mcbench: Multicore benchmark with minimal overhead
authorDjordje Senicic <x0157990@ti.com>
Wed, 24 Oct 2018 06:07:41 +0000 (02:07 -0400)
committerAjay Jayaraj <ajayj@ti.com>
Thu, 1 Nov 2018 16:17:25 +0000 (11:17 -0500)
- Add required models, input test vectors and platform specific scripts
- Add inference configuration files for multicore benchmarking
- Rename input files to indicate multiple frames and add more inference
  configurations, covered in regression scripts

(MCT-1075)

24 files changed:
examples/common/utils.cpp
examples/common/utils.h
examples/common/video_utils.cpp
examples/common/video_utils.h
examples/mcbench/Makefile [new file with mode: 0644]
examples/mcbench/main.cpp [new file with mode: 0644]
examples/mcbench/scripts/all_5728.sh [new file with mode: 0755]
examples/mcbench/scripts/all_5749.sh [new file with mode: 0755]
examples/test/testvecs/config/infer/tidl_config_j11_v2_dense.txt [new file with mode: 0755]
examples/test/testvecs/config/infer/tidl_config_j11_v2_dense_lg2.txt [new file with mode: 0755]
examples/test/testvecs/config/infer/tidl_config_j11_v2_lg2.txt [new file with mode: 0755]
examples/test/testvecs/config/infer/tidl_config_jseg21_dense.txt [new file with mode: 0755]
examples/test/testvecs/config/tidl_models/tidl_inception_v1_net.bin [new file with mode: 0644]
examples/test/testvecs/config/tidl_models/tidl_inception_v1_param.bin [new file with mode: 0644]
examples/test/testvecs/config/tidl_models/tidl_net_imagenet_jacintonet11v2_dense.bin [new file with mode: 0644]
examples/test/testvecs/config/tidl_models/tidl_net_jseg21_cityscapes_dense.bin [new file with mode: 0644]
examples/test/testvecs/config/tidl_models/tidl_net_mobilenet_1_224.bin [new file with mode: 0644]
examples/test/testvecs/config/tidl_models/tidl_param_imagenet_jacintonet11v2_dense.bin [new file with mode: 0644]
examples/test/testvecs/config/tidl_models/tidl_param_jseg21_cityscapes_dense.bin [new file with mode: 0644]
examples/test/testvecs/config/tidl_models/tidl_param_mobilenet_1_224.bin [new file with mode: 0644]
examples/test/testvecs/input/preproc_0_224x224_multi.y [new file with mode: 0644]
examples/test/testvecs/input/preproc_0_768x320_multi.y [new file with mode: 0644]
examples/test/testvecs/input/preproc_1_227x227_multi.y [new file with mode: 0644]
examples/test/testvecs/input/preproc_2_224x224_multi.y [new file with mode: 0644]

index 4476c17a706022328d702ff565f5995a9d94589b..04b7b97d6e1f054a1021fa67db55f07f4d29edad 100644 (file)
@@ -150,12 +150,6 @@ bool CheckFrame(const ExecutionObjectPipeline *eop, const char *ref_output)
     return false;
 }
 
-
-namespace tidl {
-std::size_t GetBinaryFileSize (const std::string &F);
-bool        ReadBinary        (const std::string &F, char* buffer, int size);
-}
-
 // Read file into a buffer.
 const char* ReadReferenceOutput(const string& name)
 {
index 3774d1eb2337e91f368db43661cf47260edbbf14..e9fa7db46488f1f2f80b89f65a65b75543831a07 100644 (file)
@@ -55,6 +55,11 @@ bool ReadFrame(ExecutionObjectPipeline* eop,
                const Configuration&     configuration,
                std::istream&            input_file);
 
+namespace tidl {
+  std::size_t GetBinaryFileSize (const std::string &F);
+  bool        ReadBinary        (const std::string &F, char* buffer, int size);
+};
+
 bool WriteFrame(const ExecutionObject* eo, std::ostream& output_file);
 
 void ReportTime(const ExecutionObject* eo);
index 059381d55acc3c6b8fa8e2555f522f47f9031859..3330b90856ba18e9b2148c0693f95ffa8b3c113c 100644 (file)
@@ -37,6 +37,7 @@ using namespace tidl;
 bool ProcessArgs(int argc, char *argv[], cmdline_opts_t& opts)
 {
     opts.num_frames      = 0;
+    opts.num_layers_groups = 1;
     opts.output_width    = 0;
     opts.verbose         = false;
     opts.is_camera_input = false;
@@ -82,7 +83,7 @@ bool ProcessArgs(int argc, char *argv[], cmdline_opts_t& opts)
                       break;
 
             case 'g': opts.num_layers_groups = atoi(optarg);
-                      assert((opts.num_layers_groups == 1) || (opts.num_layers_groups == 2) || (opts.num_layers_groups == 22));
+                      assert((opts.num_layers_groups == 1) || (opts.num_layers_groups == 2));
                       break;
 
             case 'f': opts.num_frames = atoi(optarg);
index c117f1155663d7db2a39d671abd4f6d10a97b481..30d751da886b62dba260e7ff502c729cf6f683b5 100644 (file)
@@ -39,8 +39,8 @@ typedef struct cmdline_opts_t_ {
   std::string config;
   uint32_t    num_dsps;
   uint32_t    num_eves;
-  uint32_t    num_frames;
   uint32_t    num_layers_groups;
+  uint32_t    num_frames;
   std::string input_file;
   uint32_t    output_width;
   bool        verbose;
diff --git a/examples/mcbench/Makefile b/examples/mcbench/Makefile
new file mode 100644 (file)
index 0000000..fb014d5
--- /dev/null
@@ -0,0 +1,40 @@
+# Copyright (c) 2018 Texas Instruments Incorporated - http://www.ti.com/
+# All rights reserved.
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are met:
+# * Redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer.
+# * Redistributions in binary form must reproduce the above copyright
+# notice, this list of conditions and the following disclaimer in the
+# documentation and/or other materials provided with the distribution.
+# * Neither the name of Texas Instruments Incorporated nor the
+# names of its contributors may be used to endorse or promote products
+# derived from this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
+# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
+# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
+# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
+# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
+# THE POSSIBILITY OF SUCH DAMAGE.
+
+EXE = mcbench
+
+include ../make.common
+
+LIBS     += -lopencv_highgui -lopencv_imgcodecs -lopencv_videoio\
+                       -lopencv_imgproc -lopencv_core
+
+SOURCES = main.cpp ../common/utils.cpp ../common/video_utils.cpp
+
+$(EXE): $(TIDL_API_LIB) $(HEADERS) $(SOURCES)
+       $(CXX) $(CXXFLAGS) $(SOURCES) $(TIDL_API_LIB) $(LDFLAGS) $(LIBS) -o $@
+
+clean::
+       $(RM) -f frame_*.png multibox_*.png
diff --git a/examples/mcbench/main.cpp b/examples/mcbench/main.cpp
new file mode 100644 (file)
index 0000000..3ba7d9f
--- /dev/null
@@ -0,0 +1,369 @@
+/******************************************************************************
+ * Copyright (c) 2018, Texas Instruments Incorporated - http://www.ti.com/
+ *   All rights reserved.
+ *
+ *   Redistribution and use in source and binary forms, with or without
+ *   modification, are permitted provided that the following conditions are met:
+ *       * Redistributions of source code must retain the above copyright
+ *         notice, this list of conditions and the following disclaimer.
+ *       * Redistributions in binary form must reproduce the above copyright
+ *         notice, this list of conditions and the following disclaimer in the
+ *         documentation and/or other materials provided with the distribution.
+ *       * Neither the name of Texas Instruments Incorporated nor the
+ *         names of its contributors may be used to endorse or promote products
+ *         derived from this software without specific prior written permission.
+ *
+ *   THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+ *   AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ *   IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+ *   ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
+ *   LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
+ *   CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
+ *   SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+ *   INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+ *   CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
+ *   ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
+ *   THE POSSIBILITY OF SUCH DAMAGE.
+ *****************************************************************************/
+#include <signal.h>
+#include <iostream>
+#include <iomanip>
+#include <fstream>
+#include <cassert>
+#include <string>
+#include <functional>
+#include <algorithm>
+#include <time.h>
+#include <unistd.h>
+
+#include <queue>
+#include <vector>
+#include <cstdio>
+#include <chrono>
+
+#include "executor.h"
+#include "execution_object.h"
+#include "execution_object_pipeline.h"
+#include "configuration.h"
+#include "../segmentation/object_classes.h"
+#include "../common/utils.h"
+#include "../common/video_utils.h"
+
+using namespace std;
+using namespace tidl;
+using namespace cv;
+
+
+#define NUM_VIDEO_FRAMES  100
+#define DEFAULT_CONFIG    "../test/testvecs/config/mcbench/tidl_config_j11_v2.txt"
+
+bool RunConfiguration(const cmdline_opts_t& opts);
+Executor* CreateExecutor(DeviceType dt, uint32_t num, const Configuration& c,
+                         int layers_group_id);
+bool CreateExecutionObjectPipelines(uint32_t num_eves, uint32_t num_dsps,
+                                    Configuration& configuration, 
+                                    uint32_t num_layers_groups,
+                                    Executor*& e_eve, Executor*& e_dsp,
+                                  std::vector<ExecutionObjectPipeline*>& eops);
+
+void AllocateMemory(const std::vector<ExecutionObjectPipeline*>& eops);
+
+bool ReadFrame(ExecutionObjectPipeline& eop, uint32_t frame_idx,
+               const Configuration& c, const cmdline_opts_t& opts, char *input_frames_buffer);
+static void DisplayHelp();
+
+
+int main(int argc, char *argv[])
+{
+    // Catch ctrl-c to ensure a clean exit
+    signal(SIGABRT, exit);
+    signal(SIGTERM, exit);
+
+    // If there are no devices capable of offloading TIDL on the SoC, exit
+    uint32_t num_eves = Executor::GetNumDevices(DeviceType::EVE);
+    uint32_t num_dsps = Executor::GetNumDevices(DeviceType::DSP);
+    if ((num_eves == 0) || (num_dsps == 0))
+    {
+        cout << "mcbench requires EVE and/or DSP for execution." << endl;
+        return EXIT_SUCCESS;
+    }
+
+    cout << "CMDLINE: ";
+    for(int i = 0; i < argc; ++i) cout << argv[i] << " ";
+    cout << endl;
+
+    // Process arguments
+    cmdline_opts_t opts;
+    opts.config = DEFAULT_CONFIG;
+    opts.num_eves = 0;
+    opts.num_dsps = 2;
+    if (! ProcessArgs(argc, argv, opts))
+    {
+        DisplayHelp();
+        exit(EXIT_SUCCESS);
+    }
+    assert((opts.num_dsps + opts.num_eves) != 0);
+
+    if (opts.num_frames == 0)
+        opts.num_frames = NUM_VIDEO_FRAMES;
+
+    // Run network
+    bool status = RunConfiguration(opts);
+
+    if (!status)
+    {
+        cout << "mcbench FAILED" << endl;
+        return EXIT_FAILURE;
+    }
+
+    cout << "mcbench PASSED" << endl;
+    return EXIT_SUCCESS;
+}
+
+bool RunConfiguration(const cmdline_opts_t& opts)
+{
+    // Read the TI DL configuration file
+    Configuration c;
+    std::string config_file = opts.config;
+    std::string inputFile;
+
+    bool status = c.ReadFromFile(config_file);
+    if (!status)
+    {
+        cerr << "Error in configuration file: " << config_file << endl;
+        return false;
+    }
+    c.enableApiTrace = opts.verbose;
+
+    if (opts.input_file.empty())
+        inputFile   = c.inData;
+    else
+        inputFile = opts.input_file;
+
+    int channel_size = c.inWidth * c.inHeight;
+    int frame_size = c.inNumChannels * channel_size;
+
+    c.numFrames = GetBinaryFileSize (inputFile) / frame_size;
+
+    cout << "Input: " << inputFile << " frames:" << c.numFrames << endl;
+
+    // Read input file into memory buffer
+    char *input_frame_buffer = new char[c.numFrames * frame_size]();
+    ifstream ifs(inputFile, ios::binary);
+    ifs.read(input_frame_buffer, channel_size * 3);
+    if(!ifs.good()) {
+       std::cout << "Invalid File input:" << inputFile << std::endl;
+       return false;    
+    }
+
+    try
+    {
+        // Construct ExecutionObjectPipeline that utilizes multiple
+        // ExecutionObjects to process a single frame, each ExecutionObject
+        // processes one layerGroup of the network
+        //
+        // Pipeline depth can enable more optimized pipeline execution:
+        // Given one EVE and one DSP as an example, with different
+        //     pipeline_depth, we have different execution behavior:
+        // If pipeline_depth is set to 1,
+        //    we create one EOP: eop0 (eve0, dsp0)
+        //    pipeline execution of multiple frames over time is as follows:
+        //    --------------------- time ------------------->
+        //    eop0: [eve0...][dsp0]
+        //    eop0:                [eve0...][dsp0]
+        //    eop0:                               [eve0...][dsp0]
+        //    eop0:                                              [eve0...][dsp0]
+        // If pipeline_depth is set to 2,
+        //    we create two EOPs: eop0 (eve0, dsp0), eop1(eve0, dsp0)
+        //    pipeline execution of multiple frames over time is as follows:
+        //    --------------------- time ------------------->
+        //    eop0: [eve0...][dsp0]
+        //    eop1:          [eve0...][dsp0]
+        //    eop0:                   [eve0...][dsp0]
+        //    eop1:                            [eve0...][dsp0]
+        // Additional benefit of setting pipeline_depth to 2 is that
+        //    it can also overlap host ReadFrame() with device processing:
+        //    --------------------- time ------------------->
+        //    eop0: [RF][eve0...][dsp0]
+        //    eop1:     [RF]     [eve0...][dsp0]
+        //    eop0:                    [RF][eve0...][dsp0]
+        //    eop1:                             [RF][eve0...][dsp0]
+        Executor *e_eve = NULL;
+        Executor *e_dsp = NULL;
+        std::vector<ExecutionObjectPipeline *> eops;
+        if (! CreateExecutionObjectPipelines(opts.num_eves, opts.num_dsps, c,
+                                        opts.num_layers_groups, e_eve, e_dsp, eops))
+            return false;
+        uint32_t num_eops = eops.size();
+        // Allocate input/output memory for each EOP
+        AllocateMemory(eops);
+
+        chrono::time_point<chrono::steady_clock> tloop0, tloop1;
+        tloop0 = chrono::steady_clock::now();
+
+        // Process frames with available eops in a pipelined manner
+        // additional num_eops iterations to flush pipeline (epilogue)
+        for (uint32_t frame_idx = 0;
+             frame_idx < opts.num_frames + num_eops; frame_idx++)
+        {
+            ExecutionObjectPipeline* eop = eops[frame_idx % num_eops];
+
+            // Wait for previous frame on the same eop to finish processing
+            if (eop->ProcessFrameWait())
+            {
+                if(opts.verbose)
+                  ReportTime(eop);
+            }
+
+            // Read a frame and start processing it with current eo
+            if (ReadFrame(*eop, frame_idx, c, opts, input_frame_buffer))
+                eop->ProcessFrameStartAsync();
+        }
+
+        tloop1 = chrono::steady_clock::now();
+        chrono::duration<float> elapsed = tloop1 - tloop0;
+        cout << "Loop total time: "
+                  << setw(6) << setprecision(4)
+                  << (elapsed.count() * 1000) << "ms" << endl;
+        cout << "FPS:" << opts.num_frames / elapsed.count() << endl;
+
+        FreeMemory(eops);
+        for (auto eop : eops)  delete eop;
+        delete e_eve;
+        delete e_dsp;
+    }
+    catch (tidl::Exception &e)
+    {
+        cerr << e.what() << endl;
+        status = false;
+    }
+    delete [] input_frame_buffer;
+    return status;
+}
+
+// Create an Executor with the specified type and number of EOs
+Executor* CreateExecutor(DeviceType dt, uint32_t num, const Configuration& c,
+                         int layers_group_id)
+{
+    if (num == 0) return nullptr;
+
+    DeviceIds ids;
+    for (uint32_t i = 0; i < num; i++)
+        ids.insert(static_cast<DeviceId>(i));
+
+    return new Executor(dt, ids, c, layers_group_id);
+}
+
+bool CreateExecutionObjectPipelines(uint32_t num_eves, uint32_t num_dsps,
+                                    Configuration& configuration, 
+                                    uint32_t num_layers_groups,
+                                    Executor*& e_eve, Executor*& e_dsp,
+                                    std::vector<ExecutionObjectPipeline*>& eops)
+{
+    DeviceIds ids_eve, ids_dsp;
+    for (uint32_t i = 0; i < num_eves; i++)
+        ids_eve.insert(static_cast<DeviceId>(i));
+    for (uint32_t i = 0; i < num_dsps; i++)
+        ids_dsp.insert(static_cast<DeviceId>(i));
+    const uint32_t buffer_factor = 2;
+
+    switch(num_layers_groups)
+    {
+    case 1: // Single layers group
+        e_eve = num_eves == 0 ? nullptr :
+                new Executor(DeviceType::EVE, ids_eve, configuration);
+        e_dsp = num_dsps == 0 ? nullptr :
+                new Executor(DeviceType::DSP, ids_dsp, configuration);
+
+        // Construct ExecutionObjectPipeline with single Execution Object to
+        // process each frame. This is parallel processing of frames with
+        // as many DSP and EVE cores that we have on hand.
+        // If buffer_factor == 2, duplicating EOPs for double buffering
+        // and overlapping host pre/post-processing with device processing
+        for (uint32_t j = 0; j < buffer_factor; j++)
+        {
+            for (uint32_t i = 0; i < num_eves; i++)
+                eops.push_back(new ExecutionObjectPipeline({(*e_eve)[i]}));
+            for (uint32_t i = 0; i < num_dsps; i++)
+                eops.push_back(new ExecutionObjectPipeline({(*e_dsp)[i]}));
+        }
+        break;
+
+    case 2: // Two layers group
+        // Create Executors with the approriate core type, number of cores
+        // and configuration specified
+        // EVE will run layersGroupId 1 in the network, while
+        // DSP will run layersGroupId 2 in the network
+        e_eve = num_eves == 0 ? nullptr :
+                new Executor(DeviceType::EVE, ids_eve, configuration, 1);
+        e_dsp = num_dsps == 0 ? nullptr :
+                new Executor(DeviceType::DSP, ids_dsp, configuration, 2);
+
+        // Construct ExecutionObjectPipeline that utilizes multiple
+        // ExecutionObjects to process a single frame, each ExecutionObject
+        // processes one layerGroup of the network
+        // If buffer_factor == 2, duplicating EOPs for pipelining at
+        // EO level rather than at EOP level, in addition to double buffering
+        // and overlapping host pre/post-processing with device processing
+        for (uint32_t j = 0; j < buffer_factor; j++)
+        {
+            for (uint32_t i = 0; i < std::max(num_eves, num_dsps); i++)
+                eops.push_back(new ExecutionObjectPipeline(
+                                {(*e_eve)[i%num_eves], (*e_dsp)[i%num_dsps]}));
+        }
+        break;
+
+    default:
+        std::cout << "Layers groups can be either 1 or 2!" << std::endl;
+        return false;
+        break;
+    }
+
+    return true;
+}
+
+bool ReadFrame(ExecutionObjectPipeline& eop, uint32_t frame_idx,
+               const Configuration& c, const cmdline_opts_t& opts, char *input_frames_buffer)
+{
+    if ((uint32_t)frame_idx >= opts.num_frames)
+        return false;
+
+    eop.SetFrameIndex(frame_idx);
+
+    char*  frame_buffer = eop.GetInputBufferPtr();
+    assert (frame_buffer != nullptr);
+    int channel_size = c.inWidth * c.inHeight;
+    char *bgr_frames_input = input_frames_buffer + (frame_idx % c.numFrames) * channel_size * 3;
+    memcpy(frame_buffer,                bgr_frames_input + 0, channel_size);
+    memcpy(frame_buffer + 1*channel_size, bgr_frames_input + 1 * channel_size, channel_size);
+    memcpy(frame_buffer + 2*channel_size, bgr_frames_input + 2 * channel_size, channel_size);
+    return true;
+}
+
+void DisplayHelp()
+{
+    std::cout <<
+    "Usage: mcbench\n"
+    "  Will run partitioned mcbench network to perform "
+    "multi-objects detection\n"
+    "  and classification.  First part of network "
+    "(layersGroupId 1) runs on EVE,\n"
+    "  second part (layersGroupId 2) runs on DSP.\n"
+    "  Use -c to run a different segmentation network.  Default is jdetnet.\n"
+    "Optional arguments:\n"
+    " -c <config>          Valid configs: ../test/testvecs/config/infer/... files \n"
+    " -d <number>          Number of dsp cores to use\n"
+    " -e <number>          Number of eve cores to use\n"
+    " -g <1|2>             Number of layer groups (layer group <=> consecutive group of layers)\n"
+    " -f <number>          Number of frames to process\n"
+    " -r <number>          Keep repeating specified number of frames from input file\n"
+    " -i <image>           Path to the image file as input\n"
+    "                      Default are 9 frames in testvecs\n"
+    " -i camera<number>    Use camera as input\n"
+    "                      video input port: /dev/video<number>\n"
+    " -i <name>.{mp4,mov,avi}  Use video file as input\n"
+    " -w <number>          Output image/video width\n"
+    " -v                   Verbose output during execution\n"
+    " -h                   Help\n";
+}
+
diff --git a/examples/mcbench/scripts/all_5728.sh b/examples/mcbench/scripts/all_5728.sh
new file mode 100755 (executable)
index 0000000..588971b
--- /dev/null
@@ -0,0 +1,7 @@
+./mcbench -g 1 -d 2 -e 0 -c ../test/testvecs/config/infer/tidl_config_mobileNet1.txt -f 50 -i ../test/testvecs/input/preproc_0_224x224_multi.y
+./mcbench -g 1 -d 2 -e 0 -c ../test/testvecs/config/infer/tidl_config_squeeze1_1.txt -f 50 -i ../test/testvecs/input/preproc_1_227x227_multi.y
+./mcbench -g 1 -d 2 -e 0 -c ../test/testvecs/config/infer/tidl_config_inceptionNetv1.txt -f 50 -i ../test/testvecs/input/preproc_0_224x224_multi.y
+./mcbench -g 1 -d 2 -e 0 -c ../test/testvecs/config/infer/tidl_config_j11_v2.txt -f 50 -i ../test/testvecs/input/preproc_0_224x224_multi.y
+./mcbench -g 1 -d 2 -e 0 -c ../test/testvecs/config/infer/tidl_config_j11_v2_dense.txt -f 50 -i ../test/testvecs/input/preproc_0_224x224_multi.y
+./mcbench -g 1 -d 2 -e 0 -c ../test/testvecs/config/infer/tidl_config_jseg21_dense.txt -f 50 -i ../test/testvecs/input/000100_1024x512_bgr.y
+./mcbench -g 1 -d 2 -e 0 -c ../test/testvecs/config/infer/tidl_config_jseg21.txt -f 50 -i ../test/testvecs/input/000100_1024x512_bgr.y
diff --git a/examples/mcbench/scripts/all_5749.sh b/examples/mcbench/scripts/all_5749.sh
new file mode 100755 (executable)
index 0000000..9c9f039
--- /dev/null
@@ -0,0 +1,15 @@
+./mcbench -g 1 -d 0 -e 2 -c ../test/testvecs/config/infer/tidl_config_mobileNet1.txt -f 50 -i ../test/testvecs/input/preproc_0_224x224_multi.y
+./mcbench -g 1 -d 2 -e 0 -c ../test/testvecs/config/infer/tidl_config_mobileNet1.txt -f 50 -i ../test/testvecs/input/preproc_0_224x224_multi.y
+./mcbench -g 1 -d 0 -e 2 -c ../test/testvecs/config/infer/tidl_config_squeeze1_1.txt -f 50 -i ../test/testvecs/input/preproc_1_227x227_multi.y
+./mcbench -g 1 -d 2 -e 0 -c ../test/testvecs/config/infer/tidl_config_squeeze1_1.txt -f 50 -i ../test/testvecs/input/preproc_1_227x227_multi.y
+./mcbench -g 1 -d 0 -e 2 -c ../test/testvecs/config/infer/tidl_config_inceptionNetv1.txt -f 50 -i ../test/testvecs/input/preproc_0_224x224_multi.y
+./mcbench -g 1 -d 2 -e 0 -c ../test/testvecs/config/infer/tidl_config_inceptionNetv1.txt -f 50 -i ../test/testvecs/input/preproc_0_224x224_multi.y
+./mcbench -g 1 -d 0 -e 2 -c ../test/testvecs/config/infer/tidl_config_j11_v2.txt -f 50 -i ../test/testvecs/input/preproc_0_224x224_multi.y
+./mcbench -g 1 -d 2 -e 2 -c ../test/testvecs/config/infer/tidl_config_j11_v2.txt -f 50 -i ../test/testvecs/input/preproc_0_224x224_multi.y
+./mcbench -g 2 -d 1 -e 2 -c ../test/testvecs/config/infer/tidl_config_j11_v2_lg2.txt -f 50 -i ../test/testvecs/input/preproc_0_224x224_multi.y
+./mcbench -g 1 -d 0 -e 2 -c ../test/testvecs/config/infer/tidl_config_j11_v2_dense.txt -f 50 -i ../test/testvecs/input/preproc_0_224x224_multi.y
+./mcbench -g 1 -d 2 -e 2 -c ../test/testvecs/config/infer/tidl_config_j11_v2_dense.txt -f 50 -i ../test/testvecs/input/preproc_0_224x224_multi.y
+./mcbench -g 2 -d 1 -e 2 -c ../test/testvecs/config/infer/tidl_config_j11_v2_dense_lg2.txt -f 50 -i ../test/testvecs/input/preproc_0_224x224_multi.y
+./mcbench -g 1 -d 0 -e 2 -c ../test/testvecs/config/infer/tidl_config_jseg21_dense.txt -f 50 -i ../test/testvecs/input/000100_1024x512_bgr.y
+./mcbench -g 1 -d 0 -e 2 -c ../test/testvecs/config/infer/tidl_config_jseg21.txt -f 50 -i ../test/testvecs/input/000100_1024x512_bgr.y
+./mcbench -g 2 -d 1 -e 2 -c ../test/testvecs/config/infer/tidl_config_jdetnet.txt -f 50 -i ../test/testvecs/input/preproc_0_768x320_multi.y
diff --git a/examples/test/testvecs/config/infer/tidl_config_j11_v2_dense.txt b/examples/test/testvecs/config/infer/tidl_config_j11_v2_dense.txt
new file mode 100755 (executable)
index 0000000..a449ece
--- /dev/null
@@ -0,0 +1,9 @@
+numFrames   = 1
+preProcType = 0
+inData   = ../test/testvecs/input/preproc_0_224x224.y
+outData   = "stats_tool_out.bin"
+netBinFile      = "../test/testvecs/config/tidl_models/tidl_net_imagenet_jacintonet11v2_dense.bin"
+paramsBinFile   = "../test/testvecs/config/tidl_models/tidl_param_imagenet_jacintonet11v2_dense.bin"
+inWidth = 224
+inHeight = 224
+inNumChannels = 3
diff --git a/examples/test/testvecs/config/infer/tidl_config_j11_v2_dense_lg2.txt b/examples/test/testvecs/config/infer/tidl_config_j11_v2_dense_lg2.txt
new file mode 100755 (executable)
index 0000000..e4f33a5
--- /dev/null
@@ -0,0 +1,10 @@
+numFrames   = 1
+preProcType = 0
+inData   = ../test/testvecs/input/preproc_0_224x224.y
+outData   = "stats_tool_out.bin"
+netBinFile      = "../test/testvecs/config/tidl_models/tidl_net_imagenet_jacintonet11v2_dense.bin"
+paramsBinFile   = "../test/testvecs/config/tidl_models/tidl_param_imagenet_jacintonet11v2_dense.bin"
+inWidth = 224
+inHeight = 224
+inNumChannels = 3
+layerIndex2LayerGroupId = { {12, 2}, {13, 2}, {14, 2} }
diff --git a/examples/test/testvecs/config/infer/tidl_config_j11_v2_lg2.txt b/examples/test/testvecs/config/infer/tidl_config_j11_v2_lg2.txt
new file mode 100755 (executable)
index 0000000..25983b3
--- /dev/null
@@ -0,0 +1,10 @@
+numFrames   = 1
+preProcType = 0
+inData   = ../test/testvecs/input/preproc_0_224x224.y
+outData   = "stats_tool_out.bin"
+netBinFile      = "../test/testvecs/config/tidl_models/tidl_net_imagenet_jacintonet11v2.bin"
+paramsBinFile   = "../test/testvecs/config/tidl_models/tidl_param_imagenet_jacintonet11v2.bin"
+inWidth = 224
+inHeight = 224
+inNumChannels = 3
+layerIndex2LayerGroupId = { {12, 2}, {13, 2}, {14, 2} }
diff --git a/examples/test/testvecs/config/infer/tidl_config_jseg21_dense.txt b/examples/test/testvecs/config/infer/tidl_config_jseg21_dense.txt
new file mode 100755 (executable)
index 0000000..357e1e7
--- /dev/null
@@ -0,0 +1,9 @@
+numFrames   = 1
+preProcType = 0
+inData   = ../test/testvecs/input/000100_1024x512_bgr.y
+outData   = "./stats_tool_out.bin"
+netBinFile     = ../test/testvecs/config/tidl_models/tidl_net_jseg21_cityscapes_dense.bin
+paramsBinFile  = ../test/testvecs/config/tidl_models/tidl_param_jseg21_cityscapes_dense.bin
+inWidth = 1024
+inHeight = 512
+inNumChannels = 3
diff --git a/examples/test/testvecs/config/tidl_models/tidl_inception_v1_net.bin b/examples/test/testvecs/config/tidl_models/tidl_inception_v1_net.bin
new file mode 100644 (file)
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diff --git a/examples/test/testvecs/config/tidl_models/tidl_inception_v1_param.bin b/examples/test/testvecs/config/tidl_models/tidl_inception_v1_param.bin
new file mode 100644 (file)
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diff --git a/examples/test/testvecs/config/tidl_models/tidl_net_imagenet_jacintonet11v2_dense.bin b/examples/test/testvecs/config/tidl_models/tidl_net_imagenet_jacintonet11v2_dense.bin
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diff --git a/examples/test/testvecs/config/tidl_models/tidl_net_jseg21_cityscapes_dense.bin b/examples/test/testvecs/config/tidl_models/tidl_net_jseg21_cityscapes_dense.bin
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diff --git a/examples/test/testvecs/config/tidl_models/tidl_net_mobilenet_1_224.bin b/examples/test/testvecs/config/tidl_models/tidl_net_mobilenet_1_224.bin
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diff --git a/examples/test/testvecs/config/tidl_models/tidl_param_imagenet_jacintonet11v2_dense.bin b/examples/test/testvecs/config/tidl_models/tidl_param_imagenet_jacintonet11v2_dense.bin
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index 0000000..f818de2
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diff --git a/examples/test/testvecs/config/tidl_models/tidl_param_jseg21_cityscapes_dense.bin b/examples/test/testvecs/config/tidl_models/tidl_param_jseg21_cityscapes_dense.bin
new file mode 100644 (file)
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diff --git a/examples/test/testvecs/config/tidl_models/tidl_param_mobilenet_1_224.bin b/examples/test/testvecs/config/tidl_models/tidl_param_mobilenet_1_224.bin
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diff --git a/examples/test/testvecs/input/preproc_0_224x224_multi.y b/examples/test/testvecs/input/preproc_0_224x224_multi.y
new file mode 100644 (file)
index 0000000..65f7e84
--- /dev/null
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