b 1 1 res4d_branch2a_res4d_branch2a_relu res4d_branch2b_res4d_branch2b_relu 0=256 1=3 4=1 5=1 6=589824 8=102 9=1
|
||||
Convolution res4d_branch2c 1 1 res4d_branch2b_res4d_branch2b_relu res4d_branch2c_scale4d_branch2c 0=1024 1=1 5=1 6=262144 8=2
|
||||
Eltwise res4d 2 1 res4c_res4c_relu_splitncnn_0 res4d_branch2c_scale4d_branch2c res4d 0=1
|
||||
ReLU res4d_relu 1 1 res4d res4d_res4d_relu
|
||||
Split splitncnn_11 1 2 res4d_res4d_relu res4d_res4d_relu_splitncnn_0 res4d_res4d_relu_splitncnn_1
|
||||
Convolution res4e_branch2a 1 1 res4d_res4d_relu_splitncnn_1 res4e_branch2a_res4e_branch2a_relu 0=256 1=1 5=1 6=262144 8=102 9=1
|
||||
Convolution res4e_branch2b 1 1 res4e_branch2a_res4e_branch2a_relu res4e_branch2b_res4e_branch2b_relu 0=256 1=3 4=1 5=1 6=589824 8=102 9=1
|
||||
Convolution res4e_branch2c 1 1 res4e_branch2b_res4e_branch2b_relu res4e_branch2c_scale4e_branch2c 0=1024 1=1 5=1 6=262144 8=2
|
||||
Eltwise res4e 2 1 res4d_res4d_relu_splitncnn_0 res4e_branch2c_scale4e_branch2c res4e 0=1
|
||||
ReLU res4e_relu 1 1 res4e res4e_res4e_relu
|
||||
Split splitncnn_12 1 2 res4e_res4e_relu res4e_res4e_relu_splitncnn_0 res4e_res4e_relu_splitncnn_1
|
||||
Convolution res4f_branch2a 1 1 res4e_res4e_relu_splitncnn_1 res4f_branch2a_res4f_branch2a_relu 0=256 1=1 5=1 6=262144 8=102 9=1
|
||||
Convolution res4f_branch2b 1 1 res4f_branch2a_res4f_branch2a_relu res4f_branch2b_res4f_branch2b_relu 0=256 1=3 4=1 5=1 6=589824 8=102 9=1
|
||||
Convolution res4f_branch2c 1 1 res4f_branch2b_res4f_branch2b_relu res4f_branch2c_scale4f_branch2c 0=1024 1=1 5=1 6=262144 8=2
|
||||
Eltwise res4f 2 1 res4e_res4e_relu_splitncnn_0 res4f_branch2c_scale4f_branch2c res4f 0=1
|
||||
ReLU res4f_relu 1 1 res4f res4f_res4f_relu
|
||||
Split splitncnn_13 1 2 res4f_res4f_relu res4f_res4f_relu_splitncnn_0 res4f_res4f_relu_splitncnn_1
|
||||
Convolution res5a_branch1 1 1 res4f_res4f_relu_splitncnn_1 res5a_branch1_scale5a_branch1 0=2048 1=1 3=2 5=1 6=2097152 8=2
|
||||
Convolution res5a_branch2a 1 1 res4f_res4f_relu_splitncnn_0 res5a_branch2a_res5a_branch2a_relu 0=512 1=1 3=2 5=1 6=524288 8=102 9=1
|
||||
Convolution res5a_branch2b 1 1 res5a_branch2a_res5a_branch2a_relu res5a_branch2b_res5a_branch2b_relu 0=512 1=3 4=1 5=1 6=2359296 8=102 9=1
|
||||
Convolution res5a_branch2c 1 1 res5a_branch2b_res5a_branch2b_relu res5a_branch2c_scale5a_branch2c 0=2048 1=1 5=1 6=1048576 8=2
|
||||
Eltwise res5a 2 1 res5a_branch1_scale5a_branch1 res5a_branch2c_scale5a_branch2c res5a 0=1
|
||||
ReLU res5a_relu 1 1 res5a res5a_res5a_relu
|
||||
Split splitncnn_14 1 2 res5a_res5a_relu res5a_res5a_relu_splitncnn_0 res5a_res5a_relu_splitncnn_1
|
||||
Convolution res5b_branch2a 1 1 res5a_res5a_relu_splitncnn_1 res5b_branch2a_res5b_branch2a_relu 0=512 1=1 5=1 6=1048576 8=102 9=1
|
||||
Convolution res5b_branch2b 1 1 res5b_branch2a_res5b_branch2a_relu res5b_branch2b_res5b_branch2b_relu 0=512 1=3 4=1 5=1 6=2359296 8=102 9=1
|
||||
Convolution res5b_branch2c 1 1 res5b_branch2b_res5b_branch2b_relu res5b_branch2c_scale5b_branch2c 0=2048 1=1 5=1 6=1048576 8=2
|
||||
Eltwise res5b 2 1 res5a_res5a_relu_splitncnn_0 res5b_branch2c_scale5b_branch2c res5b 0=1
|
||||
ReLU res5b_relu 1 1 res5b res5b_res5b_relu
|
||||
Split splitncnn_15 1 2 res5b_res5b_relu res5b_res5b_relu_splitncnn_0 res5b_res5b_relu_splitncnn_1
|
||||
Convolution res5c_branch2a 1 1 res5b_res5b_relu_splitncnn_1 res5c_branch2a_res5c_branch2a_relu 0=512 1=1 5=1 6=1048576 8=102 9=1
|
||||
Convolution res5c_branch2b 1 1 res5c_branch2a_res5c_branch2a_relu res5c_branch2b_res5c_branch2b_relu 0=512 1=3 4=1 5=1 6=2359296 8=102 9=1
|
||||
Convolution res5c_branch2c 1 1 res5c_branch2b_res5c_branch2b_relu res5c_branch2c_scale5c_branch2c 0=2048 1=1 5=1 6=1048576 8=2
|
||||
Eltwise res5c 2 1 res5b_res5b_relu_splitncnn_0 res5c_branch2c_scale5c_branch2c res5c 0=1
|
||||
ReLU res5c_relu 1 1 res5c res5c_res5c_relu
|
||||
Pooling pool5 1 1 res5c_res5c_relu pool5 0=1 1=7
|
||||
InnerProduct fc1000 1 1 pool5 fc1000 0=1000 1=1 2=2048000
|
||||
Softmax prob 1 1 fc1000 output
|
||||
122
3rdparty/ncnn/benchmark/shufflenet.param
vendored
Normal file
122
3rdparty/ncnn/benchmark/shufflenet.param
vendored
Normal file
@ -0,0 +1,122 @@
|
||||
7767517
|
||||
120 136
|
||||
Input data 0 1 data -23330=4,3,224,224,3 0=224 1=224 2=3
|
||||
Convolution conv1 1 1 data conv1_conv1_relu -23330=4,3,112,112,24 0=24 1=3 3=2 4=1 5=1 6=648 9=1
|
||||
Pooling pool1 1 1 conv1_conv1_relu pool1 -23330=4,3,56,56,24 1=3 2=2
|
||||
Split splitncnn_0 1 2 pool1 pool1_splitncnn_0 pool1_splitncnn_1 -23330=8,3,56,56,24,3,56,56,24
|
||||
Pooling resx1_match_conv 1 1 pool1_splitncnn_1 resx1_match_conv -23330=4,3,28,28,24 0=1 1=3 2=2
|
||||
Convolution resx1_conv1 1 1 pool1_splitncnn_0 resx1_conv1_resx1_conv1_relu -23330=4,3,56,56,54 0=54 1=1 5=1 6=1296 9=1
|
||||
ConvolutionDepthWise resx1_conv2 1 1 resx1_conv1_resx1_conv1_relu resx1_conv2_resx1_conv2_scale -23330=4,3,28,28,54 0=54 1=3 3=2 4=1 5=1 6=486 7=54
|
||||
ConvolutionDepthWise resx1_conv3 1 1 resx1_conv2_resx1_conv2_scale resx1_conv3_resx1_conv3_scale -23330=4,3,28,28,216 0=216 1=1 5=1 6=3888 7=3
|
||||
Concat resx1_concat 2 1 resx1_match_conv resx1_conv3_resx1_conv3_scale resx1_concat -23330=4,3,28,28,240
|
||||
ReLU resx1_concat_relu 1 1 resx1_concat resx1_concat_resx1_concat_relu -23330=4,3,28,28,240
|
||||
Split splitncnn_1 1 2 resx1_concat_resx1_concat_relu resx1_concat_resx1_concat_relu_splitncnn_0 resx1_concat_resx1_concat_relu_splitncnn_1 -23330=8,3,28,28,240,3,28,28,240
|
||||
ConvolutionDepthWise resx2_conv1 1 1 resx1_concat_resx1_concat_relu_splitncnn_1 resx2_conv1_resx2_conv1_relu -23330=4,3,28,28,60 0=60 1=1 5=1 6=4800 7=3 9=1
|
||||
ShuffleChannel shuffle2 1 1 resx2_conv1_resx2_conv1_relu shuffle2 -23330=4,3,28,28,60 0=3
|
||||
ConvolutionDepthWise resx2_conv2 1 1 shuffle2 resx2_conv2_resx2_conv2_scale -23330=4,3,28,28,60 0=60 1=3 4=1 5=1 6=540 7=60
|
||||
ConvolutionDepthWise resx2_conv3 1 1 resx2_conv2_resx2_conv2_scale resx2_conv3_resx2_conv3_scale -23330=4,3,28,28,240 0=240 1=1 5=1 6=4800 7=3
|
||||
Eltwise resx2_elewise 2 1 resx1_concat_resx1_concat_relu_splitncnn_0 resx2_conv3_resx2_conv3_scale resx2_elewise -23330=4,3,28,28,240 0=1
|
||||
ReLU resx2_elewise_relu 1 1 resx2_elewise resx2_elewise_resx2_elewise_relu -23330=4,3,28,28,240
|
||||
Split splitncnn_2 1 2 resx2_elewise_resx2_elewise_relu resx2_elewise_resx2_elewise_relu_splitncnn_0 resx2_elewise_resx2_elewise_relu_splitncnn_1 -23330=8,3,28,28,240,3,28,28,240
|
||||
ConvolutionDepthWise resx3_conv1 1 1 resx2_elewise_resx2_elewise_relu_splitncnn_1 resx3_conv1_resx3_conv1_relu -23330=4,3,28,28,60 0=60 1=1 5=1 6=4800 7=3 9=1
|
||||
ShuffleChannel shuffle3 1 1 resx3_conv1_resx3_conv1_relu shuffle3 -23330=4,3,28,28,60 0=3
|
||||
ConvolutionDepthWise resx3_conv2 1 1 shuffle3 resx3_conv2_resx3_conv2_scale -23330=4,3,28,28,60 0=60 1=3 4=1 5=1 6=540 7=60
|
||||
ConvolutionDepthWise resx3_conv3 1 1 resx3_conv2_resx3_conv2_scale resx3_conv3_resx3_conv3_scale -23330=4,3,28,28,240 0=240 1=1 5=1 6=4800 7=3
|
||||
Eltwise resx3_elewise 2 1 resx2_elewise_resx2_elewise_relu_splitncnn_0 resx3_conv3_resx3_conv3_scale resx3_elewise -23330=4,3,28,28,240 0=1
|
||||
ReLU resx3_elewise_relu 1 1 resx3_elewise resx3_elewise_resx3_elewise_relu -23330=4,3,28,28,240
|
||||
Split splitncnn_3 1 2 resx3_elewise_resx3_elewise_relu resx3_elewise_resx3_elewise_relu_splitncnn_0 resx3_elewise_resx3_elewise_relu_splitncnn_1 -23330=8,3,28,28,240,3,28,28,240
|
||||
ConvolutionDepthWise resx4_conv1 1 1 resx3_elewise_resx3_elewise_relu_splitncnn_1 resx4_conv1_resx4_conv1_relu -23330=4,3,28,28,60 0=60 1=1 5=1 6=4800 7=3 9=1
|
||||
ShuffleChannel shuffle4 1 1 resx4_conv1_resx4_conv1_relu shuffle4 -23330=4,3,28,28,60 0=3
|
||||
ConvolutionDepthWise resx4_conv2 1 1 shuffle4 resx4_conv2_resx4_conv2_scale -23330=4,3,28,28,60 0=60 1=3 4=1 5=1 6=540 7=60
|
||||
ConvolutionDepthWise resx4_conv3 1 1 resx4_conv2_resx4_conv2_scale resx4_conv3_resx4_conv3_scale -23330=4,3,28,28,240 0=240 1=1 5=1 6=4800 7=3
|
||||
Eltwise resx4_elewise 2 1 resx3_elewise_resx3_elewise_relu_splitncnn_0 resx4_conv3_resx4_conv3_scale resx4_elewise -23330=4,3,28,28,240 0=1
|
||||
ReLU resx4_elewise_relu 1 1 resx4_elewise resx4_elewise_resx4_elewise_relu -23330=4,3,28,28,240
|
||||
Split splitncnn_4 1 2 resx4_elewise_resx4_elewise_relu resx4_elewise_resx4_elewise_relu_splitncnn_0 resx4_elewise_resx4_elewise_relu_splitncnn_1 -23330=8,3,28,28,240,3,28,28,240
|
||||
Pooling resx5_match_conv 1 1 resx4_elewise_resx4_elewise_relu_splitncnn_1 resx5_match_conv -23330=4,3,14,14,240 0=1 1=3 2=2
|
||||
ConvolutionDepthWise resx5_conv1 1 1 resx4_elewise_resx4_elewise_relu_splitncnn_0 resx5_conv1_resx5_conv1_relu -23330=4,3,28,28,60 0=60 1=1 5=1 6=4800 7=3 9=1
|
||||
ShuffleChannel shuffle5 1 1 resx5_conv1_resx5_conv1_relu shuffle5 -23330=4,3,28,28,60 0=3
|
||||
ConvolutionDepthWise resx5_conv2 1 1 shuffle5 resx5_conv2_resx5_conv2_scale -23330=4,3,14,14,60 0=60 1=3 3=2 4=1 5=1 6=540 7=60
|
||||
ConvolutionDepthWise resx5_conv3 1 1 resx5_conv2_resx5_conv2_scale resx5_conv3_resx5_conv3_scale -23330=4,3,14,14,240 0=240 1=1 5=1 6=4800 7=3
|
||||
Concat resx5_concat 2 1 resx5_match_conv resx5_conv3_resx5_conv3_scale resx5_concat -23330=4,3,14,14,480
|
||||
ReLU resx5_concat_relu 1 1 resx5_concat resx5_concat_resx5_concat_relu -23330=4,3,14,14,480
|
||||
Split splitncnn_5 1 2 resx5_concat_resx5_concat_relu resx5_concat_resx5_concat_relu_splitncnn_0 resx5_concat_resx5_concat_relu_splitncnn_1 -23330=8,3,14,14,480,3,14,14,480
|
||||
ConvolutionDepthWise resx6_conv1 1 1 resx5_concat_resx5_concat_relu_splitncnn_1 resx6_conv1_resx6_conv1_relu -23330=4,3,14,14,120 0=120 1=1 5=1 6=19200 7=3 9=1
|
||||
ShuffleChannel shuffle6 1 1 resx6_conv1_resx6_conv1_relu shuffle6 -23330=4,3,14,14,120 0=3
|
||||
ConvolutionDepthWise resx6_conv2 1 1 shuffle6 resx6_conv2_resx6_conv2_scale -23330=4,3,14,14,120 0=120 1=3 4=1 5=1 6=1080 7=120
|
||||
ConvolutionDepthWise resx6_conv3 1 1 resx6_conv2_resx6_conv2_scale resx6_conv3_resx6_conv3_scale -23330=4,3,14,14,480 0=480 1=1 5=1 6=19200 7=3
|
||||
Eltwise resx6_elewise 2 1 resx5_concat_resx5_concat_relu_splitncnn_0 resx6_conv3_resx6_conv3_scale resx6_elewise -23330=4,3,14,14,480 0=1
|
||||
ReLU resx6_elewise_relu 1 1 resx6_elewise resx6_elewise_resx6_elewise_relu -23330=4,3,14,14,480
|
||||
Split splitncnn_6 1 2 resx6_elewise_resx6_elewise_relu resx6_elewise_resx6_elewise_relu_splitncnn_0 resx6_elewise_resx6_elewise_relu_splitncnn_1 -23330=8,3,14,14,480,3,14,14,480
|
||||
ConvolutionDepthWise resx7_conv1 1 1 resx6_elewise_resx6_elewise_relu_splitncnn_1 resx7_conv1_resx7_conv1_relu -23330=4,3,14,14,120 0=120 1=1 5=1 6=19200 7=3 9=1
|
||||
ShuffleChannel shuffle7 1 1 resx7_conv1_resx7_conv1_relu shuffle7 -23330=4,3,14,14,120 0=3
|
||||
ConvolutionDepthWise resx7_conv2 1 1 shuffle7 resx7_conv2_resx7_conv2_scale -23330=4,3,14,14,120 0=120 1=3 4=1 5=1 6=1080 7=120
|
||||
ConvolutionDepthWise resx7_conv3 1 1 resx7_conv2_resx7_conv2_scale resx7_conv3_resx7_conv3_scale -23330=4,3,14,14,480 0=480 1=1 5=1 6=19200 7=3
|
||||
Eltwise resx7_elewise 2 1 resx6_elewise_resx6_elewise_relu_splitncnn_0 resx7_conv3_resx7_conv3_scale resx7_elewise -23330=4,3,14,14,480 0=1
|
||||
ReLU resx7_elewise_relu 1 1 resx7_elewise resx7_elewise_resx7_elewise_relu -23330=4,3,14,14,480
|
||||
Split splitncnn_7 1 2 resx7_elewise_resx7_elewise_relu resx7_elewise_resx7_elewise_relu_splitncnn_0 resx7_elewise_resx7_elewise_relu_splitncnn_1 -23330=8,3,14,14,480,3,14,14,480
|
||||
ConvolutionDepthWise resx8_conv1 1 1 resx7_elewise_resx7_elewise_relu_splitncnn_1 resx8_conv1_resx8_conv1_relu -23330=4,3,14,14,120 0=120 1=1 5=1 6=19200 7=3 9=1
|
||||
ShuffleChannel shuffle8 1 1 resx8_conv1_resx8_conv1_relu shuffle8 -23330=4,3,14,14,120 0=3
|
||||
ConvolutionDepthWise resx8_conv2 1 1 shuffle8 resx8_conv2_resx8_conv2_scale -23330=4,3,14,14,120 0=120 1=3 4=1 5=1 6=1080 7=120
|
||||
ConvolutionDepthWise resx8_conv3 1 1 resx8_conv2_resx8_conv2_scale resx8_conv3_resx8_conv3_scale -23330=4,3,14,14,480 0=480 1=1 5=1 6=19200 7=3
|
||||
Eltwise resx8_elewise 2 1 resx7_elewise_resx7_elewise_relu_splitncnn_0 resx8_conv3_resx8_conv3_scale resx8_elewise -23330=4,3,14,14,480 0=1
|
||||
ReLU resx8_elewise_relu 1 1 resx8_elewise resx8_elewise_resx8_elewise_relu -23330=4,3,14,14,480
|
||||
Split splitncnn_8 1 2 resx8_elewise_resx8_elewise_relu resx8_elewise_resx8_elewise_relu_splitncnn_0 resx8_elewise_resx8_elewise_relu_splitncnn_1 -23330=8,3,14,14,480,3,14,14,480
|
||||
ConvolutionDepthWise resx9_conv1 1 1 resx8_elewise_resx8_elewise_relu_splitncnn_1 resx9_conv1_resx9_conv1_relu -23330=4,3,14,14,120 0=120 1=1 5=1 6=19200 7=3 9=1
|
||||
ShuffleChannel shuffle9 1 1 resx9_conv1_resx9_conv1_relu shuffle9 -23330=4,3,14,14,120 0=3
|
||||
ConvolutionDepthWise resx9_conv2 1 1 shuffle9 resx9_conv2_resx9_conv2_scale -23330=4,3,14,14,120 0=120 1=3 4=1 5=1 6=1080 7=120
|
||||
ConvolutionDepthWise resx9_conv3 1 1 resx9_conv2_resx9_conv2_scale resx9_conv3_resx9_conv3_scale -23330=4,3,14,14,480 0=480 1=1 5=1 6=19200 7=3
|
||||
Eltwise resx9_elewise 2 1 resx8_elewise_resx8_elewise_relu_splitncnn_0 resx9_conv3_resx9_conv3_scale resx9_elewise -23330=4,3,14,14,480 0=1
|
||||
ReLU resx9_elewise_relu 1 1 resx9_elewise resx9_elewise_resx9_elewise_relu -23330=4,3,14,14,480
|
||||
Split splitncnn_9 1 2 resx9_elewise_resx9_elewise_relu resx9_elewise_resx9_elewise_relu_splitncnn_0 resx9_elewise_resx9_elewise_relu_splitncnn_1 -23330=8,3,14,14,480,3,14,14,480
|
||||
ConvolutionDepthWise resx10_conv1 1 1 resx9_elewise_resx9_elewise_relu_splitncnn_1 resx10_conv1_resx10_conv1_relu -23330=4,3,14,14,120 0=120 1=1 5=1 6=19200 7=3 9=1
|
||||
ShuffleChannel shuffle10 1 1 resx10_conv1_resx10_conv1_relu shuffle10 -23330=4,3,14,14,120 0=3
|
||||
ConvolutionDepthWise resx10_conv2 1 1 shuffle10 resx10_conv2_resx10_conv2_scale -23330=4,3,14,14,120 0=120 1=3 4=1 5=1 6=1080 7=120
|
||||
ConvolutionDepthWise resx10_conv3 1 1 resx10_conv2_resx10_conv2_scale resx10_conv3_resx10_conv3_scale -23330=4,3,14,14,480 0=480 1=1 5=1 6=19200 7=3
|
||||
Eltwise resx10_elewise 2 1 resx9_elewise_resx9_elewise_relu_splitncnn_0 resx10_conv3_resx10_conv3_scale resx10_elewise -23330=4,3,14,14,480 0=1
|
||||
ReLU resx10_elewise_relu 1 1 resx10_elewise resx10_elewise_resx10_elewise_relu -23330=4,3,14,14,480
|
||||
Split splitncnn_10 1 2 resx10_elewise_resx10_elewise_relu resx10_elewise_resx10_elewise_relu_splitncnn_0 resx10_elewise_resx10_elewise_relu_splitncnn_1 -23330=8,3,14,14,480,3,14,14,480
|
||||
ConvolutionDepthWise resx11_conv1 1 1 resx10_elewise_resx10_elewise_relu_splitncnn_1 resx11_conv1_resx11_conv1_relu -23330=4,3,14,14,120 0=120 1=1 5=1 6=19200 7=3 9=1
|
||||
ShuffleChannel shuffle11 1 1 resx11_conv1_resx11_conv1_relu shuffle11 -23330=4,3,14,14,120 0=3
|
||||
ConvolutionDepthWise resx11_conv2 1 1 shuffle11 resx11_conv2_resx11_conv2_scale -23330=4,3,14,14,120 0=120 1=3 4=1 5=1 6=1080 7=120
|
||||
ConvolutionDepthWise resx11_conv3 1 1 resx11_conv2_resx11_conv2_scale resx11_conv3_resx11_conv3_scale -23330=4,3,14,14,480 0=480 1=1 5=1 6=19200 7=3
|
||||
Eltwise resx11_elewise 2 1 resx10_elewise_resx10_elewise_relu_splitncnn_0 resx11_conv3_resx11_conv3_scale resx11_elewise -23330=4,3,14,14,480 0=1
|
||||
ReLU resx11_elewise_relu 1 1 resx11_elewise resx11_elewise_resx11_elewise_relu -23330=4,3,14,14,480
|
||||
Split splitncnn_11 1 2 resx11_elewise_resx11_elewise_relu resx11_elewise_resx11_elewise_relu_splitncnn_0 resx11_elewise_resx11_elewise_relu_splitncnn_1 -23330=8,3,14,14,480,3,14,14,480
|
||||
ConvolutionDepthWise resx12_conv1 1 1 resx11_elewise_resx11_elewise_relu_splitncnn_1 resx12_conv1_resx12_conv1_relu -23330=4,3,14,14,120 0=120 1=1 5=1 6=19200 7=3 9=1
|
||||
ShuffleChannel shuffle12 1 1 resx12_conv1_resx12_conv1_relu shuffle12 -23330=4,3,14,14,120 0=3
|
||||
ConvolutionDepthWise resx12_conv2 1 1 shuffle12 resx12_conv2_resx12_conv2_scale -23330=4,3,14,14,120 0=120 1=3 4=1 5=1 6=1080 7=120
|
||||
ConvolutionDepthWise resx12_conv3 1 1 resx12_conv2_resx12_conv2_scale resx12_conv3_resx12_conv3_scale -23330=4,3,14,14,480 0=480 1=1 5=1 6=19200 7=3
|
||||
Eltwise resx12_elewise 2 1 resx11_elewise_resx11_elewise_relu_splitncnn_0 resx12_conv3_resx12_conv3_scale resx12_elewise -23330=4,3,14,14,480 0=1
|
||||
ReLU resx12_elewise_relu 1 1 resx12_elewise resx12_elewise_resx12_elewise_relu -23330=4,3,14,14,480
|
||||
Split splitncnn_12 1 2 resx12_elewise_resx12_elewise_relu resx12_elewise_resx12_elewise_relu_splitncnn_0 resx12_elewise_resx12_elewise_relu_splitncnn_1 -23330=8,3,14,14,480,3,14,14,480
|
||||
Pooling resx13_match_conv 1 1 resx12_elewise_resx12_elewise_relu_splitncnn_1 resx13_match_conv -23330=4,3,7,7,480 0=1 1=3 2=2
|
||||
ConvolutionDepthWise resx13_conv1 1 1 resx12_elewise_resx12_elewise_relu_splitncnn_0 resx13_conv1_resx13_conv1_relu -23330=4,3,14,14,120 0=120 1=1 5=1 6=19200 7=3 9=1
|
||||
ShuffleChannel shuffle13 1 1 resx13_conv1_resx13_conv1_relu shuffle13 -23330=4,3,14,14,120 0=3
|
||||
ConvolutionDepthWise resx13_conv2 1 1 shuffle13 resx13_conv2_resx13_conv2_scale -23330=4,3,7,7,120 0=120 1=3 3=2 4=1 5=1 6=1080 7=120
|
||||
ConvolutionDepthWise resx13_conv3 1 1 resx13_conv2_resx13_conv2_scale resx13_conv3_resx13_conv3_scale -23330=4,3,7,7,480 0=480 1=1 5=1 6=19200 7=3
|
||||
Concat resx13_concat 2 1 resx13_match_conv resx13_conv3_resx13_conv3_scale resx13_concat -23330=4,3,7,7,960
|
||||
ReLU resx13_concat_relu 1 1 resx13_concat resx13_concat_resx13_concat_relu -23330=4,3,7,7,960
|
||||
Split splitncnn_13 1 2 resx13_concat_resx13_concat_relu resx13_concat_resx13_concat_relu_splitncnn_0 resx13_concat_resx13_concat_relu_splitncnn_1 -23330=8,3,7,7,960,3,7,7,960
|
||||
ConvolutionDepthWise resx14_conv1 1 1 resx13_concat_resx13_concat_relu_splitncnn_1 resx14_conv1_resx14_conv1_relu -23330=4,3,7,7,240 0=240 1=1 5=1 6=76800 7=3 9=1
|
||||
ShuffleChannel shuffle14 1 1 resx14_conv1_resx14_conv1_relu shuffle14 -23330=4,3,7,7,240 0=3
|
||||
ConvolutionDepthWise resx14_conv2 1 1 shuffle14 resx14_conv2_resx14_conv2_scale -23330=4,3,7,7,240 0=240 1=3 4=1 5=1 6=2160 7=240
|
||||
ConvolutionDepthWise resx14_conv3 1 1 resx14_conv2_resx14_conv2_scale resx14_conv3_resx14_conv3_scale -23330=4,3,7,7,960 0=960 1=1 5=1 6=76800 7=3
|
||||
Eltwise resx14_elewise 2 1 resx13_concat_resx13_concat_relu_splitncnn_0 resx14_conv3_resx14_conv3_scale resx14_elewise -23330=4,3,7,7,960 0=1
|
||||
ReLU resx14_elewise_relu 1 1 resx14_elewise resx14_elewise_resx14_elewise_relu -23330=4,3,7,7,960
|
||||
Split splitncnn_14 1 2 resx14_elewise_resx14_elewise_relu resx14_elewise_resx14_elewise_relu_splitncnn_0 resx14_elewise_resx14_elewise_relu_splitncnn_1 -23330=8,3,7,7,960,3,7,7,960
|
||||
ConvolutionDepthWise resx15_conv1 1 1 resx14_elewise_resx14_elewise_relu_splitncnn_1 resx15_conv1_resx15_conv1_relu -23330=4,3,7,7,240 0=240 1=1 5=1 6=76800 7=3 9=1
|
||||
ShuffleChannel shuffle15 1 1 resx15_conv1_resx15_conv1_relu shuffle15 -23330=4,3,7,7,240 0=3
|
||||
ConvolutionDepthWise resx15_conv2 1 1 shuffle15 resx15_conv2_resx15_conv2_scale -23330=4,3,7,7,240 0=240 1=3 4=1 5=1 6=2160 7=240
|
||||
ConvolutionDepthWise resx15_conv3 1 1 resx15_conv2_resx15_conv2_scale resx15_conv3_resx15_conv3_scale -23330=4,3,7,7,960 0=960 1=1 5=1 6=76800 7=3
|
||||
Eltwise resx15_elewise 2 1 resx14_elewise_resx14_elewise_relu_splitncnn_0 resx15_conv3_resx15_conv3_scale resx15_elewise -23330=4,3,7,7,960 0=1
|
||||
ReLU resx15_elewise_relu 1 1 resx15_elewise resx15_elewise_resx15_elewise_relu -23330=4,3,7,7,960
|
||||
Split splitncnn_15 1 2 resx15_elewise_resx15_elewise_relu resx15_elewise_resx15_elewise_relu_splitncnn_0 resx15_elewise_resx15_elewise_relu_splitncnn_1 -23330=8,3,7,7,960,3,7,7,960
|
||||
ConvolutionDepthWise resx16_conv1 1 1 resx15_elewise_resx15_elewise_relu_splitncnn_1 resx16_conv1_resx16_conv1_relu -23330=4,3,7,7,240 0=240 1=1 5=1 6=76800 7=3 9=1
|
||||
ShuffleChannel shuffle16 1 1 resx16_conv1_resx16_conv1_relu shuffle16 -23330=4,3,7,7,240 0=3
|
||||
ConvolutionDepthWise resx16_conv2 1 1 shuffle16 resx16_conv2_resx16_conv2_scale -23330=4,3,7,7,240 0=240 1=3 4=1 5=1 6=2160 7=240
|
||||
ConvolutionDepthWise resx16_conv3 1 1 resx16_conv2_resx16_conv2_scale resx16_conv3_resx16_conv3_scale -23330=4,3,7,7,960 0=960 1=1 5=1 6=76800 7=3
|
||||
Eltwise resx16_elewise 2 1 resx15_elewise_resx15_elewise_relu_splitncnn_0 resx16_conv3_resx16_conv3_scale resx16_elewise -23330=4,3,7,7,960 0=1
|
||||
ReLU resx16_elewise_relu 1 1 resx16_elewise resx16_elewise_resx16_elewise_relu -23330=4,3,7,7,960
|
||||
Pooling pool_ave 1 1 resx16_elewise_resx16_elewise_relu pool_ave -23330=4,1,960,1,1 0=1 4=1
|
||||
InnerProduct fc1000 1 1 pool_ave fc1000 -23330=4,1,1000,1,1 0=1000 1=1 2=960000
|
||||
Softmax prob 1 1 fc1000 output -23330=4,1,1000,1,1
|
||||
111
3rdparty/ncnn/benchmark/shufflenet_v2.param
vendored
Normal file
111
3rdparty/ncnn/benchmark/shufflenet_v2.param
vendored
Normal file
@ -0,0 +1,111 @@
|
||||
7767517
|
||||
109 125
|
||||
Input data 0 1 data -23330=4,3,224,224,3 0=224 1=224 2=3
|
||||
Convolution conv1 1 1 data conv1_conv1_relu -23330=4,3,112,112,24 0=24 1=3 3=2 4=1 5=1 6=648 9=1
|
||||
Pooling pool1 1 1 conv1_conv1_relu pool1 -23330=4,3,56,56,24 1=3 2=2
|
||||
Split splitncnn_0 1 2 pool1 pool1_splitncnn_0 pool1_splitncnn_1 -23330=8,3,56,56,24,3,56,56,24
|
||||
ConvolutionDepthWise branch1_1_conv1 1 1 pool1_splitncnn_1 branch1_1_conv1_branch1_1_conv1_scale -23330=4,3,28,28,24 0=24 1=3 3=2 4=1 5=1 6=216 7=24
|
||||
Convolution branch1_1_conv2 1 1 branch1_1_conv1_branch1_1_conv1_scale branch1_1_conv2_branch1_1_conv2_relu -23330=4,3,28,28,58 0=58 1=1 5=1 6=1392 9=1
|
||||
Convolution branch1_2_conv1 1 1 pool1_splitncnn_0 branch1_2_conv1_branch1_2_conv1_relu -23330=4,3,56,56,58 0=58 1=1 5=1 6=1392 9=1
|
||||
ConvolutionDepthWise branch1_2_conv2 1 1 branch1_2_conv1_branch1_2_conv1_relu branch1_2_conv2_branch1_2_conv2_scale -23330=4,3,28,28,58 0=58 1=3 3=2 4=1 5=1 6=522 7=58
|
||||
Convolution branch1_2_conv3 1 1 branch1_2_conv2_branch1_2_conv2_scale branch1_2_conv3_branch1_2_conv3_relu -23330=4,3,28,28,58 0=58 1=1 5=1 6=3364 9=1
|
||||
Concat concat1 2 1 branch1_1_conv2_branch1_1_conv2_relu branch1_2_conv3_branch1_2_conv3_relu concat1 -23330=4,3,28,28,116
|
||||
ShuffleChannel shuffle1 1 1 concat1 shuffle1 -23330=4,3,28,28,116 0=2
|
||||
Slice slice2 1 2 shuffle1 branch2_1 branch2_2 -23330=8,3,28,28,58,3,28,28,58 -23300=2,58,-233
|
||||
Convolution branch2_2_conv1 1 1 branch2_2 branch2_2_conv1_branch2_2_conv1_relu -23330=4,3,28,28,58 0=58 1=1 5=1 6=3364 9=1
|
||||
ConvolutionDepthWise branch2_2_conv2 1 1 branch2_2_conv1_branch2_2_conv1_relu branch2_2_conv2_branch2_2_conv2_scale -23330=4,3,28,28,58 0=58 1=3 4=1 5=1 6=522 7=58
|
||||
Convolution branch2_2_conv3 1 1 branch2_2_conv2_branch2_2_conv2_scale branch2_2_conv3_branch2_2_conv3_relu -23330=4,3,28,28,58 0=58 1=1 5=1 6=3364 9=1
|
||||
Concat concat2 2 1 branch2_1 branch2_2_conv3_branch2_2_conv3_relu concat2 -23330=4,3,28,28,116
|
||||
ShuffleChannel shuffle2 1 1 concat2 shuffle2 -23330=4,3,28,28,116 0=2
|
||||
Slice slice3 1 2 shuffle2 branch3_1 branch3_2 -23330=8,3,28,28,58,3,28,28,58 -23300=2,58,-233
|
||||
Convolution branch3_2_conv1 1 1 branch3_2 branch3_2_conv1_branch3_2_conv1_relu -23330=4,3,28,28,58 0=58 1=1 5=1 6=3364 9=1
|
||||
ConvolutionDepthWise branch3_2_conv2 1 1 branch3_2_conv1_branch3_2_conv1_relu branch3_2_conv2_branch3_2_conv2_scale -23330=4,3,28,28,58 0=58 1=3 4=1 5=1 6=522 7=58
|
||||
Convolution branch3_2_conv3 1 1 branch3_2_conv2_branch3_2_conv2_scale branch3_2_conv3_branch3_2_conv3_relu -23330=4,3,28,28,58 0=58 1=1 5=1 6=3364 9=1
|
||||
Concat concat3 2 1 branch3_1 branch3_2_conv3_branch3_2_conv3_relu concat3 -23330=4,3,28,28,116
|
||||
ShuffleChannel shuffle3 1 1 concat3 shuffle3 -23330=4,3,28,28,116 0=2
|
||||
Slice slice4 1 2 shuffle3 branch4_1 branch4_2 -23330=8,3,28,28,58,3,28,28,58 -23300=2,58,-233
|
||||
Convolution branch4_2_conv1 1 1 branch4_2 branch4_2_conv1_branch4_2_conv1_relu -23330=4,3,28,28,58 0=58 1=1 5=1 6=3364 9=1
|
||||
ConvolutionDepthWise branch4_2_conv2 1 1 branch4_2_conv1_branch4_2_conv1_relu branch4_2_conv2_branch4_2_conv2_scale -23330=4,3,28,28,58 0=58 1=3 4=1 5=1 6=522 7=58
|
||||
Convolution branch4_2_conv3 1 1 branch4_2_conv2_branch4_2_conv2_scale branch4_2_conv3_branch4_2_conv3_relu -23330=4,3,28,28,58 0=58 1=1 5=1 6=3364 9=1
|
||||
Concat concat4 2 1 branch4_1 branch4_2_conv3_branch4_2_conv3_relu concat4 -23330=4,3,28,28,116
|
||||
ShuffleChannel shuffle4 1 1 concat4 shuffle4 -23330=4,3,28,28,116 0=2
|
||||
Split splitncnn_1 1 2 shuffle4 shuffle4_splitncnn_0 shuffle4_splitncnn_1 -23330=8,3,28,28,116,3,28,28,116
|
||||
ConvolutionDepthWise branch5_1_conv1 1 1 shuffle4_splitncnn_1 branch5_1_conv1_branch5_1_conv1_scale -23330=4,3,14,14,116 0=116 1=3 3=2 4=1 5=1 6=1044 7=116
|
||||
Convolution branch5_1_conv2 1 1 branch5_1_conv1_branch5_1_conv1_scale branch5_1_conv2_branch5_1_conv2_relu -23330=4,3,14,14,116 0=116 1=1 5=1 6=13456 9=1
|
||||
Convolution branch5_2_conv1 1 1 shuffle4_splitncnn_0 branch5_2_conv1_branch5_2_conv1_relu -23330=4,3,28,28,116 0=116 1=1 5=1 6=13456 9=1
|
||||
ConvolutionDepthWise branch5_2_conv2 1 1 branch5_2_conv1_branch5_2_conv1_relu branch5_2_conv2_branch5_2_conv2_scale -23330=4,3,14,14,116 0=116 1=3 3=2 4=1 5=1 6=1044 7=116
|
||||
Convolution branch5_2_conv3 1 1 branch5_2_conv2_branch5_2_conv2_scale branch5_2_conv3_branch5_2_conv3_relu -23330=4,3,14,14,116 0=116 1=1 5=1 6=13456 9=1
|
||||
Concat concat5 2 1 branch5_1_conv2_branch5_1_conv2_relu branch5_2_conv3_branch5_2_conv3_relu concat5 -23330=4,3,14,14,232
|
||||
ShuffleChannel shuffle5 1 1 concat5 shuffle5 -23330=4,3,14,14,232 0=2
|
||||
Slice slice6 1 2 shuffle5 branch6_1 branch6_2 -23330=8,3,14,14,116,3,14,14,116 -23300=2,116,-233
|
||||
Convolution branch6_2_conv1 1 1 branch6_2 branch6_2_conv1_branch6_2_conv1_relu -23330=4,3,14,14,116 0=116 1=1 5=1 6=13456 9=1
|
||||
ConvolutionDepthWise branch6_2_conv2 1 1 branch6_2_conv1_branch6_2_conv1_relu branch6_2_conv2_branch6_2_conv2_scale -23330=4,3,14,14,116 0=116 1=3 4=1 5=1 6=1044 7=116
|
||||
Convolution branch6_2_conv3 1 1 branch6_2_conv2_branch6_2_conv2_scale branch6_2_conv3_branch6_2_conv3_relu -23330=4,3,14,14,116 0=116 1=1 5=1 6=13456 9=1
|
||||
Concat concat6 2 1 branch6_1 branch6_2_conv3_branch6_2_conv3_relu concat6 -23330=4,3,14,14,232
|
||||
ShuffleChannel shuffle6 1 1 concat6 shuffle6 -23330=4,3,14,14,232 0=2
|
||||
Slice slice7 1 2 shuffle6 branch7_1 branch7_2 -23330=8,3,14,14,116,3,14,14,116 -23300=2,116,-233
|
||||
Convolution branch7_2_conv1 1 1 branch7_2 branch7_2_conv1_branch7_2_conv1_relu -23330=4,3,14,14,116 0=116 1=1 5=1 6=13456 9=1
|
||||
ConvolutionDepthWise branch7_2_conv2 1 1 branch7_2_conv1_branch7_2_conv1_relu branch7_2_conv2_branch7_2_conv2_scale -23330=4,3,14,14,116 0=116 1=3 4=1 5=1 6=1044 7=116
|
||||
Convolution branch7_2_conv3 1 1 branch7_2_conv2_branch7_2_conv2_scale branch7_2_conv3_branch7_2_conv3_relu -23330=4,3,14,14,116 0=116 1=1 5=1 6=13456 9=1
|
||||
Concat concat7 2 1 branch7_1 branch7_2_conv3_branch7_2_conv3_relu concat7 -23330=4,3,14,14,232
|
||||
ShuffleChannel shuffle7 1 1 concat7 shuffle7 -23330=4,3,14,14,232 0=2
|
||||
Slice slice8 1 2 shuffle7 branch8_1 branch8_2 -23330=8,3,14,14,116,3,14,14,116 -23300=2,116,-233
|
||||
Convolution branch8_2_conv1 1 1 branch8_2 branch8_2_conv1_branch8_2_conv1_relu -23330=4,3,14,14,116 0=116 1=1 5=1 6=13456 9=1
|
||||
ConvolutionDepthWise branch8_2_conv2 1 1 branch8_2_conv1_branch8_2_conv1_relu branch8_2_conv2_branch8_2_conv2_scale -23330=4,3,14,14,116 0=116 1=3 4=1 5=1 6=1044 7=116
|
||||
Convolution branch8_2_conv3 1 1 branch8_2_conv2_branch8_2_conv2_scale branch8_2_conv3_branch8_2_conv3_relu -23330=4,3,14,14,116 0=116 1=1 5=1 6=13456 9=1
|
||||
Concat concat8 2 1 branch8_1 branch8_2_conv3_branch8_2_conv3_relu concat8 -23330=4,3,14,14,232
|
||||
ShuffleChannel shuffle8 1 1 concat8 shuffle8 -23330=4,3,14,14,232 0=2
|
||||
Slice slice9 1 2 shuffle8 branch9_1 branch9_2 -23330=8,3,14,14,116,3,14,14,116 -23300=2,116,-233
|
||||
Convolution branch9_2_conv1 1 1 branch9_2 branch9_2_conv1_branch9_2_conv1_relu -23330=4,3,14,14,116 0=116 1=1 5=1 6=13456 9=1
|
||||
ConvolutionDepthWise branch9_2_conv2 1 1 branch9_2_conv1_branch9_2_conv1_relu branch9_2_conv2_branch9_2_conv2_scale -23330=4,3,14,14,116 0=116 1=3 4=1 5=1 6=1044 7=116
|
||||
Convolution branch9_2_conv3 1 1 branch9_2_conv2_branch9_2_conv2_scale branch9_2_conv3_branch9_2_conv3_relu -23330=4,3,14,14,116 0=116 1=1 5=1 6=13456 9=1
|
||||
Concat concat9 2 1 branch9_1 branch9_2_conv3_branch9_2_conv3_relu concat9 -23330=4,3,14,14,232
|
||||
ShuffleChannel shuffle9 1 1 concat9 shuffle9 -23330=4,3,14,14,232 0=2
|
||||
Slice slice10 1 2 shuffle9 branch10_1 branch10_2 -23330=8,3,14,14,116,3,14,14,116 -23300=2,116,-233
|
||||
Convolution branch10_2_conv1 1 1 branch10_2 branch10_2_conv1_branch10_2_conv1_relu -23330=4,3,14,14,116 0=116 1=1 5=1 6=13456 9=1
|
||||
ConvolutionDepthWise branch10_2_conv2 1 1 branch10_2_conv1_branch10_2_conv1_relu branch10_2_conv2_branch10_2_conv2_scale -23330=4,3,14,14,116 0=116 1=3 4=1 5=1 6=1044 7=116
|
||||
Convolution branch10_2_conv3 1 1 branch10_2_conv2_branch10_2_conv2_scale branch10_2_conv3_branch10_2_conv3_relu -23330=4,3,14,14,116 0=116 1=1 5=1 6=13456 9=1
|
||||
Concat concat10 2 1 branch10_1 branch10_2_conv3_branch10_2_conv3_relu concat10 -23330=4,3,14,14,232
|
||||
ShuffleChannel shuffle10 1 1 concat10 shuffle10 -23330=4,3,14,14,232 0=2
|
||||
Slice slice11 1 2 shuffle10 branch11_1 branch11_2 -23330=8,3,14,14,116,3,14,14,116 -23300=2,116,-233
|
||||
Convolution branch11_2_conv1 1 1 branch11_2 branch11_2_conv1_branch11_2_conv1_relu -23330=4,3,14,14,116 0=116 1=1 5=1 6=13456 9=1
|
||||
ConvolutionDepthWise branch11_2_conv2 1 1 branch11_2_conv1_branch11_2_conv1_relu branch11_2_conv2_branch11_2_conv2_scale -23330=4,3,14,14,116 0=116 1=3 4=1 5=1 6=1044 7=116
|
||||
Convolution branch11_2_conv3 1 1 branch11_2_conv2_branch11_2_conv2_scale branch11_2_conv3_branch11_2_conv3_relu -23330=4,3,14,14,116 0=116 1=1 5=1 6=13456 9=1
|
||||
Concat concat11 2 1 branch11_1 branch11_2_conv3_branch11_2_conv3_relu concat11 -23330=4,3,14,14,232
|
||||
ShuffleChannel shuffle11 1 1 concat11 shuffle11 -23330=4,3,14,14,232 0=2
|
||||
Slice slice12 1 2 shuffle11 branch12_1 branch12_2 -23330=8,3,14,14,116,3,14,14,116 -23300=2,116,-233
|
||||
Convolution branch12_2_conv1 1 1 branch12_2 branch12_2_conv1_branch12_2_conv1_relu -23330=4,3,14,14,116 0=116 1=1 5=1 6=13456 9=1
|
||||
ConvolutionDepthWise branch12_2_conv2 1 1 branch12_2_conv1_branch12_2_conv1_relu branch12_2_conv2_branch12_2_conv2_scale -23330=4,3,14,14,116 0=116 1=3 4=1 5=1 6=1044 7=116
|
||||
Convolution branch12_2_conv3 1 1 branch12_2_conv2_branch12_2_conv2_scale branch12_2_conv3_branch12_2_conv3_relu -23330=4,3,14,14,116 0=116 1=1 5=1 6=13456 9=1
|
||||
Concat concat12 2 1 branch12_1 branch12_2_conv3_branch12_2_conv3_relu concat12 -23330=4,3,14,14,232
|
||||
ShuffleChannel shuffle12 1 1 concat12 shuffle12 -23330=4,3,14,14,232 0=2
|
||||
Split splitncnn_2 1 2 shuffle12 shuffle12_splitncnn_0 shuffle12_splitncnn_1 -23330=8,3,14,14,232,3,14,14,232
|
||||
ConvolutionDepthWise branch13_1_conv1 1 1 shuffle12_splitncnn_1 branch13_1_conv1_branch13_1_conv1_scale -23330=4,3,7,7,232 0=232 1=3 3=2 4=1 5=1 6=2088 7=232
|
||||
Convolution branch13_1_conv2 1 1 branch13_1_conv1_branch13_1_conv1_scale branch13_1_conv2_branch13_1_conv2_relu -23330=4,3,7,7,232 0=232 1=1 5=1 6=53824 9=1
|
||||
Convolution branch13_2_conv1 1 1 shuffle12_splitncnn_0 branch13_2_conv1_branch13_2_conv1_relu -23330=4,3,14,14,232 0=232 1=1 5=1 6=53824 9=1
|
||||
ConvolutionDepthWise branch13_2_conv2 1 1 branch13_2_conv1_branch13_2_conv1_relu branch13_2_conv2_branch13_2_conv2_scale -23330=4,3,7,7,232 0=232 1=3 3=2 4=1 5=1 6=2088 7=232
|
||||
Convolution branch13_2_conv3 1 1 branch13_2_conv2_branch13_2_conv2_scale branch13_2_conv3_branch13_2_conv3_relu -23330=4,3,7,7,232 0=232 1=1 5=1 6=53824 9=1
|
||||
Concat concat13 2 1 branch13_1_conv2_branch13_1_conv2_relu branch13_2_conv3_branch13_2_conv3_relu concat13 -23330=4,3,7,7,464
|
||||
ShuffleChannel shuffle13 1 1 concat13 shuffle13 -23330=4,3,7,7,464 0=2
|
||||
Slice slice14 1 2 shuffle13 branch14_1 branch14_2 -23330=8,3,7,7,232,3,7,7,232 -23300=2,232,-233
|
||||
Convolution branch14_2_conv1 1 1 branch14_2 branch14_2_conv1_branch14_2_conv1_relu -23330=4,3,7,7,232 0=232 1=1 5=1 6=53824 9=1
|
||||
ConvolutionDepthWise branch14_2_conv2 1 1 branch14_2_conv1_branch14_2_conv1_relu branch14_2_conv2_branch14_2_conv2_scale -23330=4,3,7,7,232 0=232 1=3 4=1 5=1 6=2088 7=232
|
||||
Convolution branch14_2_conv3 1 1 branch14_2_conv2_branch14_2_conv2_scale branch14_2_conv3_branch14_2_conv3_relu -23330=4,3,7,7,232 0=232 1=1 5=1 6=53824 9=1
|
||||
Concat concat14 2 1 branch14_1 branch14_2_conv3_branch14_2_conv3_relu concat14 -23330=4,3,7,7,464
|
||||
ShuffleChannel shuffle14 1 1 concat14 shuffle14 -23330=4,3,7,7,464 0=2
|
||||
Slice slice15 1 2 shuffle14 branch15_1 branch15_2 -23330=8,3,7,7,232,3,7,7,232 -23300=2,232,-233
|
||||
Convolution branch15_2_conv1 1 1 branch15_2 branch15_2_conv1_branch15_2_conv1_relu -23330=4,3,7,7,232 0=232 1=1 5=1 6=53824 9=1
|
||||
ConvolutionDepthWise branch15_2_conv2 1 1 branch15_2_conv1_branch15_2_conv1_relu branch15_2_conv2_branch15_2_conv2_scale -23330=4,3,7,7,232 0=232 1=3 4=1 5=1 6=2088 7=232
|
||||
Convolution branch15_2_conv3 1 1 branch15_2_conv2_branch15_2_conv2_scale branch15_2_conv3_branch15_2_conv3_relu -23330=4,3,7,7,232 0=232 1=1 5=1 6=53824 9=1
|
||||
Concat concat15 2 1 branch15_1 branch15_2_conv3_branch15_2_conv3_relu concat15 -23330=4,3,7,7,464
|
||||
ShuffleChannel shuffle15 1 1 concat15 shuffle15 -23330=4,3,7,7,464 0=2
|
||||
Slice slice16 1 2 shuffle15 branch16_1 branch16_2 -23330=8,3,7,7,232,3,7,7,232 -23300=2,232,-233
|
||||
Convolution branch16_2_conv1 1 1 branch16_2 branch16_2_conv1_branch16_2_conv1_relu -23330=4,3,7,7,232 0=232 1=1 5=1 6=53824 9=1
|
||||
ConvolutionDepthWise branch16_2_conv2 1 1 branch16_2_conv1_branch16_2_conv1_relu branch16_2_conv2_branch16_2_conv2_scale -23330=4,3,7,7,232 0=232 1=3 4=1 5=1 6=2088 7=232
|
||||
Convolution branch16_2_conv3 1 1 branch16_2_conv2_branch16_2_conv2_scale branch16_2_conv3_branch16_2_conv3_relu -23330=4,3,7,7,232 0=232 1=1 5=1 6=53824 9=1
|
||||
Concat concat16 2 1 branch16_1 branch16_2_conv3_branch16_2_conv3_relu concat16 -23330=4,3,7,7,464
|
||||
ShuffleChannel shuffle16 1 1 concat16 shuffle16 -23330=4,3,7,7,464 0=2
|
||||
Convolution conv5 1 1 shuffle16 conv5_conv5_relu -23330=4,3,7,7,1024 0=1024 1=1 5=1 6=475136 9=1
|
||||
Pooling pool_ave 1 1 conv5_conv5_relu pool_ave -23330=4,1,1024,1,1 0=1 4=1
|
||||
InnerProduct fc1000 1 1 pool_ave fc1000 -23330=4,1,1000,1,1 0=1000 1=1 2=1024000
|
||||
Softmax prob 1 1 fc1000 output -23330=4,1,1000,1,1
|
||||
50
3rdparty/ncnn/benchmark/squeezenet.param
vendored
Normal file
50
3rdparty/ncnn/benchmark/squeezenet.param
vendored
Normal file
@ -0,0 +1,50 @@
|
||||
7767517
|
||||
48 56
|
||||
Input data 0 1 data -23330=4,3,227,227,3 0=227 1=227 2=3
|
||||
Convolution conv1 1 1 data conv1_relu_conv1 -23330=4,3,113,113,64 0=64 1=3 3=2 5=1 6=1728 9=1
|
||||
Pooling pool1 1 1 conv1_relu_conv1 pool1 -23330=4,3,56,56,64 1=3 2=2
|
||||
Convolution fire2/squeeze1x1 1 1 pool1 fire2/squeeze1x1_fire2/relu_squeeze1x1 -23330=4,3,56,56,16 0=16 1=1 5=1 6=1024 9=1
|
||||
Split splitncnn_0 1 2 fire2/squeeze1x1_fire2/relu_squeeze1x1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_0 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_1 -23330=8,3,56,56,16,3,56,56,16
|
||||
Convolution fire2/expand1x1 1 1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_1 fire2/expand1x1_fire2/relu_expand1x1 -23330=4,3,56,56,64 0=64 1=1 5=1 6=1024 9=1
|
||||
Convolution fire2/expand3x3 1 1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_0 fire2/expand3x3_fire2/relu_expand3x3 -23330=4,3,56,56,64 0=64 1=3 4=1 5=1 6=9216 9=1
|
||||
Concat fire2/concat 2 1 fire2/expand1x1_fire2/relu_expand1x1 fire2/expand3x3_fire2/relu_expand3x3 fire2/concat -23330=4,3,56,56,128
|
||||
Convolution fire3/squeeze1x1 1 1 fire2/concat fire3/squeeze1x1_fire3/relu_squeeze1x1 -23330=4,3,56,56,16 0=16 1=1 5=1 6=2048 9=1
|
||||
Split splitncnn_1 1 2 fire3/squeeze1x1_fire3/relu_squeeze1x1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_0 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_1 -23330=8,3,56,56,16,3,56,56,16
|
||||
Convolution fire3/expand1x1 1 1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_1 fire3/expand1x1_fire3/relu_expand1x1 -23330=4,3,56,56,64 0=64 1=1 5=1 6=1024 9=1
|
||||
Convolution fire3/expand3x3 1 1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_0 fire3/expand3x3_fire3/relu_expand3x3 -23330=4,3,56,56,64 0=64 1=3 4=1 5=1 6=9216 9=1
|
||||
Concat fire3/concat 2 1 fire3/expand1x1_fire3/relu_expand1x1 fire3/expand3x3_fire3/relu_expand3x3 fire3/concat -23330=4,3,56,56,128
|
||||
Pooling pool3 1 1 fire3/concat pool3 -23330=4,3,28,28,128 1=3 2=2
|
||||
Convolution fire4/squeeze1x1 1 1 pool3 fire4/squeeze1x1_fire4/relu_squeeze1x1 -23330=4,3,28,28,32 0=32 1=1 5=1 6=4096 9=1
|
||||
Split splitncnn_2 1 2 fire4/squeeze1x1_fire4/relu_squeeze1x1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_0 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_1 -23330=8,3,28,28,32,3,28,28,32
|
||||
Convolution fire4/expand1x1 1 1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_1 fire4/expand1x1_fire4/relu_expand1x1 -23330=4,3,28,28,128 0=128 1=1 5=1 6=4096 9=1
|
||||
Convolution fire4/expand3x3 1 1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_0 fire4/expand3x3_fire4/relu_expand3x3 -23330=4,3,28,28,128 0=128 1=3 4=1 5=1 6=36864 9=1
|
||||
Concat fire4/concat 2 1 fire4/expand1x1_fire4/relu_expand1x1 fire4/expand3x3_fire4/relu_expand3x3 fire4/concat -23330=4,3,28,28,256
|
||||
Convolution fire5/squeeze1x1 1 1 fire4/concat fire5/squeeze1x1_fire5/relu_squeeze1x1 -23330=4,3,28,28,32 0=32 1=1 5=1 6=8192 9=1
|
||||
Split splitncnn_3 1 2 fire5/squeeze1x1_fire5/relu_squeeze1x1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_0 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_1 -23330=8,3,28,28,32,3,28,28,32
|
||||
Convolution fire5/expand1x1 1 1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_1 fire5/expand1x1_fire5/relu_expand1x1 -23330=4,3,28,28,128 0=128 1=1 5=1 6=4096 9=1
|
||||
Convolution fire5/expand3x3 1 1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_0 fire5/expand3x3_fire5/relu_expand3x3 -23330=4,3,28,28,128 0=128 1=3 4=1 5=1 6=36864 9=1
|
||||
Concat fire5/concat 2 1 fire5/expand1x1_fire5/relu_expand1x1 fire5/expand3x3_fire5/relu_expand3x3 fire5/concat -23330=4,3,28,28,256
|
||||
Pooling pool5 1 1 fire5/concat pool5 -23330=4,3,14,14,256 1=3 2=2
|
||||
Convolution fire6/squeeze1x1 1 1 pool5 fire6/squeeze1x1_fire6/relu_squeeze1x1 -23330=4,3,14,14,48 0=48 1=1 5=1 6=12288 9=1
|
||||
Split splitncnn_4 1 2 fire6/squeeze1x1_fire6/relu_squeeze1x1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_0 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_1 -23330=8,3,14,14,48,3,14,14,48
|
||||
Convolution fire6/expand1x1 1 1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_1 fire6/expand1x1_fire6/relu_expand1x1 -23330=4,3,14,14,192 0=192 1=1 5=1 6=9216 9=1
|
||||
Convolution fire6/expand3x3 1 1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_0 fire6/expand3x3_fire6/relu_expand3x3 -23330=4,3,14,14,192 0=192 1=3 4=1 5=1 6=82944 9=1
|
||||
Concat fire6/concat 2 1 fire6/expand1x1_fire6/relu_expand1x1 fire6/expand3x3_fire6/relu_expand3x3 fire6/concat -23330=4,3,14,14,384
|
||||
Convolution fire7/squeeze1x1 1 1 fire6/concat fire7/squeeze1x1_fire7/relu_squeeze1x1 -23330=4,3,14,14,48 0=48 1=1 5=1 6=18432 9=1
|
||||
Split splitncnn_5 1 2 fire7/squeeze1x1_fire7/relu_squeeze1x1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_0 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_1 -23330=8,3,14,14,48,3,14,14,48
|
||||
Convolution fire7/expand1x1 1 1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_1 fire7/expand1x1_fire7/relu_expand1x1 -23330=4,3,14,14,192 0=192 1=1 5=1 6=9216 9=1
|
||||
Convolution fire7/expand3x3 1 1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_0 fire7/expand3x3_fire7/relu_expand3x3 -23330=4,3,14,14,192 0=192 1=3 4=1 5=1 6=82944 9=1
|
||||
Concat fire7/concat 2 1 fire7/expand1x1_fire7/relu_expand1x1 fire7/expand3x3_fire7/relu_expand3x3 fire7/concat -23330=4,3,14,14,384
|
||||
Convolution fire8/squeeze1x1 1 1 fire7/concat fire8/squeeze1x1_fire8/relu_squeeze1x1 -23330=4,3,14,14,64 0=64 1=1 5=1 6=24576 9=1
|
||||
Split splitncnn_6 1 2 fire8/squeeze1x1_fire8/relu_squeeze1x1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_0 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_1 -23330=8,3,14,14,64,3,14,14,64
|
||||
Convolution fire8/expand1x1 1 1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_1 fire8/expand1x1_fire8/relu_expand1x1 -23330=4,3,14,14,256 0=256 1=1 5=1 6=16384 9=1
|
||||
Convolution fire8/expand3x3 1 1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_0 fire8/expand3x3_fire8/relu_expand3x3 -23330=4,3,14,14,256 0=256 1=3 4=1 5=1 6=147456 9=1
|
||||
Concat fire8/concat 2 1 fire8/expand1x1_fire8/relu_expand1x1 fire8/expand3x3_fire8/relu_expand3x3 fire8/concat -23330=4,3,14,14,512
|
||||
Convolution fire9/squeeze1x1 1 1 fire8/concat fire9/squeeze1x1_fire9/relu_squeeze1x1 -23330=4,3,14,14,64 0=64 1=1 5=1 6=32768 9=1
|
||||
Split splitncnn_7 1 2 fire9/squeeze1x1_fire9/relu_squeeze1x1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_0 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_1 -23330=8,3,14,14,64,3,14,14,64
|
||||
Convolution fire9/expand1x1 1 1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_1 fire9/expand1x1_fire9/relu_expand1x1 -23330=4,3,14,14,256 0=256 1=1 5=1 6=16384 9=1
|
||||
Convolution fire9/expand3x3 1 1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_0 fire9/expand3x3_fire9/relu_expand3x3 -23330=4,3,14,14,256 0=256 1=3 4=1 5=1 6=147456 9=1
|
||||
Concat fire9/concat 2 1 fire9/expand1x1_fire9/relu_expand1x1 fire9/expand3x3_fire9/relu_expand3x3 fire9/concat_drop9 -23330=4,3,14,14,512
|
||||
Convolution conv10 1 1 fire9/concat_drop9 conv10_relu_conv10 -23330=4,3,16,16,1000 0=1000 1=1 4=1 5=1 6=512000 9=1
|
||||
Pooling pool10 1 1 conv10_relu_conv10 pool10 -23330=4,1,1000,1,1 0=1 4=1
|
||||
Softmax prob 1 1 pool10 output -23330=4,1,1000,1,1
|
||||
50
3rdparty/ncnn/benchmark/squeezenet_int8.param
vendored
Normal file
50
3rdparty/ncnn/benchmark/squeezenet_int8.param
vendored
Normal file
@ -0,0 +1,50 @@
|
||||
7767517
|
||||
48 56
|
||||
Input data 0 1 data 0=227 1=227 2=3
|
||||
Convolution conv1 1 1 data conv1_relu_conv1 0=64 1=3 3=2 5=1 6=1728 8=2 9=1
|
||||
Pooling pool1 1 1 conv1_relu_conv1 pool1 1=3 2=2
|
||||
Convolution fire2/squeeze1x1 1 1 pool1 fire2/squeeze1x1_fire2/relu_squeeze1x1 0=16 1=1 5=1 6=1024 8=102 9=1
|
||||
Split splitncnn_0 1 2 fire2/squeeze1x1_fire2/relu_squeeze1x1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_0 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_1
|
||||
Convolution fire2/expand1x1 1 1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_1 fire2/expand1x1_fire2/relu_expand1x1 0=64 1=1 5=1 6=1024 8=2 9=1
|
||||
Convolution fire2/expand3x3 1 1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_0 fire2/expand3x3_fire2/relu_expand3x3 0=64 1=3 4=1 5=1 6=9216 8=2 9=1
|
||||
Concat fire2/concat 2 1 fire2/expand1x1_fire2/relu_expand1x1 fire2/expand3x3_fire2/relu_expand3x3 fire2/concat
|
||||
Convolution fire3/squeeze1x1 1 1 fire2/concat fire3/squeeze1x1_fire3/relu_squeeze1x1 0=16 1=1 5=1 6=2048 8=102 9=1
|
||||
Split splitncnn_1 1 2 fire3/squeeze1x1_fire3/relu_squeeze1x1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_0 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_1
|
||||
Convolution fire3/expand1x1 1 1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_1 fire3/expand1x1_fire3/relu_expand1x1 0=64 1=1 5=1 6=1024 8=2 9=1
|
||||
Convolution fire3/expand3x3 1 1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_0 fire3/expand3x3_fire3/relu_expand3x3 0=64 1=3 4=1 5=1 6=9216 8=2 9=1
|
||||
Concat fire3/concat 2 1 fire3/expand1x1_fire3/relu_expand1x1 fire3/expand3x3_fire3/relu_expand3x3 fire3/concat
|
||||
Pooling pool3 1 1 fire3/concat pool3 1=3 2=2
|
||||
Convolution fire4/squeeze1x1 1 1 pool3 fire4/squeeze1x1_fire4/relu_squeeze1x1 0=32 1=1 5=1 6=4096 8=102 9=1
|
||||
Split splitncnn_2 1 2 fire4/squeeze1x1_fire4/relu_squeeze1x1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_0 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_1
|
||||
Convolution fire4/expand1x1 1 1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_1 fire4/expand1x1_fire4/relu_expand1x1 0=128 1=1 5=1 6=4096 8=2 9=1
|
||||
Convolution fire4/expand3x3 1 1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_0 fire4/expand3x3_fire4/relu_expand3x3 0=128 1=3 4=1 5=1 6=36864 8=2 9=1
|
||||
Concat fire4/concat 2 1 fire4/expand1x1_fire4/relu_expand1x1 fire4/expand3x3_fire4/relu_expand3x3 fire4/concat
|
||||
Convolution fire5/squeeze1x1 1 1 fire4/concat fire5/squeeze1x1_fire5/relu_squeeze1x1 0=32 1=1 5=1 6=8192 8=102 9=1
|
||||
Split splitncnn_3 1 2 fire5/squeeze1x1_fire5/relu_squeeze1x1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_0 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_1
|
||||
Convolution fire5/expand1x1 1 1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_1 fire5/expand1x1_fire5/relu_expand1x1 0=128 1=1 5=1 6=4096 8=2 9=1
|
||||
Convolution fire5/expand3x3 1 1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_0 fire5/expand3x3_fire5/relu_expand3x3 0=128 1=3 4=1 5=1 6=36864 8=2 9=1
|
||||
Concat fire5/concat 2 1 fire5/expand1x1_fire5/relu_expand1x1 fire5/expand3x3_fire5/relu_expand3x3 fire5/concat
|
||||
Pooling pool5 1 1 fire5/concat pool5 1=3 2=2
|
||||
Convolution fire6/squeeze1x1 1 1 pool5 fire6/squeeze1x1_fire6/relu_squeeze1x1 0=48 1=1 5=1 6=12288 8=102 9=1
|
||||
Split splitncnn_4 1 2 fire6/squeeze1x1_fire6/relu_squeeze1x1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_0 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_1
|
||||
Convolution fire6/expand1x1 1 1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_1 fire6/expand1x1_fire6/relu_expand1x1 0=192 1=1 5=1 6=9216 8=2 9=1
|
||||
Convolution fire6/expand3x3 1 1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_0 fire6/expand3x3_fire6/relu_expand3x3 0=192 1=3 4=1 5=1 6=82944 8=2 9=1
|
||||
Concat fire6/concat 2 1 fire6/expand1x1_fire6/relu_expand1x1 fire6/expand3x3_fire6/relu_expand3x3 fire6/concat
|
||||
Convolution fire7/squeeze1x1 1 1 fire6/concat fire7/squeeze1x1_fire7/relu_squeeze1x1 0=48 1=1 5=1 6=18432 8=102 9=1
|
||||
Split splitncnn_5 1 2 fire7/squeeze1x1_fire7/relu_squeeze1x1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_0 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_1
|
||||
Convolution fire7/expand1x1 1 1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_1 fire7/expand1x1_fire7/relu_expand1x1 0=192 1=1 5=1 6=9216 8=2 9=1
|
||||
Convolution fire7/expand3x3 1 1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_0 fire7/expand3x3_fire7/relu_expand3x3 0=192 1=3 4=1 5=1 6=82944 8=2 9=1
|
||||
Concat fire7/concat 2 1 fire7/expand1x1_fire7/relu_expand1x1 fire7/expand3x3_fire7/relu_expand3x3 fire7/concat
|
||||
Convolution fire8/squeeze1x1 1 1 fire7/concat fire8/squeeze1x1_fire8/relu_squeeze1x1 0=64 1=1 5=1 6=24576 8=102 9=1
|
||||
Split splitncnn_6 1 2 fire8/squeeze1x1_fire8/relu_squeeze1x1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_0 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_1
|
||||
Convolution fire8/expand1x1 1 1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_1 fire8/expand1x1_fire8/relu_expand1x1 0=256 1=1 5=1 6=16384 8=2 9=1
|
||||
Convolution fire8/expand3x3 1 1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_0 fire8/expand3x3_fire8/relu_expand3x3 0=256 1=3 4=1 5=1 6=147456 8=2 9=1
|
||||
Concat fire8/concat 2 1 fire8/expand1x1_fire8/relu_expand1x1 fire8/expand3x3_fire8/relu_expand3x3 fire8/concat
|
||||
Convolution fire9/squeeze1x1 1 1 fire8/concat fire9/squeeze1x1_fire9/relu_squeeze1x1 0=64 1=1 5=1 6=32768 8=102 9=1
|
||||
Split splitncnn_7 1 2 fire9/squeeze1x1_fire9/relu_squeeze1x1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_0 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_1
|
||||
Convolution fire9/expand1x1 1 1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_1 fire9/expand1x1_fire9/relu_expand1x1 0=256 1=1 5=1 6=16384 8=2 9=1
|
||||
Convolution fire9/expand3x3 1 1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_0 fire9/expand3x3_fire9/relu_expand3x3 0=256 1=3 4=1 5=1 6=147456 8=2 9=1
|
||||
Concat fire9/concat 2 1 fire9/expand1x1_fire9/relu_expand1x1 fire9/expand3x3_fire9/relu_expand3x3 fire9/concat_drop9
|
||||
Convolution conv10 1 1 fire9/concat_drop9 conv10_relu_conv10 0=1000 1=1 4=1 5=1 6=512000 8=2 9=1
|
||||
Pooling pool10 1 1 conv10_relu_conv10 pool10 0=1 4=1
|
||||
Softmax prob 1 1 pool10 output
|
||||
121
3rdparty/ncnn/benchmark/squeezenet_ssd.param
vendored
Normal file
121
3rdparty/ncnn/benchmark/squeezenet_ssd.param
vendored
Normal file
@ -0,0 +1,121 @@
|
||||
7767517
|
||||
119 152
|
||||
Input data 0 1 data -23330=4,3,300,300,3 0=300 1=300 2=3
|
||||
Split splitncnn_0 1 7 data data_splitncnn_0 data_splitncnn_1 data_splitncnn_2 data_splitncnn_3 data_splitncnn_4 data_splitncnn_5 data_splitncnn_6 -23330=28,3,300,300,3,3,300,300,3,3,300,300,3,3,300,300,3,3,300,300,3,3,300,300,3,3,300,300,3
|
||||
Convolution conv1 1 1 data_splitncnn_6 conv1_relu_conv1 -23330=4,3,149,149,64 0=64 1=3 3=2 5=1 6=1728 9=1
|
||||
Pooling pool1 1 1 conv1_relu_conv1 pool1 -23330=4,3,74,74,64 1=3 2=2
|
||||
Convolution fire2/squeeze1x1 1 1 pool1 fire2/squeeze1x1_fire2/relu_squeeze1x1 -23330=4,3,74,74,16 0=16 1=1 5=1 6=1024 9=1
|
||||
Split splitncnn_1 1 2 fire2/squeeze1x1_fire2/relu_squeeze1x1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_0 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_1 -23330=8,3,74,74,16,3,74,74,16
|
||||
Convolution fire2/expand1x1 1 1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_1 fire2/expand1x1_fire2/relu_expand1x1 -23330=4,3,74,74,64 0=64 1=1 5=1 6=1024 9=1
|
||||
Convolution fire2/expand3x3 1 1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_0 fire2/expand3x3_fire2/relu_expand3x3 -23330=4,3,74,74,64 0=64 1=3 4=1 5=1 6=9216 9=1
|
||||
Concat fire2/concat 2 1 fire2/expand1x1_fire2/relu_expand1x1 fire2/expand3x3_fire2/relu_expand3x3 fire2/concat -23330=4,3,74,74,128
|
||||
Convolution fire3/squeeze1x1 1 1 fire2/concat fire3/squeeze1x1_fire3/relu_squeeze1x1 -23330=4,3,74,74,16 0=16 1=1 5=1 6=2048 9=1
|
||||
Split splitncnn_2 1 2 fire3/squeeze1x1_fire3/relu_squeeze1x1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_0 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_1 -23330=8,3,74,74,16,3,74,74,16
|
||||
Convolution fire3/expand1x1 1 1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_1 fire3/expand1x1_fire3/relu_expand1x1 -23330=4,3,74,74,64 0=64 1=1 5=1 6=1024 9=1
|
||||
Convolution fire3/expand3x3 1 1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_0 fire3/expand3x3_fire3/relu_expand3x3 -23330=4,3,74,74,64 0=64 1=3 4=1 5=1 6=9216 9=1
|
||||
Concat fire3/concat 2 1 fire3/expand1x1_fire3/relu_expand1x1 fire3/expand3x3_fire3/relu_expand3x3 fire3/concat -23330=4,3,74,74,128
|
||||
Pooling pool3 1 1 fire3/concat pool3 -23330=4,3,37,37,128 1=3 2=2
|
||||
Convolution fire4/squeeze1x1 1 1 pool3 fire4/squeeze1x1_fire4/relu_squeeze1x1 -23330=4,3,37,37,32 0=32 1=1 5=1 6=4096 9=1
|
||||
Split splitncnn_3 1 2 fire4/squeeze1x1_fire4/relu_squeeze1x1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_0 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_1 -23330=8,3,37,37,32,3,37,37,32
|
||||
Convolution fire4/expand1x1 1 1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_1 fire4/expand1x1_fire4/relu_expand1x1 -23330=4,3,37,37,128 0=128 1=1 5=1 6=4096 9=1
|
||||
Convolution fire4/expand3x3 1 1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_0 fire4/expand3x3_fire4/relu_expand3x3 -23330=4,3,37,37,128 0=128 1=3 4=1 5=1 6=36864 9=1
|
||||
Concat fire4/concat 2 1 fire4/expand1x1_fire4/relu_expand1x1 fire4/expand3x3_fire4/relu_expand3x3 fire4/concat -23330=4,3,37,37,256
|
||||
Convolution fire5/squeeze1x1 1 1 fire4/concat fire5/squeeze1x1_fire5/relu_squeeze1x1 -23330=4,3,37,37,32 0=32 1=1 5=1 6=8192 9=1
|
||||
Split splitncnn_4 1 2 fire5/squeeze1x1_fire5/relu_squeeze1x1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_0 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_1 -23330=8,3,37,37,32,3,37,37,32
|
||||
Convolution fire5/expand1x1 1 1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_1 fire5/expand1x1_fire5/relu_expand1x1 -23330=4,3,37,37,128 0=128 1=1 5=1 6=4096 9=1
|
||||
Convolution fire5/expand3x3 1 1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_0 fire5/expand3x3_fire5/relu_expand3x3 -23330=4,3,37,37,128 0=128 1=3 4=1 5=1 6=36864 9=1
|
||||
Concat fire5/concat 2 1 fire5/expand1x1_fire5/relu_expand1x1 fire5/expand3x3_fire5/relu_expand3x3 fire5/concat -23330=4,3,37,37,256
|
||||
Split splitncnn_5 1 2 fire5/concat fire5/concat_splitncnn_0 fire5/concat_splitncnn_1 -23330=8,3,37,37,256,3,37,37,256
|
||||
Pooling pool5 1 1 fire5/concat_splitncnn_1 pool5 -23330=4,3,18,18,256 1=3 2=2
|
||||
Convolution fire6/squeeze1x1 1 1 pool5 fire6/squeeze1x1_fire6/relu_squeeze1x1 -23330=4,3,18,18,48 0=48 1=1 5=1 6=12288 9=1
|
||||
Split splitncnn_6 1 2 fire6/squeeze1x1_fire6/relu_squeeze1x1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_0 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_1 -23330=8,3,18,18,48,3,18,18,48
|
||||
Convolution fire6/expand1x1 1 1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_1 fire6/expand1x1_fire6/relu_expand1x1 -23330=4,3,18,18,192 0=192 1=1 5=1 6=9216 9=1
|
||||
Convolution fire6/expand3x3 1 1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_0 fire6/expand3x3_fire6/relu_expand3x3 -23330=4,3,18,18,192 0=192 1=3 4=1 5=1 6=82944 9=1
|
||||
Concat fire6/concat 2 1 fire6/expand1x1_fire6/relu_expand1x1 fire6/expand3x3_fire6/relu_expand3x3 fire6/concat -23330=4,3,18,18,384
|
||||
Convolution fire7/squeeze1x1 1 1 fire6/concat fire7/squeeze1x1_fire7/relu_squeeze1x1 -23330=4,3,18,18,48 0=48 1=1 5=1 6=18432 9=1
|
||||
Split splitncnn_7 1 2 fire7/squeeze1x1_fire7/relu_squeeze1x1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_0 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_1 -23330=8,3,18,18,48,3,18,18,48
|
||||
Convolution fire7/expand1x1 1 1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_1 fire7/expand1x1_fire7/relu_expand1x1 -23330=4,3,18,18,192 0=192 1=1 5=1 6=9216 9=1
|
||||
Convolution fire7/expand3x3 1 1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_0 fire7/expand3x3_fire7/relu_expand3x3 -23330=4,3,18,18,192 0=192 1=3 4=1 5=1 6=82944 9=1
|
||||
Concat fire7/concat 2 1 fire7/expand1x1_fire7/relu_expand1x1 fire7/expand3x3_fire7/relu_expand3x3 fire7/concat -23330=4,3,18,18,384
|
||||
Convolution fire8/squeeze1x1 1 1 fire7/concat fire8/squeeze1x1_fire8/relu_squeeze1x1 -23330=4,3,18,18,64 0=64 1=1 5=1 6=24576 9=1
|
||||
Split splitncnn_8 1 2 fire8/squeeze1x1_fire8/relu_squeeze1x1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_0 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_1 -23330=8,3,18,18,64,3,18,18,64
|
||||
Convolution fire8/expand1x1 1 1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_1 fire8/expand1x1_fire8/relu_expand1x1 -23330=4,3,18,18,256 0=256 1=1 5=1 6=16384 9=1
|
||||
Convolution fire8/expand3x3 1 1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_0 fire8/expand3x3_fire8/relu_expand3x3 -23330=4,3,18,18,256 0=256 1=3 4=1 5=1 6=147456 9=1
|
||||
Concat fire8/concat 2 1 fire8/expand1x1_fire8/relu_expand1x1 fire8/expand3x3_fire8/relu_expand3x3 fire8/concat -23330=4,3,18,18,512
|
||||
Convolution fire9/squeeze1x1 1 1 fire8/concat fire9/squeeze1x1_fire9/relu_squeeze1x1 -23330=4,3,18,18,64 0=64 1=1 5=1 6=32768 9=1
|
||||
Split splitncnn_9 1 2 fire9/squeeze1x1_fire9/relu_squeeze1x1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_0 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_1 -23330=8,3,18,18,64,3,18,18,64
|
||||
Convolution fire9/expand1x1 1 1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_1 fire9/expand1x1_fire9/relu_expand1x1 -23330=4,3,18,18,256 0=256 1=1 5=1 6=16384 9=1
|
||||
Convolution fire9/expand3x3 1 1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_0 fire9/expand3x3_fire9/relu_expand3x3 -23330=4,3,18,18,256 0=256 1=3 4=1 5=1 6=147456 9=1
|
||||
Concat fire9/concat 2 1 fire9/expand1x1_fire9/relu_expand1x1 fire9/expand3x3_fire9/relu_expand3x3 fire9/concat -23330=4,3,18,18,512
|
||||
Split splitncnn_10 1 4 fire9/concat fire9/concat_splitncnn_0 fire9/concat_splitncnn_1 fire9/concat_splitncnn_2 fire9/concat_splitncnn_3 -23330=16,3,18,18,512,3,18,18,512,3,18,18,512,3,18,18,512
|
||||
Pooling pool9 1 1 fire9/concat_splitncnn_3 pool9 -23330=4,3,9,9,512 1=3 2=2
|
||||
Convolution fire10/squeeze1x1 1 1 pool9 fire10/squeeze1x1_fire10/relu_squeeze1x1 -23330=4,3,9,9,96 0=96 1=1 5=1 6=49152 9=1
|
||||
Split splitncnn_11 1 2 fire10/squeeze1x1_fire10/relu_squeeze1x1 fire10/squeeze1x1_fire10/relu_squeeze1x1_splitncnn_0 fire10/squeeze1x1_fire10/relu_squeeze1x1_splitncnn_1 -23330=8,3,9,9,96,3,9,9,96
|
||||
Convolution fire10/expand1x1 1 1 fire10/squeeze1x1_fire10/relu_squeeze1x1_splitncnn_1 fire10/expand1x1_fire10/relu_expand1x1 -23330=4,3,9,9,384 0=384 1=1 5=1 6=36864 9=1
|
||||
Convolution fire10/expand3x3 1 1 fire10/squeeze1x1_fire10/relu_squeeze1x1_splitncnn_0 fire10/expand3x3_fire10/relu_expand3x3 -23330=4,3,9,9,384 0=384 1=3 4=1 5=1 6=331776 9=1
|
||||
Concat fire10/concat 2 1 fire10/expand1x1_fire10/relu_expand1x1 fire10/expand3x3_fire10/relu_expand3x3 fire10/concat -23330=4,3,9,9,768
|
||||
Split splitncnn_12 1 4 fire10/concat fire10/concat_splitncnn_0 fire10/concat_splitncnn_1 fire10/concat_splitncnn_2 fire10/concat_splitncnn_3 -23330=16,3,9,9,768,3,9,9,768,3,9,9,768,3,9,9,768
|
||||
Pooling pool10 1 1 fire10/concat_splitncnn_3 pool10 -23330=4,3,4,4,768 1=3 2=2
|
||||
Convolution fire11/squeeze1x1 1 1 pool10 fire11/squeeze1x1_fire11/relu_squeeze1x1 -23330=4,3,4,4,96 0=96 1=1 5=1 6=73728 9=1
|
||||
Split splitncnn_13 1 2 fire11/squeeze1x1_fire11/relu_squeeze1x1 fire11/squeeze1x1_fire11/relu_squeeze1x1_splitncnn_0 fire11/squeeze1x1_fire11/relu_squeeze1x1_splitncnn_1 -23330=8,3,4,4,96,3,4,4,96
|
||||
Convolution fire11/expand1x1 1 1 fire11/squeeze1x1_fire11/relu_squeeze1x1_splitncnn_1 fire11/expand1x1_fire11/relu_expand1x1 -23330=4,3,4,4,384 0=384 1=1 5=1 6=36864 9=1
|
||||
Convolution fire11/expand3x3 1 1 fire11/squeeze1x1_fire11/relu_squeeze1x1_splitncnn_0 fire11/expand3x3_fire11/relu_expand3x3 -23330=4,3,4,4,384 0=384 1=3 4=1 5=1 6=331776 9=1
|
||||
Concat fire11/concat 2 1 fire11/expand1x1_fire11/relu_expand1x1 fire11/expand3x3_fire11/relu_expand3x3 fire11/concat -23330=4,3,4,4,768
|
||||
Split splitncnn_14 1 4 fire11/concat fire11/concat_splitncnn_0 fire11/concat_splitncnn_1 fire11/concat_splitncnn_2 fire11/concat_splitncnn_3 -23330=16,3,4,4,768,3,4,4,768,3,4,4,768,3,4,4,768
|
||||
Convolution conv12_1 1 1 fire11/concat_splitncnn_3 conv12_1_conv12_1/relu -23330=4,3,4,4,128 0=128 1=1 5=1 6=98304 9=1
|
||||
Convolution conv12_2 1 1 conv12_1_conv12_1/relu conv12_2_conv12_2/relu -23330=4,3,2,2,256 0=256 1=3 3=2 4=1 5=1 6=294912 9=1
|
||||
Split splitncnn_15 1 4 conv12_2_conv12_2/relu conv12_2_conv12_2/relu_splitncnn_0 conv12_2_conv12_2/relu_splitncnn_1 conv12_2_conv12_2/relu_splitncnn_2 conv12_2_conv12_2/relu_splitncnn_3 -23330=16,3,2,2,256,3,2,2,256,3,2,2,256,3,2,2,256
|
||||
Convolution conv13_1 1 1 conv12_2_conv12_2/relu_splitncnn_3 conv13_1_conv13_1/relu -23330=4,3,2,2,64 0=64 1=1 5=1 6=16384 9=1
|
||||
Convolution conv13_2 1 1 conv13_1_conv13_1/relu conv13_2_conv13_2/relu -23330=4,3,1,1,128 0=128 1=3 3=2 4=1 5=1 6=73728 9=1
|
||||
Split splitncnn_16 1 3 conv13_2_conv13_2/relu conv13_2_conv13_2/relu_splitncnn_0 conv13_2_conv13_2/relu_splitncnn_1 conv13_2_conv13_2/relu_splitncnn_2 -23330=12,3,1,1,128,3,1,1,128,3,1,1,128
|
||||
BatchNorm fire5/bn 1 1 fire5/concat_splitncnn_0 fire5/normal_fire5/scale -23330=4,3,37,37,256 0=256
|
||||
Split splitncnn_17 1 3 fire5/normal_fire5/scale fire5/normal_fire5/scale_splitncnn_0 fire5/normal_fire5/scale_splitncnn_1 fire5/normal_fire5/scale_splitncnn_2 -23330=12,3,37,37,256,3,37,37,256,3,37,37,256
|
||||
Convolution fire5_mbox_loc 1 1 fire5/normal_fire5/scale_splitncnn_2 fire5_mbox_loc -23330=4,3,37,37,16 0=16 1=3 4=1 5=1 6=36864
|
||||
Permute fire5_mbox_loc_perm 1 1 fire5_mbox_loc fire5_mbox_loc_perm -23330=4,3,16,37,37 0=3
|
||||
Flatten fire5_mbox_loc_flat 1 1 fire5_mbox_loc_perm fire5_mbox_loc_flat -23330=4,1,21904,1,1
|
||||
Convolution fire5_mbox_conf 1 1 fire5/normal_fire5/scale_splitncnn_1 fire5_mbox_conf -23330=4,3,37,37,84 0=84 1=3 4=1 5=1 6=193536
|
||||
Permute fire5_mbox_conf_perm 1 1 fire5_mbox_conf fire5_mbox_conf_perm -23330=4,3,84,37,37 0=3
|
||||
Flatten fire5_mbox_conf_flat 1 1 fire5_mbox_conf_perm fire5_mbox_conf_flat -23330=4,1,114996,1,1
|
||||
PriorBox fire5_mbox_priorbox 2 1 fire5/normal_fire5/scale_splitncnn_0 data_splitncnn_5 fire5_mbox_priorbox -23330=4,2,21904,2,1 -23300=1,2.100000e+01 -23301=1,4.500000e+01 -23302=1,2.000000e+00 9=-233 10=-233 11=8.000000e+00 12=8.000000e+00 13=5.000000e-01
|
||||
Convolution fire9_mbox_loc 1 1 fire9/concat_splitncnn_2 fire9_mbox_loc -23330=4,3,18,18,24 0=24 1=3 4=1 5=1 6=110592
|
||||
Permute fire9_mbox_loc_perm 1 1 fire9_mbox_loc fire9_mbox_loc_perm -23330=4,3,24,18,18 0=3
|
||||
Flatten fire9_mbox_loc_flat 1 1 fire9_mbox_loc_perm fire9_mbox_loc_flat -23330=4,1,7776,1,1
|
||||
Convolution fire9_mbox_conf 1 1 fire9/concat_splitncnn_1 fire9_mbox_conf -23330=4,3,18,18,126 0=126 1=3 4=1 5=1 6=580608
|
||||
Permute fire9_mbox_conf_perm 1 1 fire9_mbox_conf fire9_mbox_conf_perm -23330=4,3,126,18,18 0=3
|
||||
Flatten fire9_mbox_conf_flat 1 1 fire9_mbox_conf_perm fire9_mbox_conf_flat -23330=4,1,40824,1,1
|
||||
PriorBox fire9_mbox_priorbox 2 1 fire9/concat_splitncnn_0 data_splitncnn_4 fire9_mbox_priorbox -23330=4,2,7776,2,1 -23300=1,4.500000e+01 -23301=1,9.900000e+01 -23302=2,2.000000e+00,3.000000e+00 9=-233 10=-233 11=1.600000e+01 12=1.600000e+01 13=5.000000e-01
|
||||
Convolution fire10_mbox_loc 1 1 fire10/concat_splitncnn_2 fire10_mbox_loc -23330=4,3,9,9,24 0=24 1=3 4=1 5=1 6=165888
|
||||
Permute fire10_mbox_loc_perm 1 1 fire10_mbox_loc fire10_mbox_loc_perm -23330=4,3,24,9,9 0=3
|
||||
Flatten fire10_mbox_loc_flat 1 1 fire10_mbox_loc_perm fire10_mbox_loc_flat -23330=4,1,1944,1,1
|
||||
Convolution fire10_mbox_conf 1 1 fire10/concat_splitncnn_1 fire10_mbox_conf -23330=4,3,9,9,126 0=126 1=3 4=1 5=1 6=870912
|
||||
Permute fire10_mbox_conf_perm 1 1 fire10_mbox_conf fire10_mbox_conf_perm -23330=4,3,126,9,9 0=3
|
||||
Flatten fire10_mbox_conf_flat 1 1 fire10_mbox_conf_perm fire10_mbox_conf_flat -23330=4,1,10206,1,1
|
||||
PriorBox fire10_mbox_priorbox 2 1 fire10/concat_splitncnn_0 data_splitncnn_3 fire10_mbox_priorbox -23330=4,2,1944,2,1 -23300=1,9.900000e+01 -23301=1,1.530000e+02 -23302=2,2.000000e+00,3.000000e+00 9=-233 10=-233 11=3.200000e+01 12=3.200000e+01 13=5.000000e-01
|
||||
Convolution fire11_mbox_loc 1 1 fire11/concat_splitncnn_2 fire11_mbox_loc -23330=4,3,4,4,24 0=24 1=3 4=1 5=1 6=165888
|
||||
Permute fire11_mbox_loc_perm 1 1 fire11_mbox_loc fire11_mbox_loc_perm -23330=4,3,24,4,4 0=3
|
||||
Flatten fire11_mbox_loc_flat 1 1 fire11_mbox_loc_perm fire11_mbox_loc_flat -23330=4,1,384,1,1
|
||||
Convolution fire11_mbox_conf 1 1 fire11/concat_splitncnn_1 fire11_mbox_conf -23330=4,3,4,4,126 0=126 1=3 4=1 5=1 6=870912
|
||||
Permute fire11_mbox_conf_perm 1 1 fire11_mbox_conf fire11_mbox_conf_perm -23330=4,3,126,4,4 0=3
|
||||
Flatten fire11_mbox_conf_flat 1 1 fire11_mbox_conf_perm fire11_mbox_conf_flat -23330=4,1,2016,1,1
|
||||
PriorBox fire11_mbox_priorbox 2 1 fire11/concat_splitncnn_0 data_splitncnn_2 fire11_mbox_priorbox -23330=4,2,384,2,1 -23300=1,1.530000e+02 -23301=1,2.070000e+02 -23302=2,2.000000e+00,3.000000e+00 9=-233 10=-233 11=6.400000e+01 12=6.400000e+01 13=5.000000e-01
|
||||
Convolution conv12_2_mbox_loc 1 1 conv12_2_conv12_2/relu_splitncnn_2 conv12_2_mbox_loc -23330=4,3,2,2,24 0=24 1=3 4=1 5=1 6=55296
|
||||
Permute conv12_2_mbox_loc_perm 1 1 conv12_2_mbox_loc conv12_2_mbox_loc_perm -23330=4,3,24,2,2 0=3
|
||||
Flatten conv12_2_mbox_loc_flat 1 1 conv12_2_mbox_loc_perm conv12_2_mbox_loc_flat -23330=4,1,96,1,1
|
||||
Convolution conv12_2_mbox_conf 1 1 conv12_2_conv12_2/relu_splitncnn_1 conv12_2_mbox_conf -23330=4,3,2,2,126 0=126 1=3 4=1 5=1 6=290304
|
||||
Permute conv12_2_mbox_conf_perm 1 1 conv12_2_mbox_conf conv12_2_mbox_conf_perm -23330=4,3,126,2,2 0=3
|
||||
Flatten conv12_2_mbox_conf_flat 1 1 conv12_2_mbox_conf_perm conv12_2_mbox_conf_flat -23330=4,1,504,1,1
|
||||
PriorBox conv12_2_mbox_priorbox 2 1 conv12_2_conv12_2/relu_splitncnn_0 data_splitncnn_1 conv12_2_mbox_priorbox -23330=4,2,96,2,1 -23300=1,2.070000e+02 -23301=1,2.610000e+02 -23302=2,2.000000e+00,3.000000e+00 9=-233 10=-233 11=1.000000e+02 12=1.000000e+02 13=5.000000e-01
|
||||
Convolution conv13_2_mbox_loc 1 1 conv13_2_conv13_2/relu_splitncnn_2 conv13_2_mbox_loc -23330=4,3,1,1,16 0=16 1=3 4=1 5=1 6=18432
|
||||
Permute conv13_2_mbox_loc_perm 1 1 conv13_2_mbox_loc conv13_2_mbox_loc_perm -23330=4,3,16,1,1 0=3
|
||||
Flatten conv13_2_mbox_loc_flat 1 1 conv13_2_mbox_loc_perm conv13_2_mbox_loc_flat -23330=4,1,16,1,1
|
||||
Convolution conv13_2_mbox_conf 1 1 conv13_2_conv13_2/relu_splitncnn_1 conv13_2_mbox_conf -23330=4,3,1,1,84 0=84 1=3 4=1 5=1 6=96768
|
||||
Permute conv13_2_mbox_conf_perm 1 1 conv13_2_mbox_conf conv13_2_mbox_conf_perm -23330=4,3,84,1,1 0=3
|
||||
Flatten conv13_2_mbox_conf_flat 1 1 conv13_2_mbox_conf_perm conv13_2_mbox_conf_flat -23330=4,1,84,1,1
|
||||
PriorBox conv13_2_mbox_priorbox 2 1 conv13_2_conv13_2/relu_splitncnn_0 data_splitncnn_0 conv13_2_mbox_priorbox -23330=4,2,16,2,1 -23300=1,2.610000e+02 -23301=1,3.150000e+02 -23302=1,2.000000e+00 9=-233 10=-233 11=3.000000e+02 12=3.000000e+02 13=5.000000e-01
|
||||
Concat mbox_loc 6 1 fire5_mbox_loc_flat fire9_mbox_loc_flat fire10_mbox_loc_flat fire11_mbox_loc_flat conv12_2_mbox_loc_flat conv13_2_mbox_loc_flat mbox_loc -23330=4,1,32120,1,1
|
||||
Concat mbox_conf 6 1 fire5_mbox_conf_flat fire9_mbox_conf_flat fire10_mbox_conf_flat fire11_mbox_conf_flat conv12_2_mbox_conf_flat conv13_2_mbox_conf_flat mbox_conf -23330=4,1,168630,1,1
|
||||
Concat mbox_priorbox 6 1 fire5_mbox_priorbox fire9_mbox_priorbox fire10_mbox_priorbox fire11_mbox_priorbox conv12_2_mbox_priorbox conv13_2_mbox_priorbox mbox_priorbox -23330=4,2,32120,2,1 0=1
|
||||
Reshape mbox_conf_reshape 1 1 mbox_conf mbox_conf_reshape -23330=4,2,21,8030,1 0=21 1=-1
|
||||
Softmax mbox_conf_softmax 1 1 mbox_conf_reshape mbox_conf_softmax -23330=4,2,21,8030,1 0=1 1=1
|
||||
Flatten mbox_conf_flatten 1 1 mbox_conf_softmax mbox_conf_flatten -23330=4,1,168630,1,1
|
||||
DetectionOutput detection_out 3 1 mbox_loc mbox_conf_flatten mbox_priorbox output 0=21 1=4.500000e-01 2=100 4=2.500000e-01
|
||||
121
3rdparty/ncnn/benchmark/squeezenet_ssd_int8.param
vendored
Normal file
121
3rdparty/ncnn/benchmark/squeezenet_ssd_int8.param
vendored
Normal file
@ -0,0 +1,121 @@
|
||||
7767517
|
||||
119 152
|
||||
Input data 0 1 data 0=300 1=300 2=3
|
||||
Split splitncnn_0 1 7 data data_splitncnn_0 data_splitncnn_1 data_splitncnn_2 data_splitncnn_3 data_splitncnn_4 data_splitncnn_5 data_splitncnn_6
|
||||
Convolution conv1 1 1 data_splitncnn_6 conv1_relu_conv1 0=64 1=3 3=2 5=1 6=1728 8=2 9=1
|
||||
Pooling pool1 1 1 conv1_relu_conv1 pool1 1=3 2=2
|
||||
Convolution fire2/squeeze1x1 1 1 pool1 fire2/squeeze1x1_fire2/relu_squeeze1x1 0=16 1=1 5=1 6=1024 8=102 9=1
|
||||
Split splitncnn_1 1 2 fire2/squeeze1x1_fire2/relu_squeeze1x1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_0 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_1
|
||||
Convolution fire2/expand1x1 1 1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_1 fire2/expand1x1_fire2/relu_expand1x1 0=64 1=1 5=1 6=1024 8=2 9=1
|
||||
Convolution fire2/expand3x3 1 1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_0 fire2/expand3x3_fire2/relu_expand3x3 0=64 1=3 4=1 5=1 6=9216 8=2 9=1
|
||||
Concat fire2/concat 2 1 fire2/expand1x1_fire2/relu_expand1x1 fire2/expand3x3_fire2/relu_expand3x3 fire2/concat
|
||||
Convolution fire3/squeeze1x1 1 1 fire2/concat fire3/squeeze1x1_fire3/relu_squeeze1x1 0=16 1=1 5=1 6=2048 8=102 9=1
|
||||
Split splitncnn_2 1 2 fire3/squeeze1x1_fire3/relu_squeeze1x1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_0 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_1
|
||||
Convolution fire3/expand1x1 1 1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_1 fire3/expand1x1_fire3/relu_expand1x1 0=64 1=1 5=1 6=1024 8=2 9=1
|
||||
Convolution fire3/expand3x3 1 1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_0 fire3/expand3x3_fire3/relu_expand3x3 0=64 1=3 4=1 5=1 6=9216 8=2 9=1
|
||||
Concat fire3/concat 2 1 fire3/expand1x1_fire3/relu_expand1x1 fire3/expand3x3_fire3/relu_expand3x3 fire3/concat
|
||||
Pooling pool3 1 1 fire3/concat pool3 1=3 2=2
|
||||
Convolution fire4/squeeze1x1 1 1 pool3 fire4/squeeze1x1_fire4/relu_squeeze1x1 0=32 1=1 5=1 6=4096 8=102 9=1
|
||||
Split splitncnn_3 1 2 fire4/squeeze1x1_fire4/relu_squeeze1x1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_0 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_1
|
||||
Convolution fire4/expand1x1 1 1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_1 fire4/expand1x1_fire4/relu_expand1x1 0=128 1=1 5=1 6=4096 8=2 9=1
|
||||
Convolution fire4/expand3x3 1 1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_0 fire4/expand3x3_fire4/relu_expand3x3 0=128 1=3 4=1 5=1 6=36864 8=2 9=1
|
||||
Concat fire4/concat 2 1 fire4/expand1x1_fire4/relu_expand1x1 fire4/expand3x3_fire4/relu_expand3x3 fire4/concat
|
||||
Convolution fire5/squeeze1x1 1 1 fire4/concat fire5/squeeze1x1_fire5/relu_squeeze1x1 0=32 1=1 5=1 6=8192 8=102 9=1
|
||||
Split splitncnn_4 1 2 fire5/squeeze1x1_fire5/relu_squeeze1x1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_0 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_1
|
||||
Convolution fire5/expand1x1 1 1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_1 fire5/expand1x1_fire5/relu_expand1x1 0=128 1=1 5=1 6=4096 8=2 9=1
|
||||
Convolution fire5/expand3x3 1 1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_0 fire5/expand3x3_fire5/relu_expand3x3 0=128 1=3 4=1 5=1 6=36864 8=2 9=1
|
||||
Concat fire5/concat 2 1 fire5/expand1x1_fire5/relu_expand1x1 fire5/expand3x3_fire5/relu_expand3x3 fire5/concat
|
||||
Split splitncnn_5 1 2 fire5/concat fire5/concat_splitncnn_0 fire5/concat_splitncnn_1
|
||||
Pooling pool5 1 1 fire5/concat_splitncnn_1 pool5 1=3 2=2
|
||||
Convolution fire6/squeeze1x1 1 1 pool5 fire6/squeeze1x1_fire6/relu_squeeze1x1 0=48 1=1 5=1 6=12288 8=102 9=1
|
||||
Split splitncnn_6 1 2 fire6/squeeze1x1_fire6/relu_squeeze1x1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_0 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_1
|
||||
Convolution fire6/expand1x1 1 1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_1 fire6/expand1x1_fire6/relu_expand1x1 0=192 1=1 5=1 6=9216 8=2 9=1
|
||||
Convolution fire6/expand3x3 1 1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_0 fire6/expand3x3_fire6/relu_expand3x3 0=192 1=3 4=1 5=1 6=82944 8=2 9=1
|
||||
Concat fire6/concat 2 1 fire6/expand1x1_fire6/relu_expand1x1 fire6/expand3x3_fire6/relu_expand3x3 fire6/concat
|
||||
Convolution fire7/squeeze1x1 1 1 fire6/concat fire7/squeeze1x1_fire7/relu_squeeze1x1 0=48 1=1 5=1 6=18432 8=102 9=1
|
||||
Split splitncnn_7 1 2 fire7/squeeze1x1_fire7/relu_squeeze1x1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_0 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_1
|
||||
Convolution fire7/expand1x1 1 1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_1 fire7/expand1x1_fire7/relu_expand1x1 0=192 1=1 5=1 6=9216 8=2 9=1
|
||||
Convolution fire7/expand3x3 1 1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_0 fire7/expand3x3_fire7/relu_expand3x3 0=192 1=3 4=1 5=1 6=82944 8=2 9=1
|
||||
Concat fire7/concat 2 1 fire7/expand1x1_fire7/relu_expand1x1 fire7/expand3x3_fire7/relu_expand3x3 fire7/concat
|
||||
Convolution fire8/squeeze1x1 1 1 fire7/concat fire8/squeeze1x1_fire8/relu_squeeze1x1 0=64 1=1 5=1 6=24576 8=102 9=1
|
||||
Split splitncnn_8 1 2 fire8/squeeze1x1_fire8/relu_squeeze1x1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_0 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_1
|
||||
Convolution fire8/expand1x1 1 1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_1 fire8/expand1x1_fire8/relu_expand1x1 0=256 1=1 5=1 6=16384 8=2 9=1
|
||||
Convolution fire8/expand3x3 1 1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_0 fire8/expand3x3_fire8/relu_expand3x3 0=256 1=3 4=1 5=1 6=147456 8=2 9=1
|
||||
Concat fire8/concat 2 1 fire8/expand1x1_fire8/relu_expand1x1 fire8/expand3x3_fire8/relu_expand3x3 fire8/concat
|
||||
Convolution fire9/squeeze1x1 1 1 fire8/concat fire9/squeeze1x1_fire9/relu_squeeze1x1 0=64 1=1 5=1 6=32768 8=102 9=1
|
||||
Split splitncnn_9 1 2 fire9/squeeze1x1_fire9/relu_squeeze1x1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_0 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_1
|
||||
Convolution fire9/expand1x1 1 1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_1 fire9/expand1x1_fire9/relu_expand1x1 0=256 1=1 5=1 6=16384 8=2 9=1
|
||||
Convolution fire9/expand3x3 1 1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_0 fire9/expand3x3_fire9/relu_expand3x3 0=256 1=3 4=1 5=1 6=147456 8=2 9=1
|
||||
Concat fire9/concat 2 1 fire9/expand1x1_fire9/relu_expand1x1 fire9/expand3x3_fire9/relu_expand3x3 fire9/concat
|
||||
Split splitncnn_10 1 4 fire9/concat fire9/concat_splitncnn_0 fire9/concat_splitncnn_1 fire9/concat_splitncnn_2 fire9/concat_splitncnn_3
|
||||
Pooling pool9 1 1 fire9/concat_splitncnn_3 pool9 1=3 2=2
|
||||
Convolution fire10/squeeze1x1 1 1 pool9 fire10/squeeze1x1_fire10/relu_squeeze1x1 0=96 1=1 5=1 6=49152 8=102 9=1
|
||||
Split splitncnn_11 1 2 fire10/squeeze1x1_fire10/relu_squeeze1x1 fire10/squeeze1x1_fire10/relu_squeeze1x1_splitncnn_0 fire10/squeeze1x1_fire10/relu_squeeze1x1_splitncnn_1
|
||||
Convolution fire10/expand1x1 1 1 fire10/squeeze1x1_fire10/relu_squeeze1x1_splitncnn_1 fire10/expand1x1_fire10/relu_expand1x1 0=384 1=1 5=1 6=36864 8=2 9=1
|
||||
Convolution fire10/expand3x3 1 1 fire10/squeeze1x1_fire10/relu_squeeze1x1_splitncnn_0 fire10/expand3x3_fire10/relu_expand3x3 0=384 1=3 4=1 5=1 6=331776 8=2 9=1
|
||||
Concat fire10/concat 2 1 fire10/expand1x1_fire10/relu_expand1x1 fire10/expand3x3_fire10/relu_expand3x3 fire10/concat
|
||||
Split splitncnn_12 1 4 fire10/concat fire10/concat_splitncnn_0 fire10/concat_splitncnn_1 fire10/concat_splitncnn_2 fire10/concat_splitncnn_3
|
||||
Pooling pool10 1 1 fire10/concat_splitncnn_3 pool10 1=3 2=2
|
||||
Convolution fire11/squeeze1x1 1 1 pool10 fire11/squeeze1x1_fire11/relu_squeeze1x1 0=96 1=1 5=1 6=73728 8=102 9=1
|
||||
Split splitncnn_13 1 2 fire11/squeeze1x1_fire11/relu_squeeze1x1 fire11/squeeze1x1_fire11/relu_squeeze1x1_splitncnn_0 fire11/squeeze1x1_fire11/relu_squeeze1x1_splitncnn_1
|
||||
Convolution fire11/expand1x1 1 1 fire11/squeeze1x1_fire11/relu_squeeze1x1_splitncnn_1 fire11/expand1x1_fire11/relu_expand1x1 0=384 1=1 5=1 6=36864 8=2 9=1
|
||||
Convolution fire11/expand3x3 1 1 fire11/squeeze1x1_fire11/relu_squeeze1x1_splitncnn_0 fire11/expand3x3_fire11/relu_expand3x3 0=384 1=3 4=1 5=1 6=331776 8=2 9=1
|
||||
Concat fire11/concat 2 1 fire11/expand1x1_fire11/relu_expand1x1 fire11/expand3x3_fire11/relu_expand3x3 fire11/concat
|
||||
Split splitncnn_14 1 4 fire11/concat fire11/concat_splitncnn_0 fire11/concat_splitncnn_1 fire11/concat_splitncnn_2 fire11/concat_splitncnn_3
|
||||
Convolution conv12_1 1 1 fire11/concat_splitncnn_3 conv12_1_conv12_1/relu 0=128 1=1 5=1 6=98304 8=102 9=1
|
||||
Convolution conv12_2 1 1 conv12_1_conv12_1/relu conv12_2_conv12_2/relu 0=256 1=3 3=2 4=1 5=1 6=294912 8=2 9=1
|
||||
Split splitncnn_15 1 4 conv12_2_conv12_2/relu conv12_2_conv12_2/relu_splitncnn_0 conv12_2_conv12_2/relu_splitncnn_1 conv12_2_conv12_2/relu_splitncnn_2 conv12_2_conv12_2/relu_splitncnn_3
|
||||
Convolution conv13_1 1 1 conv12_2_conv12_2/relu_splitncnn_3 conv13_1_conv13_1/relu 0=64 1=1 5=1 6=16384 8=102 9=1
|
||||
Convolution conv13_2 1 1 conv13_1_conv13_1/relu conv13_2_conv13_2/relu 0=128 1=3 3=2 4=1 5=1 6=73728 8=2 9=1
|
||||
Split splitncnn_16 1 3 conv13_2_conv13_2/relu conv13_2_conv13_2/relu_splitncnn_0 conv13_2_conv13_2/relu_splitncnn_1 conv13_2_conv13_2/relu_splitncnn_2
|
||||
BatchNorm fire5/bn 1 1 fire5/concat_splitncnn_0 fire5/normal_fire5/scale 0=256
|
||||
Split splitncnn_17 1 3 fire5/normal_fire5/scale fire5/normal_fire5/scale_splitncnn_0 fire5/normal_fire5/scale_splitncnn_1 fire5/normal_fire5/scale_splitncnn_2
|
||||
Convolution fire5_mbox_loc 1 1 fire5/normal_fire5/scale_splitncnn_2 fire5_mbox_loc 0=16 1=3 4=1 5=1 6=36864 8=2
|
||||
Permute fire5_mbox_loc_perm 1 1 fire5_mbox_loc fire5_mbox_loc_perm 0=3
|
||||
Flatten fire5_mbox_loc_flat 1 1 fire5_mbox_loc_perm fire5_mbox_loc_flat
|
||||
Convolution fire5_mbox_conf 1 1 fire5/normal_fire5/scale_splitncnn_1 fire5_mbox_conf 0=84 1=3 4=1 5=1 6=193536 8=2
|
||||
Permute fire5_mbox_conf_perm 1 1 fire5_mbox_conf fire5_mbox_conf_perm 0=3
|
||||
Flatten fire5_mbox_conf_flat 1 1 fire5_mbox_conf_perm fire5_mbox_conf_flat
|
||||
PriorBox fire5_mbox_priorbox 2 1 fire5/normal_fire5/scale_splitncnn_0 data_splitncnn_5 fire5_mbox_priorbox -23300=1,21.000000 -23301=1,45.000000 -23302=1,2.000000 9=-233 10=-233 11=8.000000 12=8.000000 13=0.500000
|
||||
Convolution fire9_mbox_loc 1 1 fire9/concat_splitncnn_2 fire9_mbox_loc 0=24 1=3 4=1 5=1 6=110592 8=2
|
||||
Permute fire9_mbox_loc_perm 1 1 fire9_mbox_loc fire9_mbox_loc_perm 0=3
|
||||
Flatten fire9_mbox_loc_flat 1 1 fire9_mbox_loc_perm fire9_mbox_loc_flat
|
||||
Convolution fire9_mbox_conf 1 1 fire9/concat_splitncnn_1 fire9_mbox_conf 0=126 1=3 4=1 5=1 6=580608 8=2
|
||||
Permute fire9_mbox_conf_perm 1 1 fire9_mbox_conf fire9_mbox_conf_perm 0=3
|
||||
Flatten fire9_mbox_conf_flat 1 1 fire9_mbox_conf_perm fire9_mbox_conf_flat
|
||||
PriorBox fire9_mbox_priorbox 2 1 fire9/concat_splitncnn_0 data_splitncnn_4 fire9_mbox_priorbox -23300=1,45.000000 -23301=1,99.000000 -23302=2,2.000000,3.000000 9=-233 10=-233 11=16.000000 12=16.000000 13=0.500000
|
||||
Convolution fire10_mbox_loc 1 1 fire10/concat_splitncnn_2 fire10_mbox_loc 0=24 1=3 4=1 5=1 6=165888 8=2
|
||||
Permute fire10_mbox_loc_perm 1 1 fire10_mbox_loc fire10_mbox_loc_perm 0=3
|
||||
Flatten fire10_mbox_loc_flat 1 1 fire10_mbox_loc_perm fire10_mbox_loc_flat
|
||||
Convolution fire10_mbox_conf 1 1 fire10/concat_splitncnn_1 fire10_mbox_conf 0=126 1=3 4=1 5=1 6=870912 8=2
|
||||
Permute fire10_mbox_conf_perm 1 1 fire10_mbox_conf fire10_mbox_conf_perm 0=3
|
||||
Flatten fire10_mbox_conf_flat 1 1 fire10_mbox_conf_perm fire10_mbox_conf_flat
|
||||
PriorBox fire10_mbox_priorbox 2 1 fire10/concat_splitncnn_0 data_splitncnn_3 fire10_mbox_priorbox -23300=1,99.000000 -23301=1,153.000000 -23302=2,2.000000,3.000000 9=-233 10=-233 11=32.000000 12=32.000000 13=0.500000
|
||||
Convolution fire11_mbox_loc 1 1 fire11/concat_splitncnn_2 fire11_mbox_loc 0=24 1=3 4=1 5=1 6=165888 8=2
|
||||
Permute fire11_mbox_loc_perm 1 1 fire11_mbox_loc fire11_mbox_loc_perm 0=3
|
||||
Flatten fire11_mbox_loc_flat 1 1 fire11_mbox_loc_perm fire11_mbox_loc_flat
|
||||
Convolution fire11_mbox_conf 1 1 fire11/concat_splitncnn_1 fire11_mbox_conf 0=126 1=3 4=1 5=1 6=870912 8=2
|
||||
Permute fire11_mbox_conf_perm 1 1 fire11_mbox_conf fire11_mbox_conf_perm 0=3
|
||||
Flatten fire11_mbox_conf_flat 1 1 fire11_mbox_conf_perm fire11_mbox_conf_flat
|
||||
PriorBox fire11_mbox_priorbox 2 1 fire11/concat_splitncnn_0 data_splitncnn_2 fire11_mbox_priorbox -23300=1,153.000000 -23301=1,207.000000 -23302=2,2.000000,3.000000 9=-233 10=-233 11=64.000000 12=64.000000 13=0.500000
|
||||
Convolution conv12_2_mbox_loc 1 1 conv12_2_conv12_2/relu_splitncnn_2 conv12_2_mbox_loc 0=24 1=3 4=1 5=1 6=55296 8=2
|
||||
Permute conv12_2_mbox_loc_perm 1 1 conv12_2_mbox_loc conv12_2_mbox_loc_perm 0=3
|
||||
Flatten conv12_2_mbox_loc_flat 1 1 conv12_2_mbox_loc_perm conv12_2_mbox_loc_flat
|
||||
Convolution conv12_2_mbox_conf 1 1 conv12_2_conv12_2/relu_splitncnn_1 conv12_2_mbox_conf 0=126 1=3 4=1 5=1 6=290304 8=2
|
||||
Permute conv12_2_mbox_conf_perm 1 1 conv12_2_mbox_conf conv12_2_mbox_conf_perm 0=3
|
||||
Flatten conv12_2_mbox_conf_flat 1 1 conv12_2_mbox_conf_perm conv12_2_mbox_conf_flat
|
||||
PriorBox conv12_2_mbox_priorbox 2 1 conv12_2_conv12_2/relu_splitncnn_0 data_splitncnn_1 conv12_2_mbox_priorbox -23300=1,207.000000 -23301=1,261.000000 -23302=2,2.000000,3.000000 9=-233 10=-233 11=100.000000 12=100.000000 13=0.500000
|
||||
Convolution conv13_2_mbox_loc 1 1 conv13_2_conv13_2/relu_splitncnn_2 conv13_2_mbox_loc 0=16 1=3 4=1 5=1 6=18432 8=2
|
||||
Permute conv13_2_mbox_loc_perm 1 1 conv13_2_mbox_loc conv13_2_mbox_loc_perm 0=3
|
||||
Flatten conv13_2_mbox_loc_flat 1 1 conv13_2_mbox_loc_perm conv13_2_mbox_loc_flat
|
||||
Convolution conv13_2_mbox_conf 1 1 conv13_2_conv13_2/relu_splitncnn_1 conv13_2_mbox_conf 0=84 1=3 4=1 5=1 6=96768 8=2
|
||||
Permute conv13_2_mbox_conf_perm 1 1 conv13_2_mbox_conf conv13_2_mbox_conf_perm 0=3
|
||||
Flatten conv13_2_mbox_conf_flat 1 1 conv13_2_mbox_conf_perm conv13_2_mbox_conf_flat
|
||||
PriorBox conv13_2_mbox_priorbox 2 1 conv13_2_conv13_2/relu_splitncnn_0 data_splitncnn_0 conv13_2_mbox_priorbox -23300=1,261.000000 -23301=1,315.000000 -23302=1,2.000000 9=-233 10=-233 11=300.000000 12=300.000000 13=0.500000
|
||||
Concat mbox_loc 6 1 fire5_mbox_loc_flat fire9_mbox_loc_flat fire10_mbox_loc_flat fire11_mbox_loc_flat conv12_2_mbox_loc_flat conv13_2_mbox_loc_flat mbox_loc
|
||||
Concat mbox_conf 6 1 fire5_mbox_conf_flat fire9_mbox_conf_flat fire10_mbox_conf_flat fire11_mbox_conf_flat conv12_2_mbox_conf_flat conv13_2_mbox_conf_flat mbox_conf
|
||||
Concat mbox_priorbox 6 1 fire5_mbox_priorbox fire9_mbox_priorbox fire10_mbox_priorbox fire11_mbox_priorbox conv12_2_mbox_priorbox conv13_2_mbox_priorbox mbox_priorbox 0=1
|
||||
Reshape mbox_conf_reshape 1 1 mbox_conf mbox_conf_reshape 0=21 1=-1
|
||||
Softmax mbox_conf_softmax 1 1 mbox_conf_reshape mbox_conf_softmax 0=1 1=1
|
||||
Flatten mbox_conf_flatten 1 1 mbox_conf_softmax mbox_conf_flatten
|
||||
DetectionOutput detection_out 3 1 mbox_loc mbox_conf_flatten mbox_priorbox output 0=21 1=0.450000 2=100 4=0.250000
|
||||
25
3rdparty/ncnn/benchmark/vgg16.param
vendored
Normal file
25
3rdparty/ncnn/benchmark/vgg16.param
vendored
Normal file
@ -0,0 +1,25 @@
|
||||
7767517
|
||||
23 23
|
||||
Input data 0 1 data -23330=4,3,224,224,3 0=224 1=224 2=3
|
||||
Convolution conv1_1 1 1 data conv1_1_relu1_1 -23330=4,3,224,224,64 0=64 1=3 4=1 5=1 6=1728 9=1
|
||||
Convolution conv1_2 1 1 conv1_1_relu1_1 conv1_2_relu1_2 -23330=4,3,224,224,64 0=64 1=3 4=1 5=1 6=36864 9=1
|
||||
Pooling pool1 1 1 conv1_2_relu1_2 pool1 -23330=4,3,112,112,64 1=2 2=2
|
||||
Convolution conv2_1 1 1 pool1 conv2_1_relu2_1 -23330=4,3,112,112,128 0=128 1=3 4=1 5=1 6=73728 9=1
|
||||
Convolution conv2_2 1 1 conv2_1_relu2_1 conv2_2_relu2_2 -23330=4,3,112,112,128 0=128 1=3 4=1 5=1 6=147456 9=1
|
||||
Pooling pool2 1 1 conv2_2_relu2_2 pool2 -23330=4,3,56,56,128 1=2 2=2
|
||||
Convolution conv3_1 1 1 pool2 conv3_1_relu3_1 -23330=4,3,56,56,256 0=256 1=3 4=1 5=1 6=294912 9=1
|
||||
Convolution conv3_2 1 1 conv3_1_relu3_1 conv3_2_relu3_2 -23330=4,3,56,56,256 0=256 1=3 4=1 5=1 6=589824 9=1
|
||||
Convolution conv3_3 1 1 conv3_2_relu3_2 conv3_3_relu3_3 -23330=4,3,56,56,256 0=256 1=3 4=1 5=1 6=589824 9=1
|
||||
Pooling pool3 1 1 conv3_3_relu3_3 pool3 -23330=4,3,28,28,256 1=2 2=2
|
||||
Convolution conv4_1 1 1 pool3 conv4_1_relu4_1 -23330=4,3,28,28,512 0=512 1=3 4=1 5=1 6=1179648 9=1
|
||||
Convolution conv4_2 1 1 conv4_1_relu4_1 conv4_2_relu4_2 -23330=4,3,28,28,512 0=512 1=3 4=1 5=1 6=2359296 9=1
|
||||
Convolution conv4_3 1 1 conv4_2_relu4_2 conv4_3_relu4_3 -23330=4,3,28,28,512 0=512 1=3 4=1 5=1 6=2359296 9=1
|
||||
Pooling pool4 1 1 conv4_3_relu4_3 pool4 -23330=4,3,14,14,512 1=2 2=2
|
||||
Convolution conv5_1 1 1 pool4 conv5_1_relu5_1 -23330=4,3,14,14,512 0=512 1=3 4=1 5=1 6=2359296 9=1
|
||||
Convolution conv5_2 1 1 conv5_1_relu5_1 conv5_2_relu5_2 -23330=4,3,14,14,512 0=512 1=3 4=1 5=1 6=2359296 9=1
|
||||
Convolution conv5_3 1 1 conv5_2_relu5_2 conv5_3_relu5_3 -23330=4,3,14,14,512 0=512 1=3 4=1 5=1 6=2359296 9=1
|
||||
Pooling pool5 1 1 conv5_3_relu5_3 pool5 -23330=4,3,7,7,512 1=2 2=2
|
||||
InnerProduct fc6 1 1 pool5 fc6_drop6 -23330=4,1,4096,1,1 0=4096 1=1 2=102760448 9=1
|
||||
InnerProduct fc7 1 1 fc6_drop6 fc7_drop7 -23330=4,1,4096,1,1 0=4096 1=1 2=16777216 9=1
|
||||
InnerProduct fc8 1 1 fc7_drop7 fc8 -23330=4,1,1000,1,1 0=1000 1=1 2=4096000
|
||||
Softmax prob 1 1 fc8 output -23330=4,1,1000,1,1
|
||||
25
3rdparty/ncnn/benchmark/vgg16_int8.param
vendored
Normal file
25
3rdparty/ncnn/benchmark/vgg16_int8.param
vendored
Normal file
@ -0,0 +1,25 @@
|
||||
7767517
|
||||
23 23
|
||||
Input data 0 1 data 0=224 1=224 2=3
|
||||
Convolution conv1_1 1 1 data conv1_1_relu1_1 0=64 1=3 4=1 5=1 6=1728 8=102 9=1
|
||||
Convolution conv1_2 1 1 conv1_1_relu1_1 conv1_2_relu1_2 0=64 1=3 4=1 5=1 6=36864 8=2 9=1
|
||||
Pooling pool1 1 1 conv1_2_relu1_2 pool1 1=2 2=2
|
||||
Convolution conv2_1 1 1 pool1 conv2_1_relu2_1 0=128 1=3 4=1 5=1 6=73728 8=102 9=1
|
||||
Convolution conv2_2 1 1 conv2_1_relu2_1 conv2_2_relu2_2 0=128 1=3 4=1 5=1 6=147456 8=2 9=1
|
||||
Pooling pool2 1 1 conv2_2_relu2_2 pool2 1=2 2=2
|
||||
Convolution conv3_1 1 1 pool2 conv3_1_relu3_1 0=256 1=3 4=1 5=1 6=294912 8=102 9=1
|
||||
Convolution conv3_2 1 1 conv3_1_relu3_1 conv3_2_relu3_2 0=256 1=3 4=1 5=1 6=589824 8=102 9=1
|
||||
Convolution conv3_3 1 1 conv3_2_relu3_2 conv3_3_relu3_3 0=256 1=3 4=1 5=1 6=589824 8=2 9=1
|
||||
Pooling pool3 1 1 conv3_3_relu3_3 pool3 1=2 2=2
|
||||
Convolution conv4_1 1 1 pool3 conv4_1_relu4_1 0=512 1=3 4=1 5=1 6=1179648 8=102 9=1
|
||||
Convolution conv4_2 1 1 conv4_1_relu4_1 conv4_2_relu4_2 0=512 1=3 4=1 5=1 6=2359296 8=102 9=1
|
||||
Convolution conv4_3 1 1 conv4_2_relu4_2 conv4_3_relu4_3 0=512 1=3 4=1 5=1 6=2359296 8=2 9=1
|
||||
Pooling pool4 1 1 conv4_3_relu4_3 pool4 1=2 2=2
|
||||
Convolution conv5_1 1 1 pool4 conv5_1_relu5_1 0=512 1=3 4=1 5=1 6=2359296 8=102 9=1
|
||||
Convolution conv5_2 1 1 conv5_1_relu5_1 conv5_2_relu5_2 0=512 1=3 4=1 5=1 6=2359296 8=102 9=1
|
||||
Convolution conv5_3 1 1 conv5_2_relu5_2 conv5_3_relu5_3 0=512 1=3 4=1 5=1 6=2359296 8=2 9=1
|
||||
Pooling pool5 1 1 conv5_3_relu5_3 pool5 1=2 2=2
|
||||
InnerProduct fc6 1 1 pool5 fc6_drop6 0=4096 1=1 2=102760448 8=2 9=1
|
||||
InnerProduct fc7 1 1 fc6_drop6 fc7_drop7 0=4096 1=1 2=16777216 8=2 9=1
|
||||
InnerProduct fc8 1 1 fc7_drop7 fc8 0=1000 1=1 2=4096000 8=2
|
||||
Softmax prob 1 1 fc8 output
|
||||
133
3rdparty/ncnn/benchmark/yolo-fastest-1.1.param
vendored
Normal file
133
3rdparty/ncnn/benchmark/yolo-fastest-1.1.param
vendored
Normal file
@ -0,0 +1,133 @@
|
||||
7767517
|
||||
131 154
|
||||
Input data 0 1 data -23330=4,3,320,320,3 0=320 1=320 2=3
|
||||
Convolution 0_22 1 1 data 0_22_bn_leaky -23330=4,3,160,160,8 0=8 1=3 3=2 4=1 5=1 6=216 9=2 -23310=1,1.000000e-01
|
||||
Convolution 1_31 1 1 0_22_bn_leaky 1_31_bn_leaky -23330=4,3,160,160,8 0=8 1=1 5=1 6=64 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise 2_39 1 1 1_31_bn_leaky 2_39_bn_leaky -23330=4,3,160,160,8 0=8 1=3 4=1 5=1 6=72 7=8 9=2 -23310=1,1.000000e-01
|
||||
Convolution 3_48 1 1 2_39_bn_leaky 3_48_bn -23330=4,3,160,160,4 0=4 1=1 5=1 6=32
|
||||
Split 3_48_bn_split 1 2 3_48_bn 3_48_bn_split_0 3_48_bn_split_1 -23330=8,3,160,160,4,3,160,160,4
|
||||
Convolution 4_57 1 1 3_48_bn_split_0 4_57_bn_leaky -23330=4,3,160,160,8 0=8 1=1 5=1 6=32 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise 5_65 1 1 4_57_bn_leaky 5_65_bn_leaky -23330=4,3,160,160,8 0=8 1=3 4=1 5=1 6=72 7=8 9=2 -23310=1,1.000000e-01
|
||||
Convolution 6_74 1 1 5_65_bn_leaky 6_74_bn -23330=4,3,160,160,4 0=4 1=1 5=1 6=32
|
||||
Eltwise 8_86 2 1 6_74_bn 3_48_bn_split_1 8_86 -23330=4,3,160,160,4 0=1
|
||||
Convolution 9_90 1 1 8_86 9_90_bn_leaky -23330=4,3,160,160,24 0=24 1=1 5=1 6=96 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise 10_98 1 1 9_90_bn_leaky 10_98_bn_leaky -23330=4,3,80,80,24 0=24 1=3 3=2 4=1 5=1 6=216 7=24 9=2 -23310=1,1.000000e-01
|
||||
Convolution 11_107 1 1 10_98_bn_leaky 11_107_bn -23330=4,3,80,80,8 0=8 1=1 5=1 6=192
|
||||
Split 11_107_bn_split 1 2 11_107_bn 11_107_bn_split_0 11_107_bn_split_1 -23330=8,3,80,80,8,3,80,80,8
|
||||
Convolution 12_116 1 1 11_107_bn_split_0 12_116_bn_leaky -23330=4,3,80,80,32 0=32 1=1 5=1 6=256 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise 13_124 1 1 12_116_bn_leaky 13_124_bn_leaky -23330=4,3,80,80,32 0=32 1=3 4=1 5=1 6=288 7=32 9=2 -23310=1,1.000000e-01
|
||||
Convolution 14_133 1 1 13_124_bn_leaky 14_133_bn -23330=4,3,80,80,8 0=8 1=1 5=1 6=256
|
||||
Eltwise 16_145 2 1 14_133_bn 11_107_bn_split_1 16_145 -23330=4,3,80,80,8 0=1
|
||||
Split 16_145_split 1 2 16_145 16_145_split_0 16_145_split_1 -23330=8,3,80,80,8,3,80,80,8
|
||||
Convolution 17_149 1 1 16_145_split_0 17_149_bn_leaky -23330=4,3,80,80,32 0=32 1=1 5=1 6=256 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise 18_157 1 1 17_149_bn_leaky 18_157_bn_leaky -23330=4,3,80,80,32 0=32 1=3 4=1 5=1 6=288 7=32 9=2 -23310=1,1.000000e-01
|
||||
Convolution 19_166 1 1 18_157_bn_leaky 19_166_bn -23330=4,3,80,80,8 0=8 1=1 5=1 6=256
|
||||
Eltwise 21_179 2 1 19_166_bn 16_145_split_1 21_179 -23330=4,3,80,80,8 0=1
|
||||
Convolution 22_183 1 1 21_179 22_183_bn_leaky -23330=4,3,80,80,32 0=32 1=1 5=1 6=256 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise 23_191 1 1 22_183_bn_leaky 23_191_bn_leaky -23330=4,3,40,40,32 0=32 1=3 3=2 4=1 5=1 6=288 7=32 9=2 -23310=1,1.000000e-01
|
||||
Convolution 24_200 1 1 23_191_bn_leaky 24_200_bn -23330=4,3,40,40,8 0=8 1=1 5=1 6=256
|
||||
Split 24_200_bn_split 1 2 24_200_bn 24_200_bn_split_0 24_200_bn_split_1 -23330=8,3,40,40,8,3,40,40,8
|
||||
Convolution 25_209 1 1 24_200_bn_split_0 25_209_bn_leaky -23330=4,3,40,40,48 0=48 1=1 5=1 6=384 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise 26_217 1 1 25_209_bn_leaky 26_217_bn_leaky -23330=4,3,40,40,48 0=48 1=3 4=1 5=1 6=432 7=48 9=2 -23310=1,1.000000e-01
|
||||
Convolution 27_226 1 1 26_217_bn_leaky 27_226_bn -23330=4,3,40,40,8 0=8 1=1 5=1 6=384
|
||||
Eltwise 29_238 2 1 27_226_bn 24_200_bn_split_1 29_238 -23330=4,3,40,40,8 0=1
|
||||
Split 29_238_split 1 2 29_238 29_238_split_0 29_238_split_1 -23330=8,3,40,40,8,3,40,40,8
|
||||
Convolution 30_242 1 1 29_238_split_0 30_242_bn_leaky -23330=4,3,40,40,48 0=48 1=1 5=1 6=384 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise 31_250 1 1 30_242_bn_leaky 31_250_bn_leaky -23330=4,3,40,40,48 0=48 1=3 4=1 5=1 6=432 7=48 9=2 -23310=1,1.000000e-01
|
||||
Convolution 32_259 1 1 31_250_bn_leaky 32_259_bn -23330=4,3,40,40,8 0=8 1=1 5=1 6=384
|
||||
Eltwise 34_273 2 1 32_259_bn 29_238_split_1 34_273 -23330=4,3,40,40,8 0=1
|
||||
Convolution 35_277 1 1 34_273 35_277_bn_leaky -23330=4,3,40,40,48 0=48 1=1 5=1 6=384 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise 36_285 1 1 35_277_bn_leaky 36_285_bn_leaky -23330=4,3,40,40,48 0=48 1=3 4=1 5=1 6=432 7=48 9=2 -23310=1,1.000000e-01
|
||||
Convolution 37_294 1 1 36_285_bn_leaky 37_294_bn -23330=4,3,40,40,16 0=16 1=1 5=1 6=768
|
||||
Split 37_294_bn_split 1 2 37_294_bn 37_294_bn_split_0 37_294_bn_split_1 -23330=8,3,40,40,16,3,40,40,16
|
||||
Convolution 38_303 1 1 37_294_bn_split_0 38_303_bn_leaky -23330=4,3,40,40,96 0=96 1=1 5=1 6=1536 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise 39_311 1 1 38_303_bn_leaky 39_311_bn_leaky -23330=4,3,40,40,96 0=96 1=3 4=1 5=1 6=864 7=96 9=2 -23310=1,1.000000e-01
|
||||
Convolution 40_320 1 1 39_311_bn_leaky 40_320_bn -23330=4,3,40,40,16 0=16 1=1 5=1 6=1536
|
||||
Eltwise 42_332 2 1 40_320_bn 37_294_bn_split_1 42_332 -23330=4,3,40,40,16 0=1
|
||||
Split 42_332_split 1 2 42_332 42_332_split_0 42_332_split_1 -23330=8,3,40,40,16,3,40,40,16
|
||||
Convolution 43_336 1 1 42_332_split_0 43_336_bn_leaky -23330=4,3,40,40,96 0=96 1=1 5=1 6=1536 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise 44_344 1 1 43_336_bn_leaky 44_344_bn_leaky -23330=4,3,40,40,96 0=96 1=3 4=1 5=1 6=864 7=96 9=2 -23310=1,1.000000e-01
|
||||
Convolution 45_353 1 1 44_344_bn_leaky 45_353_bn -23330=4,3,40,40,16 0=16 1=1 5=1 6=1536
|
||||
Eltwise 47_365 2 1 45_353_bn 42_332_split_1 47_365 -23330=4,3,40,40,16 0=1
|
||||
Split 47_365_split 1 2 47_365 47_365_split_0 47_365_split_1 -23330=8,3,40,40,16,3,40,40,16
|
||||
Convolution 48_369 1 1 47_365_split_0 48_369_bn_leaky -23330=4,3,40,40,96 0=96 1=1 5=1 6=1536 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise 49_377 1 1 48_369_bn_leaky 49_377_bn_leaky -23330=4,3,40,40,96 0=96 1=3 4=1 5=1 6=864 7=96 9=2 -23310=1,1.000000e-01
|
||||
Convolution 50_386 1 1 49_377_bn_leaky 50_386_bn -23330=4,3,40,40,16 0=16 1=1 5=1 6=1536
|
||||
Eltwise 52_399 2 1 50_386_bn 47_365_split_1 52_399 -23330=4,3,40,40,16 0=1
|
||||
Split 52_399_split 1 2 52_399 52_399_split_0 52_399_split_1 -23330=8,3,40,40,16,3,40,40,16
|
||||
Convolution 53_403 1 1 52_399_split_0 53_403_bn_leaky -23330=4,3,40,40,96 0=96 1=1 5=1 6=1536 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise 54_411 1 1 53_403_bn_leaky 54_411_bn_leaky -23330=4,3,40,40,96 0=96 1=3 4=1 5=1 6=864 7=96 9=2 -23310=1,1.000000e-01
|
||||
Convolution 55_420 1 1 54_411_bn_leaky 55_420_bn -23330=4,3,40,40,16 0=16 1=1 5=1 6=1536
|
||||
Eltwise 57_433 2 1 55_420_bn 52_399_split_1 57_433 -23330=4,3,40,40,16 0=1
|
||||
Convolution 58_437 1 1 57_433 58_437_bn_leaky -23330=4,3,40,40,96 0=96 1=1 5=1 6=1536 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise 59_445 1 1 58_437_bn_leaky 59_445_bn_leaky -23330=4,3,20,20,96 0=96 1=3 3=2 4=1 5=1 6=864 7=96 9=2 -23310=1,1.000000e-01
|
||||
Convolution 60_454 1 1 59_445_bn_leaky 60_454_bn -23330=4,3,20,20,24 0=24 1=1 5=1 6=2304
|
||||
Split 60_454_bn_split 1 2 60_454_bn 60_454_bn_split_0 60_454_bn_split_1 -23330=8,3,20,20,24,3,20,20,24
|
||||
Convolution 61_463 1 1 60_454_bn_split_0 61_463_bn_leaky -23330=4,3,20,20,136 0=136 1=1 5=1 6=3264 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise 62_471 1 1 61_463_bn_leaky 62_471_bn_leaky -23330=4,3,20,20,136 0=136 1=3 4=1 5=1 6=1224 7=136 9=2 -23310=1,1.000000e-01
|
||||
Convolution 63_480 1 1 62_471_bn_leaky 63_480_bn -23330=4,3,20,20,24 0=24 1=1 5=1 6=3264
|
||||
Eltwise 65_492 2 1 63_480_bn 60_454_bn_split_1 65_492 -23330=4,3,20,20,24 0=1
|
||||
Split 65_492_split 1 2 65_492 65_492_split_0 65_492_split_1 -23330=8,3,20,20,24,3,20,20,24
|
||||
Convolution 66_496 1 1 65_492_split_0 66_496_bn_leaky -23330=4,3,20,20,136 0=136 1=1 5=1 6=3264 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise 67_504 1 1 66_496_bn_leaky 67_504_bn_leaky -23330=4,3,20,20,136 0=136 1=3 4=1 5=1 6=1224 7=136 9=2 -23310=1,1.000000e-01
|
||||
Convolution 68_513 1 1 67_504_bn_leaky 68_513_bn -23330=4,3,20,20,24 0=24 1=1 5=1 6=3264
|
||||
Eltwise 70_526 2 1 68_513_bn 65_492_split_1 70_526 -23330=4,3,20,20,24 0=1
|
||||
Split 70_526_split 1 2 70_526 70_526_split_0 70_526_split_1 -23330=8,3,20,20,24,3,20,20,24
|
||||
Convolution 71_530 1 1 70_526_split_0 71_530_bn_leaky -23330=4,3,20,20,136 0=136 1=1 5=1 6=3264 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise 72_538 1 1 71_530_bn_leaky 72_538_bn_leaky -23330=4,3,20,20,136 0=136 1=3 4=1 5=1 6=1224 7=136 9=2 -23310=1,1.000000e-01
|
||||
Convolution 73_547 1 1 72_538_bn_leaky 73_547_bn -23330=4,3,20,20,24 0=24 1=1 5=1 6=3264
|
||||
Eltwise 75_559 2 1 73_547_bn 70_526_split_1 75_559 -23330=4,3,20,20,24 0=1
|
||||
Split 75_559_split 1 2 75_559 75_559_split_0 75_559_split_1 -23330=8,3,20,20,24,3,20,20,24
|
||||
Convolution 76_563 1 1 75_559_split_0 76_563_bn_leaky -23330=4,3,20,20,136 0=136 1=1 5=1 6=3264 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise 77_571 1 1 76_563_bn_leaky 77_571_bn_leaky -23330=4,3,20,20,136 0=136 1=3 4=1 5=1 6=1224 7=136 9=2 -23310=1,1.000000e-01
|
||||
Convolution 78_580 1 1 77_571_bn_leaky 78_580_bn -23330=4,3,20,20,24 0=24 1=1 5=1 6=3264
|
||||
Eltwise 80_593 2 1 78_580_bn 75_559_split_1 80_593 -23330=4,3,20,20,24 0=1
|
||||
Split 80_593_split 1 2 80_593 80_593_split_0 80_593_split_1 -23330=8,3,20,20,24,3,20,20,24
|
||||
Convolution 81_597 1 1 80_593_split_0 81_597_bn_leaky -23330=4,3,20,20,136 0=136 1=1 5=1 6=3264 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise 82_605 1 1 81_597_bn_leaky 82_605_bn_leaky -23330=4,3,10,10,136 0=136 1=3 3=2 4=1 5=1 6=1224 7=136 9=2 -23310=1,1.000000e-01
|
||||
Convolution 83_615 1 1 82_605_bn_leaky 83_615_bn -23330=4,3,10,10,48 0=48 1=1 5=1 6=6528
|
||||
Split 83_615_bn_split 1 2 83_615_bn 83_615_bn_split_0 83_615_bn_split_1 -23330=8,3,10,10,48,3,10,10,48
|
||||
Convolution 84_624 1 1 83_615_bn_split_0 84_624_bn_leaky -23330=4,3,10,10,224 0=224 1=1 5=1 6=10752 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise 85_632 1 1 84_624_bn_leaky 85_632_bn_leaky -23330=4,3,10,10,224 0=224 1=3 4=1 5=1 6=2016 7=224 9=2 -23310=1,1.000000e-01
|
||||
Convolution 86_641 1 1 85_632_bn_leaky 86_641_bn -23330=4,3,10,10,48 0=48 1=1 5=1 6=10752
|
||||
Eltwise 88_653 2 1 86_641_bn 83_615_bn_split_1 88_653 -23330=4,3,10,10,48 0=1
|
||||
Split 88_653_split 1 2 88_653 88_653_split_0 88_653_split_1 -23330=8,3,10,10,48,3,10,10,48
|
||||
Convolution 89_657 1 1 88_653_split_0 89_657_bn_leaky -23330=4,3,10,10,224 0=224 1=1 5=1 6=10752 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise 90_665 1 1 89_657_bn_leaky 90_665_bn_leaky -23330=4,3,10,10,224 0=224 1=3 4=1 5=1 6=2016 7=224 9=2 -23310=1,1.000000e-01
|
||||
Convolution 91_674 1 1 90_665_bn_leaky 91_674_bn -23330=4,3,10,10,48 0=48 1=1 5=1 6=10752
|
||||
Eltwise 93_686 2 1 91_674_bn 88_653_split_1 93_686 -23330=4,3,10,10,48 0=1
|
||||
Split 93_686_split 1 2 93_686 93_686_split_0 93_686_split_1 -23330=8,3,10,10,48,3,10,10,48
|
||||
Convolution 94_690 1 1 93_686_split_0 94_690_bn_leaky -23330=4,3,10,10,224 0=224 1=1 5=1 6=10752 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise 95_698 1 1 94_690_bn_leaky 95_698_bn_leaky -23330=4,3,10,10,224 0=224 1=3 4=1 5=1 6=2016 7=224 9=2 -23310=1,1.000000e-01
|
||||
Convolution 96_707 1 1 95_698_bn_leaky 96_707_bn -23330=4,3,10,10,48 0=48 1=1 5=1 6=10752
|
||||
Eltwise 98_719 2 1 96_707_bn 93_686_split_1 98_719 -23330=4,3,10,10,48 0=1
|
||||
Split 98_719_split 1 2 98_719 98_719_split_0 98_719_split_1 -23330=8,3,10,10,48,3,10,10,48
|
||||
Convolution 99_723 1 1 98_719_split_0 99_723_bn_leaky -23330=4,3,10,10,224 0=224 1=1 5=1 6=10752 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise 100_731 1 1 99_723_bn_leaky 100_731_bn_leaky -23330=4,3,10,10,224 0=224 1=3 4=1 5=1 6=2016 7=224 9=2 -23310=1,1.000000e-01
|
||||
Convolution 101_740 1 1 100_731_bn_leaky 101_740_bn -23330=4,3,10,10,48 0=48 1=1 5=1 6=10752
|
||||
Eltwise 103_752 2 1 101_740_bn 98_719_split_1 103_752 -23330=4,3,10,10,48 0=1
|
||||
Split 103_752_split 1 2 103_752 103_752_split_0 103_752_split_1 -23330=8,3,10,10,48,3,10,10,48
|
||||
Convolution 104_756 1 1 103_752_split_0 104_756_bn_leaky -23330=4,3,10,10,224 0=224 1=1 5=1 6=10752 9=2 -23310=1,1.000000e-01
|
||||
ConvolutionDepthWise 105_764 1 1 104_756_bn_leaky 105_764_bn_leaky -23330=4,3,10,10,224 0=224 1=3 4=1 5=1 6=2016 7=224 9=2 -23310=1,1.000000e-01
|
||||
Convolution 106_773 1 1 105_764_bn_leaky 106_773_bn -23330=4,3,10,10,48 0=48 1=1 5=1 6=10752
|
||||
Eltwise 108_784 2 1 106_773_bn 103_752_split_1 108_784 -23330=4,3,10,10,48 0=1
|
||||
Split 108_784_split 1 4 108_784 108_784_split_0 108_784_split_1 108_784_split_2 108_784_split_3 -23330=16,3,10,10,48,3,10,10,48,3,10,10,48,3,10,10,48
|
||||
Pooling 109_788 1 1 108_784_split_0 109_788 -23330=4,3,10,10,48 1=3 3=1 5=1
|
||||
Pooling 111_795 1 1 108_784_split_1 111_795 -23330=4,3,10,10,48 1=5 3=2 5=1
|
||||
Pooling 113_802 1 1 108_784_split_2 113_802 -23330=4,3,10,10,48 1=9 3=4 5=1
|
||||
Concat 114_806 4 1 113_802 111_795 109_788 108_784_split_3 114_806 -23330=4,3,10,10,192
|
||||
Convolution 115_811 1 1 114_806 115_811_bn_leaky -23330=4,3,10,10,96 0=96 1=1 5=1 6=18432 9=2 -23310=1,1.000000e-01
|
||||
Split 115_811_bn_leaky_split 1 2 115_811_bn_leaky 115_811_bn_leaky_split_0 115_811_bn_leaky_split_1 -23330=8,3,10,10,96,3,10,10,96
|
||||
ConvolutionDepthWise 116_819 1 1 115_811_bn_leaky_split_0 116_819_bn_leaky -23330=4,3,10,10,96 0=96 1=5 4=2 5=1 6=2400 7=96 9=2 -23310=1,1.000000e-01
|
||||
Convolution 117_828 1 1 116_819_bn_leaky 117_828_bn -23330=4,3,10,10,96 0=96 1=1 5=1 6=9216
|
||||
ConvolutionDepthWise 118_836 1 1 117_828_bn 118_836_bn_leaky -23330=4,3,10,10,96 0=96 1=5 4=2 5=1 6=2400 7=96 9=2 -23310=1,1.000000e-01
|
||||
Convolution 119_845 1 1 118_836_bn_leaky 119_845_bn -23330=4,3,10,10,96 0=96 1=1 5=1 6=9216
|
||||
Convolution 120_854 1 1 119_845_bn 120_854 -23330=4,3,10,10,255 0=255 1=1 5=1 6=24480
|
||||
Interp 123_882 1 1 115_811_bn_leaky_split_1 123_882 -23330=4,3,20,20,96 0=1 1=2.000000e+00 2=2.000000e+00
|
||||
Concat 124_885 2 1 123_882 80_593_split_1 124_885 -23330=4,3,20,20,120
|
||||
ConvolutionDepthWise 125_888 1 1 124_885 125_888_bn_leaky -23330=4,3,20,20,120 0=120 1=5 4=2 5=1 6=3000 7=120 9=2 -23310=1,1.000000e-01
|
||||
Convolution 126_897 1 1 125_888_bn_leaky 126_897_bn -23330=4,3,20,20,120 0=120 1=1 5=1 6=14400
|
||||
ConvolutionDepthWise 127_905 1 1 126_897_bn 127_905_bn_leaky -23330=4,3,20,20,120 0=120 1=5 4=2 5=1 6=3000 7=120 9=2 -23310=1,1.000000e-01
|
||||
Convolution 128_914 1 1 127_905_bn_leaky 128_914_bn -23330=4,3,20,20,120 0=120 1=1 5=1 6=14400
|
||||
Convolution 129_922 1 1 128_914_bn 129_922 -23330=4,3,20,20,255 0=255 1=1 5=1 6=30600
|
||||
Yolov3DetectionOutput detection_out 2 1 120_854 129_922 output -23330=4,2,6,1431,1 0=80 1=3 2=5.500000e-01 -23304=12,1.200000e+01,1.800000e+01,3.700000e+01,4.900000e+01,5.200000e+01,1.320000e+02,1.150000e+02,7.300000e+01,1.190000e+02,1.990000e+02,2.420000e+02,2.380000e+02 -23305=6,1077936128,1082130432,1084227584,0,1065353216,1073741824 -23306=2,3.200000e+01,1.600000e+01
|
||||
146
3rdparty/ncnn/benchmark/yolo-fastestv2.param
vendored
Normal file
146
3rdparty/ncnn/benchmark/yolo-fastestv2.param
vendored
Normal file
@ -0,0 +1,146 @@
|
||||
7767517
|
||||
144 166
|
||||
Input input.1 0 1 input.1 -23330=4,3,352,352,3 0=352 1=352 2=3
|
||||
Convolution Conv_0 1 1 input.1 447 -23330=4,3,176,176,24 0=24 1=3 3=2 4=1 5=1 6=648 9=1
|
||||
Pooling MaxPool_2 1 1 447 448 -23330=4,3,88,88,24 1=3 2=2 3=1 5=1
|
||||
Split splitncnn_0 1 2 448 448_splitncnn_0 448_splitncnn_1 -23330=8,3,88,88,24,3,88,88,24
|
||||
ConvolutionDepthWise Conv_3 1 1 448_splitncnn_1 800 -23330=4,3,44,44,24 0=24 1=3 3=2 4=1 5=1 6=216 7=24
|
||||
Convolution Conv_4 1 1 800 453 -23330=4,3,44,44,24 0=24 1=1 5=1 6=576 9=1
|
||||
Convolution Conv_6 1 1 448_splitncnn_0 456 -23330=4,3,88,88,24 0=24 1=1 5=1 6=576 9=1
|
||||
ConvolutionDepthWise Conv_8 1 1 456 809 -23330=4,3,44,44,24 0=24 1=3 3=2 4=1 5=1 6=216 7=24
|
||||
Convolution Conv_9 1 1 809 461 -23330=4,3,44,44,24 0=24 1=1 5=1 6=576 9=1
|
||||
Concat Concat_11 2 1 453 461 462 -23330=4,3,44,44,48
|
||||
ShuffleChannel Reshape_16 1 1 462 467 -23330=4,3,44,44,48 0=2 1=1
|
||||
Slice Gather_20 1 2 467 469 471 -23330=8,3,44,44,24,3,44,44,24 -23300=2,-233,-233
|
||||
Convolution Conv_21 1 1 471 474 -23330=4,3,44,44,24 0=24 1=1 5=1 6=576 9=1
|
||||
ConvolutionDepthWise Conv_23 1 1 474 818 -23330=4,3,44,44,24 0=24 1=3 4=1 5=1 6=216 7=24
|
||||
Convolution Conv_24 1 1 818 479 -23330=4,3,44,44,24 0=24 1=1 5=1 6=576 9=1
|
||||
Concat Concat_26 2 1 469 479 480 -23330=4,3,44,44,48
|
||||
ShuffleChannel Reshape_31 1 1 480 485 -23330=4,3,44,44,48 0=2 1=1
|
||||
Slice Gather_35 1 2 485 487 489 -23330=8,3,44,44,24,3,44,44,24 -23300=2,-233,-233
|
||||
Convolution Conv_36 1 1 489 492 -23330=4,3,44,44,24 0=24 1=1 5=1 6=576 9=1
|
||||
ConvolutionDepthWise Conv_38 1 1 492 827 -23330=4,3,44,44,24 0=24 1=3 4=1 5=1 6=216 7=24
|
||||
Convolution Conv_39 1 1 827 497 -23330=4,3,44,44,24 0=24 1=1 5=1 6=576 9=1
|
||||
Concat Concat_41 2 1 487 497 498 -23330=4,3,44,44,48
|
||||
ShuffleChannel Reshape_46 1 1 498 503 -23330=4,3,44,44,48 0=2 1=1
|
||||
Slice Gather_50 1 2 503 505 507 -23330=8,3,44,44,24,3,44,44,24 -23300=2,-233,-233
|
||||
Convolution Conv_51 1 1 507 510 -23330=4,3,44,44,24 0=24 1=1 5=1 6=576 9=1
|
||||
ConvolutionDepthWise Conv_53 1 1 510 836 -23330=4,3,44,44,24 0=24 1=3 4=1 5=1 6=216 7=24
|
||||
Convolution Conv_54 1 1 836 515 -23330=4,3,44,44,24 0=24 1=1 5=1 6=576 9=1
|
||||
Concat Concat_56 2 1 505 515 516 -23330=4,3,44,44,48
|
||||
Split splitncnn_1 1 2 516 516_splitncnn_0 516_splitncnn_1 -23330=8,3,44,44,48,3,44,44,48
|
||||
ConvolutionDepthWise Conv_57 1 1 516_splitncnn_1 842 -23330=4,3,22,22,48 0=48 1=3 3=2 4=1 5=1 6=432 7=48
|
||||
Convolution Conv_58 1 1 842 521 -23330=4,3,22,22,48 0=48 1=1 5=1 6=2304 9=1
|
||||
Convolution Conv_60 1 1 516_splitncnn_0 524 -23330=4,3,44,44,48 0=48 1=1 5=1 6=2304 9=1
|
||||
ConvolutionDepthWise Conv_62 1 1 524 851 -23330=4,3,22,22,48 0=48 1=3 3=2 4=1 5=1 6=432 7=48
|
||||
Convolution Conv_63 1 1 851 529 -23330=4,3,22,22,48 0=48 1=1 5=1 6=2304 9=1
|
||||
Concat Concat_65 2 1 521 529 530 -23330=4,3,22,22,96
|
||||
ShuffleChannel Reshape_70 1 1 530 535 -23330=4,3,22,22,96 0=2 1=1
|
||||
Slice Gather_74 1 2 535 537 539 -23330=8,3,22,22,48,3,22,22,48 -23300=2,-233,-233
|
||||
Convolution Conv_75 1 1 539 542 -23330=4,3,22,22,48 0=48 1=1 5=1 6=2304 9=1
|
||||
ConvolutionDepthWise Conv_77 1 1 542 860 -23330=4,3,22,22,48 0=48 1=3 4=1 5=1 6=432 7=48
|
||||
Convolution Conv_78 1 1 860 547 -23330=4,3,22,22,48 0=48 1=1 5=1 6=2304 9=1
|
||||
Concat Concat_80 2 1 537 547 548 -23330=4,3,22,22,96
|
||||
ShuffleChannel Reshape_85 1 1 548 553 -23330=4,3,22,22,96 0=2 1=1
|
||||
Slice Gather_89 1 2 553 555 557 -23330=8,3,22,22,48,3,22,22,48 -23300=2,-233,-233
|
||||
Convolution Conv_90 1 1 557 560 -23330=4,3,22,22,48 0=48 1=1 5=1 6=2304 9=1
|
||||
ConvolutionDepthWise Conv_92 1 1 560 869 -23330=4,3,22,22,48 0=48 1=3 4=1 5=1 6=432 7=48
|
||||
Convolution Conv_93 1 1 869 565 -23330=4,3,22,22,48 0=48 1=1 5=1 6=2304 9=1
|
||||
Concat Concat_95 2 1 555 565 566 -23330=4,3,22,22,96
|
||||
ShuffleChannel Reshape_100 1 1 566 571 -23330=4,3,22,22,96 0=2 1=1
|
||||
Slice Gather_104 1 2 571 573 575 -23330=8,3,22,22,48,3,22,22,48 -23300=2,-233,-233
|
||||
Convolution Conv_105 1 1 575 578 -23330=4,3,22,22,48 0=48 1=1 5=1 6=2304 9=1
|
||||
ConvolutionDepthWise Conv_107 1 1 578 878 -23330=4,3,22,22,48 0=48 1=3 4=1 5=1 6=432 7=48
|
||||
Convolution Conv_108 1 1 878 583 -23330=4,3,22,22,48 0=48 1=1 5=1 6=2304 9=1
|
||||
Concat Concat_110 2 1 573 583 584 -23330=4,3,22,22,96
|
||||
ShuffleChannel Reshape_115 1 1 584 589 -23330=4,3,22,22,96 0=2 1=1
|
||||
Slice Gather_119 1 2 589 591 593 -23330=8,3,22,22,48,3,22,22,48 -23300=2,-233,-233
|
||||
Convolution Conv_120 1 1 593 596 -23330=4,3,22,22,48 0=48 1=1 5=1 6=2304 9=1
|
||||
ConvolutionDepthWise Conv_122 1 1 596 887 -23330=4,3,22,22,48 0=48 1=3 4=1 5=1 6=432 7=48
|
||||
Convolution Conv_123 1 1 887 601 -23330=4,3,22,22,48 0=48 1=1 5=1 6=2304 9=1
|
||||
Concat Concat_125 2 1 591 601 602 -23330=4,3,22,22,96
|
||||
ShuffleChannel Reshape_130 1 1 602 607 -23330=4,3,22,22,96 0=2 1=1
|
||||
Slice Gather_134 1 2 607 609 611 -23330=8,3,22,22,48,3,22,22,48 -23300=2,-233,-233
|
||||
Convolution Conv_135 1 1 611 614 -23330=4,3,22,22,48 0=48 1=1 5=1 6=2304 9=1
|
||||
ConvolutionDepthWise Conv_137 1 1 614 896 -23330=4,3,22,22,48 0=48 1=3 4=1 5=1 6=432 7=48
|
||||
Convolution Conv_138 1 1 896 619 -23330=4,3,22,22,48 0=48 1=1 5=1 6=2304 9=1
|
||||
Concat Concat_140 2 1 609 619 620 -23330=4,3,22,22,96
|
||||
ShuffleChannel Reshape_145 1 1 620 625 -23330=4,3,22,22,96 0=2 1=1
|
||||
Slice Gather_149 1 2 625 627 629 -23330=8,3,22,22,48,3,22,22,48 -23300=2,-233,-233
|
||||
Convolution Conv_150 1 1 629 632 -23330=4,3,22,22,48 0=48 1=1 5=1 6=2304 9=1
|
||||
ConvolutionDepthWise Conv_152 1 1 632 905 -23330=4,3,22,22,48 0=48 1=3 4=1 5=1 6=432 7=48
|
||||
Convolution Conv_153 1 1 905 637 -23330=4,3,22,22,48 0=48 1=1 5=1 6=2304 9=1
|
||||
Concat Concat_155 2 1 627 637 638 -23330=4,3,22,22,96
|
||||
ShuffleChannel Reshape_160 1 1 638 643 -23330=4,3,22,22,96 0=2 1=1
|
||||
Slice Gather_164 1 2 643 645 647 -23330=8,3,22,22,48,3,22,22,48 -23300=2,-233,-233
|
||||
Convolution Conv_165 1 1 647 650 -23330=4,3,22,22,48 0=48 1=1 5=1 6=2304 9=1
|
||||
ConvolutionDepthWise Conv_167 1 1 650 914 -23330=4,3,22,22,48 0=48 1=3 4=1 5=1 6=432 7=48
|
||||
Convolution Conv_168 1 1 914 655 -23330=4,3,22,22,48 0=48 1=1 5=1 6=2304 9=1
|
||||
Concat Concat_170 2 1 645 655 656 -23330=4,3,22,22,96
|
||||
Split splitncnn_2 1 3 656 656_splitncnn_0 656_splitncnn_1 656_splitncnn_2 -23330=12,3,22,22,96,3,22,22,96,3,22,22,96
|
||||
ConvolutionDepthWise Conv_171 1 1 656_splitncnn_2 920 -23330=4,3,11,11,96 0=96 1=3 3=2 4=1 5=1 6=864 7=96
|
||||
Convolution Conv_172 1 1 920 661 -23330=4,3,11,11,96 0=96 1=1 5=1 6=9216 9=1
|
||||
Convolution Conv_174 1 1 656_splitncnn_1 664 -23330=4,3,22,22,96 0=96 1=1 5=1 6=9216 9=1
|
||||
ConvolutionDepthWise Conv_176 1 1 664 929 -23330=4,3,11,11,96 0=96 1=3 3=2 4=1 5=1 6=864 7=96
|
||||
Convolution Conv_177 1 1 929 669 -23330=4,3,11,11,96 0=96 1=1 5=1 6=9216 9=1
|
||||
Concat Concat_179 2 1 661 669 670 -23330=4,3,11,11,192
|
||||
ShuffleChannel Reshape_184 1 1 670 675 -23330=4,3,11,11,192 0=2 1=1
|
||||
Slice Gather_188 1 2 675 677 679 -23330=8,3,11,11,96,3,11,11,96 -23300=2,-233,-233
|
||||
Convolution Conv_189 1 1 679 682 -23330=4,3,11,11,96 0=96 1=1 5=1 6=9216 9=1
|
||||
ConvolutionDepthWise Conv_191 1 1 682 938 -23330=4,3,11,11,96 0=96 1=3 4=1 5=1 6=864 7=96
|
||||
Convolution Conv_192 1 1 938 687 -23330=4,3,11,11,96 0=96 1=1 5=1 6=9216 9=1
|
||||
Concat Concat_194 2 1 677 687 688 -23330=4,3,11,11,192
|
||||
ShuffleChannel Reshape_199 1 1 688 693 -23330=4,3,11,11,192 0=2 1=1
|
||||
Slice Gather_203 1 2 693 695 697 -23330=8,3,11,11,96,3,11,11,96 -23300=2,-233,-233
|
||||
Convolution Conv_204 1 1 697 700 -23330=4,3,11,11,96 0=96 1=1 5=1 6=9216 9=1
|
||||
ConvolutionDepthWise Conv_206 1 1 700 947 -23330=4,3,11,11,96 0=96 1=3 4=1 5=1 6=864 7=96
|
||||
Convolution Conv_207 1 1 947 705 -23330=4,3,11,11,96 0=96 1=1 5=1 6=9216 9=1
|
||||
Concat Concat_209 2 1 695 705 706 -23330=4,3,11,11,192
|
||||
ShuffleChannel Reshape_214 1 1 706 711 -23330=4,3,11,11,192 0=2 1=1
|
||||
Slice Gather_218 1 2 711 713 715 -23330=8,3,11,11,96,3,11,11,96 -23300=2,-233,-233
|
||||
Convolution Conv_219 1 1 715 718 -23330=4,3,11,11,96 0=96 1=1 5=1 6=9216 9=1
|
||||
ConvolutionDepthWise Conv_221 1 1 718 956 -23330=4,3,11,11,96 0=96 1=3 4=1 5=1 6=864 7=96
|
||||
Convolution Conv_222 1 1 956 723 -23330=4,3,11,11,96 0=96 1=1 5=1 6=9216 9=1
|
||||
Concat Concat_224 2 1 713 723 724 -23330=4,3,11,11,192
|
||||
Split splitncnn_3 1 2 724 724_splitncnn_0 724_splitncnn_1 -23330=8,3,11,11,192,3,11,11,192
|
||||
Convolution Conv_225 1 1 724_splitncnn_1 727 -23330=4,3,11,11,72 0=72 1=1 5=1 6=13824 9=1
|
||||
Split splitncnn_4 1 2 727 727_splitncnn_0 727_splitncnn_1 -23330=8,3,11,11,72,3,11,11,72
|
||||
ConvolutionDepthWise Conv_227 1 1 727_splitncnn_1 730 -23330=4,3,11,11,72 0=72 1=5 4=2 5=1 6=1800 7=72 9=1
|
||||
Convolution Conv_229 1 1 730 968 -23330=4,3,11,11,72 0=72 1=1 5=1 6=5184
|
||||
ConvolutionDepthWise Conv_230 1 1 968 735 -23330=4,3,11,11,72 0=72 1=5 4=2 5=1 6=1800 7=72 9=1
|
||||
Convolution Conv_232 1 1 735 974 -23330=4,3,11,11,72 0=72 1=1 5=1 6=5184
|
||||
Split splitncnn_5 1 2 974 974_splitncnn_0 974_splitncnn_1 -23330=8,3,11,11,72,3,11,11,72
|
||||
ConvolutionDepthWise Conv_233 1 1 727_splitncnn_0 740 -23330=4,3,11,11,72 0=72 1=5 4=2 5=1 6=1800 7=72 9=1
|
||||
Convolution Conv_235 1 1 740 980 -23330=4,3,11,11,72 0=72 1=1 5=1 6=5184
|
||||
ConvolutionDepthWise Conv_236 1 1 980 745 -23330=4,3,11,11,72 0=72 1=5 4=2 5=1 6=1800 7=72 9=1
|
||||
Convolution Conv_238 1 1 745 986 -23330=4,3,11,11,72 0=72 1=1 5=1 6=5184
|
||||
Interp Resize_240 1 1 724_splitncnn_0 752 -23330=4,3,22,22,192 0=1 1=2.000000e+00 2=2.000000e+00
|
||||
Concat Concat_241 2 1 752 656_splitncnn_0 753 -23330=4,3,22,22,288
|
||||
Convolution Conv_242 1 1 753 756 -23330=4,3,22,22,72 0=72 1=1 5=1 6=20736 9=1
|
||||
Split splitncnn_6 1 2 756 756_splitncnn_0 756_splitncnn_1 -23330=8,3,22,22,72,3,22,22,72
|
||||
ConvolutionDepthWise Conv_244 1 1 756_splitncnn_1 759 -23330=4,3,22,22,72 0=72 1=5 4=2 5=1 6=1800 7=72 9=1
|
||||
Convolution Conv_246 1 1 759 995 -23330=4,3,22,22,72 0=72 1=1 5=1 6=5184
|
||||
ConvolutionDepthWise Conv_247 1 1 995 764 -23330=4,3,22,22,72 0=72 1=5 4=2 5=1 6=1800 7=72 9=1
|
||||
Convolution Conv_249 1 1 764 1001 -23330=4,3,22,22,72 0=72 1=1 5=1 6=5184
|
||||
Split splitncnn_7 1 2 1001 1001_splitncnn_0 1001_splitncnn_1 -23330=8,3,22,22,72,3,22,22,72
|
||||
ConvolutionDepthWise Conv_250 1 1 756_splitncnn_0 769 -23330=4,3,22,22,72 0=72 1=5 4=2 5=1 6=1800 7=72 9=1
|
||||
Convolution Conv_252 1 1 769 1007 -23330=4,3,22,22,72 0=72 1=1 5=1 6=5184
|
||||
ConvolutionDepthWise Conv_253 1 1 1007 774 -23330=4,3,22,22,72 0=72 1=5 4=2 5=1 6=1800 7=72 9=1
|
||||
Convolution Conv_255 1 1 774 1013 -23330=4,3,22,22,72 0=72 1=1 5=1 6=5184
|
||||
Convolution Conv_256 1 1 1013 783 -23330=4,3,22,22,12 0=12 1=1 5=1 6=864 9=4
|
||||
Convolution Conv_257 1 1 1001_splitncnn_1 784 -23330=4,3,22,22,3 0=3 1=1 5=1 6=216 9=4
|
||||
Convolution Conv_258 1 1 1001_splitncnn_0 779 -23330=4,3,22,22,80 0=80 1=1 5=1 6=5760
|
||||
Convolution Conv_259 1 1 986 788 -23330=4,3,11,11,12 0=12 1=1 5=1 6=864 9=4
|
||||
Convolution Conv_260 1 1 974_splitncnn_1 789 -23330=4,3,11,11,3 0=3 1=1 5=1 6=216 9=4
|
||||
Convolution Conv_261 1 1 974_splitncnn_0 782 -23330=4,3,11,11,80 0=80 1=1 5=1 6=5760
|
||||
Permute Transpose_264 1 1 779 785 -23330=4,3,80,22,22 0=5
|
||||
Softmax Softmax_265 1 1 785 786 -23330=4,3,80,22,22 0=2 1=1
|
||||
Permute Transpose_266 1 1 786 787 -23330=4,3,22,22,80 0=5
|
||||
Permute Transpose_269 1 1 782 790 -23330=4,3,80,11,11 0=5
|
||||
Softmax Softmax_270 1 1 790 791 -23330=4,3,80,11,11 0=2 1=1
|
||||
Permute Transpose_271 1 1 791 792 -23330=4,3,11,11,80 0=5
|
||||
Concat Concat_272 3 1 783 784 787 793 -23330=4,3,22,22,95
|
||||
Permute Transpose_273 1 1 793 794 -23330=4,3,95,22,22 0=3
|
||||
Concat Concat_274 3 1 788 789 792 795 -23330=4,3,11,11,95
|
||||
Permute Transpose_275 1 1 795 796 -23330=4,3,95,11,11 0=3
|
||||
Noop output 2 1 794 796 output
|
||||
47
3rdparty/ncnn/benchmark/yolov4-tiny.param
vendored
Normal file
47
3rdparty/ncnn/benchmark/yolov4-tiny.param
vendored
Normal file
@ -0,0 +1,47 @@
|
||||
7767517
|
||||
45 53
|
||||
Input data 0 1 data -23330=4,3,416,416,3 0=416 1=416 2=3
|
||||
Convolution 0_25 1 1 data 0_25_bn_leaky -23330=4,3,208,208,32 0=32 1=3 3=2 4=1 5=1 6=864 9=2 -23310=1,1.000000e-01
|
||||
Convolution 1_33 1 1 0_25_bn_leaky 1_33_bn_leaky -23330=4,3,104,104,64 0=64 1=3 3=2 4=1 5=1 6=18432 9=2 -23310=1,1.000000e-01
|
||||
Convolution 2_41 1 1 1_33_bn_leaky 2_41_bn_leaky -23330=4,3,104,104,64 0=64 1=3 4=1 5=1 6=36864 9=2 -23310=1,1.000000e-01
|
||||
Split 2_41_bn_leaky_split 1 2 2_41_bn_leaky 2_41_bn_leaky_split_0 2_41_bn_leaky_split_1 -23330=8,3,104,104,64,3,104,104,64
|
||||
Crop 3_49 1 1 2_41_bn_leaky_split_0 3_49 -23330=4,3,104,104,32 2=32 3=104 4=104 5=32
|
||||
Convolution 4_54 1 1 3_49 4_54_bn_leaky -23330=4,3,104,104,32 0=32 1=3 4=1 5=1 6=9216 9=2 -23310=1,1.000000e-01
|
||||
Split 4_54_bn_leaky_split 1 2 4_54_bn_leaky 4_54_bn_leaky_split_0 4_54_bn_leaky_split_1 -23330=8,3,104,104,32,3,104,104,32
|
||||
Convolution 5_62 1 1 4_54_bn_leaky_split_0 5_62_bn_leaky -23330=4,3,104,104,32 0=32 1=3 4=1 5=1 6=9216 9=2 -23310=1,1.000000e-01
|
||||
Concat 6_70 2 1 5_62_bn_leaky 4_54_bn_leaky_split_1 6_70 -23330=4,3,104,104,64
|
||||
Convolution 7_73 1 1 6_70 7_73_bn_leaky -23330=4,3,104,104,64 0=64 1=1 5=1 6=4096 9=2 -23310=1,1.000000e-01
|
||||
Concat 8_81 2 1 2_41_bn_leaky_split_1 7_73_bn_leaky 8_81 -23330=4,3,104,104,128
|
||||
Pooling 9_84 1 1 8_81 9_84 -23330=4,3,52,52,128 1=2 2=2 14=1 15=1 5=1
|
||||
Convolution 10_88 1 1 9_84 10_88_bn_leaky -23330=4,3,52,52,128 0=128 1=3 4=1 5=1 6=147456 9=2 -23310=1,1.000000e-01
|
||||
Split 10_88_bn_leaky_split 1 2 10_88_bn_leaky 10_88_bn_leaky_split_0 10_88_bn_leaky_split_1 -23330=8,3,52,52,128,3,52,52,128
|
||||
Crop 11_96 1 1 10_88_bn_leaky_split_0 11_96 -23330=4,3,52,52,64 2=64 3=52 4=52 5=64
|
||||
Convolution 12_101 1 1 11_96 12_101_bn_leaky -23330=4,3,52,52,64 0=64 1=3 4=1 5=1 6=36864 9=2 -23310=1,1.000000e-01
|
||||
Split 12_101_bn_leaky_split 1 2 12_101_bn_leaky 12_101_bn_leaky_split_0 12_101_bn_leaky_split_1 -23330=8,3,52,52,64,3,52,52,64
|
||||
Convolution 13_109 1 1 12_101_bn_leaky_split_0 13_109_bn_leaky -23330=4,3,52,52,64 0=64 1=3 4=1 5=1 6=36864 9=2 -23310=1,1.000000e-01
|
||||
Concat 14_117 2 1 13_109_bn_leaky 12_101_bn_leaky_split_1 14_117 -23330=4,3,52,52,128
|
||||
Convolution 15_120 1 1 14_117 15_120_bn_leaky -23330=4,3,52,52,128 0=128 1=1 5=1 6=16384 9=2 -23310=1,1.000000e-01
|
||||
Concat 16_128 2 1 10_88_bn_leaky_split_1 15_120_bn_leaky 16_128 -23330=4,3,52,52,256
|
||||
Pooling 17_131 1 1 16_128 17_131 -23330=4,3,26,26,256 1=2 2=2 14=1 15=1 5=1
|
||||
Convolution 18_135 1 1 17_131 18_135_bn_leaky -23330=4,3,26,26,256 0=256 1=3 4=1 5=1 6=589824 9=2 -23310=1,1.000000e-01
|
||||
Split 18_135_bn_leaky_split 1 2 18_135_bn_leaky 18_135_bn_leaky_split_0 18_135_bn_leaky_split_1 -23330=8,3,26,26,256,3,26,26,256
|
||||
Crop 19_143 1 1 18_135_bn_leaky_split_0 19_143 -23330=4,3,26,26,128 2=128 3=26 4=26 5=128
|
||||
Convolution 20_148 1 1 19_143 20_148_bn_leaky -23330=4,3,26,26,128 0=128 1=3 4=1 5=1 6=147456 9=2 -23310=1,1.000000e-01
|
||||
Split 20_148_bn_leaky_split 1 2 20_148_bn_leaky 20_148_bn_leaky_split_0 20_148_bn_leaky_split_1 -23330=8,3,26,26,128,3,26,26,128
|
||||
Convolution 21_156 1 1 20_148_bn_leaky_split_0 21_156_bn_leaky -23330=4,3,26,26,128 0=128 1=3 4=1 5=1 6=147456 9=2 -23310=1,1.000000e-01
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Concat 22_164 2 1 21_156_bn_leaky 20_148_bn_leaky_split_1 22_164 -23330=4,3,26,26,256
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Convolution 23_167 1 1 22_164 23_167_bn_leaky -23330=4,3,26,26,256 0=256 1=1 5=1 6=65536 9=2 -23310=1,1.000000e-01
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Split 23_167_bn_leaky_split 1 2 23_167_bn_leaky 23_167_bn_leaky_split_0 23_167_bn_leaky_split_1 -23330=8,3,26,26,256,3,26,26,256
|
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Concat 24_175 2 1 18_135_bn_leaky_split_1 23_167_bn_leaky_split_0 24_175 -23330=4,3,26,26,512
|
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Pooling 25_178 1 1 24_175 25_178 -23330=4,3,13,13,512 1=2 2=2 14=1 15=1 5=1
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Convolution 26_182 1 1 25_178 26_182_bn_leaky -23330=4,3,13,13,512 0=512 1=3 4=1 5=1 6=2359296 9=2 -23310=1,1.000000e-01
|
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Convolution 27_192 1 1 26_182_bn_leaky 27_192_bn_leaky -23330=4,3,13,13,256 0=256 1=1 5=1 6=131072 9=2 -23310=1,1.000000e-01
|
||||
Split 27_192_bn_leaky_split 1 2 27_192_bn_leaky 27_192_bn_leaky_split_0 27_192_bn_leaky_split_1 -23330=8,3,13,13,256,3,13,13,256
|
||||
Convolution 28_200 1 1 27_192_bn_leaky_split_0 28_200_bn_leaky -23330=4,3,13,13,512 0=512 1=3 4=1 5=1 6=1179648 9=2 -23310=1,1.000000e-01
|
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Convolution 29_208 1 1 28_200_bn_leaky 29_208 -23330=4,3,13,13,255 0=255 1=1 5=1 6=130560
|
||||
Convolution 32_237 1 1 27_192_bn_leaky_split_1 32_237_bn_leaky -23330=4,3,13,13,128 0=128 1=1 5=1 6=32768 9=2 -23310=1,1.000000e-01
|
||||
Interp 33_245 1 1 32_237_bn_leaky 33_245 -23330=4,3,26,26,128 0=1 1=2.000000e+00 2=2.000000e+00
|
||||
Concat 34_248 2 1 33_245 23_167_bn_leaky_split_1 34_248 -23330=4,3,26,26,384
|
||||
Convolution 35_251 1 1 34_248 35_251_bn_leaky -23330=4,3,26,26,256 0=256 1=3 4=1 5=1 6=884736 9=2 -23310=1,1.000000e-01
|
||||
Convolution 36_259 1 1 35_251_bn_leaky 36_259 -23330=4,3,26,26,255 0=255 1=1 5=1 6=65280
|
||||
Yolov3DetectionOutput detection_out 2 1 29_208 36_259 output -23330=4,2,6,1637,1 0=80 1=3 2=3.000001e-01 -23304=12,1.000000e+01,1.400000e+01,2.300000e+01,2.700000e+01,3.700000e+01,5.800000e+01,8.100000e+01,8.200000e+01,1.350000e+02,1.690000e+02,3.440000e+02,3.190000e+02 -23305=6,1077936128,1082130432,1084227584,1065353216,1073741824,1077936128 -23306=2,3.360000e+01,1.680000e+01
|
||||
Reference in New Issue
Block a user