mmr/tkDNN
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122 Commits

Author SHA1 Message Date
Davide Sapienza 03d2b88fa6 Add TKDNN_CALIB_IMG_PATH and TKDNN_CALIB_LABRL_PATH variable 
This commit adds two variables for the calibration dataset.
The first is reffered to .txt file that contains the list
of the absolute paths of the images for the INT8 calitration.
The second is referred to .txt file that contains the list
of the absolute paths of the labels of the same images above.

Signed-off-by: Davide Sapienza <sapienza.dav@gmail.com>
 2020-03-30 18:55:32 +02:00
Davide Sapienza 0474f019cf Add TKDNN_MODE variable to the name of the network. 
This commit permits to obtain different .rt files for different
precision optimizations of the same network.

Signed-off-by: Davide Sapienza <sapienza.dav@gmail.com>
 2020-03-30 15:08:25 +02:00
Davide Sapienza e217a0e83f Fix opencv cuda include error 
Signed-off-by: Davide Sapienza <sapienza.dav@gmail.com>
 2020-03-27 10:43:49 +01:00
Davide Sapienza e540213da6 Add the Int8 calibrator and the tensorRT Int8 inference 
Signed-off-by: Davide Sapienza <sapienza.dav@gmail.com>
 2020-03-27 00:48:14 +01:00
Micaela Verucchi 785a3d8dd5 Add GPU version for yolo3detection 
Signed-off-by: Micaela Verucchi <micaelaverucchi@gmail.com>
 2020-03-23 21:29:29 +01:00
Micaela Verucchi 3bc648c07b Modify map demo, using abstract class. Move draw function in abstract class 
Signed-off-by: Micaela Verucchi <micaelaverucchi@gmail.com>
 2020-03-23 19:32:37 +01:00
Micaela Verucchi 8b9516da97 Refactoring for detection NN 
Signed-off-by: Micaela Verucchi <micaelaverucchi@gmail.com>
 2020-03-20 21:14:12 +01:00
Micaela Verucchi 997e857e32 Add OPENCV_CUDA define, to allow having preprocess both in CPU and GPU (Mobilenet and Centernet) 
Signed-off-by: Micaela Verucchi <micaelaverucchi@gmail.com>
 2020-03-20 10:21:11 +01:00
Micaela Verucchi 5c6d6ae0af Style fix, useless params removed 
Signed-off-by: Micaela Verucchi <micaelaverucchi@gmail.com>
 2020-03-19 18:13:35 +01:00
Micaela Verucchi cae0b84687 Add preprocess function, allow preprocess on GPU for mobilenetdetection 
Signed-off-by: Micaela Verucchi <micaelaverucchi@gmail.com>
 2020-03-19 17:53:29 +01:00
Micaela Verucchi 1a50065bde Fix conv2d with additional bias for tensorRT. Fix reshape deserialize. Mb2512 works with tensorRT 
Signed-off-by: Micaela Verucchi <micaelaverucchi@gmail.com>
 2020-03-17 13:18:05 +01:00
Micaela Verucchi 14d850751d Add mobilenetv2ssdlite512 test. 
Works for CuDNN, not for tensorRT.
Modified channels in second convolution for classification headers from 126 to 486, when changing size from 300 to 512.
Added size 512 SSD specs and support to COCO dataset (81 classes, first BACKGROUND due to repo for training).
Refactoring class names.

Signed-off-by: Micaela Verucchi <micaelaverucchi@gmail.com>
 2020-03-17 10:35:02 +01:00
Francesco Gatti 21b8146232 Add function to download weigths if do no exist, for each test. Add some controls in map demo. 
Signed-off-by: Francesco Gatti <gattifrancesco@hotmail.it>
 2020-03-14 17:02:07 +01:00
xavier a65c8aa91e Merge branch 'cnet' of https://github.com/ceccocats/tkDNN into cnet 2020-03-12 20:18:11 +01:00
xavier 5c347b1e11 Fix print on times.csv 
Signed-off-by: xavier <micaelaverucchi@gmail.com>
 2020-03-12 20:18:02 +01:00
Francesco Gatti 4845edbc88 csresnext50-panet-spp works with TensorRT 
Signed-off-by: Francesco Gatti <gattifrancesco@hotmail.it>
 2020-03-12 18:24:41 +01:00
Francesco Gatti 5f4508a5a6 Add csresnext50-panet-spp test. Works on CUDNN. Does not work with TensorRT 
Signed-off-by: Francesco Gatti <gattifrancesco@hotmail.it>
 2020-03-11 18:37:26 +01:00
Micaela Verucchi 75d5e20843 Add writing results on file for map demo 
Signed-off-by: Micaela Verucchi <micaelaverucchi@gmail.com>
 2020-03-10 14:35:25 +01:00
Davide Sapienza c94159a2bf Add draw method to Yolo3Detection class. 
Update yolo demo

Signed-off-by: Davide Sapienza <sapienza.dav@gmail.com>
 2020-03-03 17:08:25 +01:00
Micaela Verucchi 1d38d88c85 Fix dependencies problems 
Signed-off-by: Micaela Verucchi <micaelaverucchi@gmail.com>
 2020-02-27 16:48:10 +01:00
xavier 3be254b08f Add Mobilenetv2 SSD Lite post and preprocessing, add mobilenet demo 
Signed-off-by: xavier <micaelaverucchi@gmail.com>
 2020-02-26 17:42:20 +01:00
xavier c36c898948 Fix include error 
Signed-off-by: xavier <micaelaverucchi@gmail.com>
 2020-02-21 11:14:52 +01:00
xavier c4cef1aa02 Merge branch 'cnet' of https://github.com/ceccocats/tkDNN into cnet 2020-02-21 10:49:35 +01:00
xavier 808a84131c Add Mobilenet2SSDLite test 
The new test works both with TensorRT and cuDNN. Preprocessing and
Postprocessing are missing. Add ClippedReLU (for ReLU6), groups for
Conv2d, additional bias for convolution.

Other minors:
-move the timer in the detector to measure all the
processing time for a given frame (both centernet and yolo);
-add int8 flag.

Signed-off-by: Micaela Verucchi <micaelaverucchi@gmail.com>
Davide Sapienza <sapienza.dav@gmail.com>
 2020-02-21 10:45:46 +01:00
Davide Sapienza 200e9466f6 Move pre-processing on GPU 
Signed-off-by: Davide Sapienza <sapienza.dav@gmail.com>
 2020-02-14 18:44:13 +01:00
xavier d0026ff235 Change README.md, add config.yaml, refactoring 
Signed-off-by: xavier <micaelaverucchi@gmail.com>
 2020-02-11 11:25:42 +01:00
xavier e01d7c6b13 Merge branch 'cnet' of https://github.com/ceccocats/tkDNN into cnet 2020-02-11 10:32:52 +01:00
Davide Sapienza 2b06836a7f Optimize deformable kernel 
Signed-off.by: Ignacio Sañudo Olmedo<ignacio.sanudoolmedo@unimore.it>
Signed-off-by: Davide Sapienza <sapienza.dav@gmail.com>
 2020-02-11 10:06:08 +01:00
xavier c7cb3e7571 Add avg precision, recall, f1score computation, other minors 
Signed-off-by: xavier <micaelaverucchi@gmail.com>
 2020-02-10 18:19:08 +01:00
Davide Sapienza 17a083ae28 Remove mallocs and frees from the kernels 
Signed-off-by: Davide Sapienza <sapienza.dav@gmail.com>
 2020-02-07 14:50:05 +01:00
xavier da24c2e752 Refactoring map_demo, add evaluation.h and evaluation.cpp 
Signed-off-by: xavier <micaelaverucchi@gmail.com>
 2020-02-07 12:47:02 +01:00
xavier 002355e7a7 Merge branch 'cnet' of https://github.com/ceccocats/tkDNN into cnet 2020-02-07 09:06:29 +01:00
Davide Sapienza 5abf1613f2 Fix memory leak 
This commit moves cublasCreate out from dcn_v2_cuda_forward
to save some milliseconds and it adds cublasDestroy (cause
of memory leak).

Signed-off-by: Davide Sapienza <sapienza.dav@gmail.com>
 2020-02-06 23:09:12 +01:00
xavier 0a4c75f834 Merge branch 'cnet' of https://github.com/ceccocats/tkDNN into cnet 2020-02-06 18:24:49 +01:00
Davide Sapienza 516c1e6636 Change CenterNet input dimension. 
This commit changes the image input dimension, it updates the
CenterNet detection class.

Signed-off-by: Davide Sapienza <sapienza.dav@gmail.com>
 2020-02-06 18:08:06 +01:00
xavier dc130fc834 Merge branch 'cnet' of https://github.com/ceccocats/tkDNN into cnet 2020-02-05 18:39:32 +01:00
xavier ef18be7b7b Add mAP computation and demo 
Signed-off-by: xavier <micaelaverucchi@gmail.com>
 2020-02-05 18:39:13 +01:00
Davide Sapienza 0d6acaec41 Add grouped convolutions in CUDNN and tensorRT. 
Signed-off-by: Davide Sapienza <sapienza.dav@gmail.com>
 2020-02-05 14:32:58 +01:00
Davide Sapienza 07da54efe9 Centernet: fix pooling problem, add centrnet demo 
Signed-off-by: Micaela Verucchi <micaelaverucchi@gmail.com>
Signed-off-by: Davide Sapienza <sapienza.dav@gmail.com>
 2020-01-21 12:50:18 +01:00
Davide Sapienza b7a6e8c8f5 Merge branch 'master' of https://github.com/ceccocats/tkDNN into cnet 2020-01-20 16:41:19 +01:00
Davide Sapienza b23cf9fe70 Merge branch 'cnet' of https://github.com/ceccocats/tkDNN into cnet 
Signed-off-by: Michaela Verucchi <micaelaverucchi@gmail.com>
Signed-off-by: Davide Sapienza <sapienza.dav@gmail.com>
 2020-01-20 12:35:27 +01:00
Davide Sapienza 7838cb4922 Pre-process, Process and Post-process work 
Signed-off-by: Micaela Verucchi <micaelaverucchi@gmail.com>
Signed-off-by: Davide Sapienza <sapienza.dav@gmail.com>
 2020-01-20 12:27:49 +01:00
xavier da4f246157 add DLA, plugin for shortcut and leaky. new verison 0.4 2020-01-15 21:48:18 +01:00
xavier 0f0c8c28e1 Merge with master, works with Jetpack 4.3 
Signed-off-by: xavier <micaelaverucchi@gmail.com>
 2020-01-15 19:24:19 +01:00
xavier c32a0be257 Batchnorm eps fix, works on jetpack 4.3 2020-01-15 18:06:02 +01:00
Davide Sapienza 5272f1cde6 CenterNet TensorRT serialization works 
This commit adds the Deformable layer serialization.

Signed-oof-by: Davide Sapienza <sapienza.dav@gmail.com>
 2019-12-23 15:31:13 +01:00
nvidia f0ea2c027f Merge branch 'cnet' of https://github.com/ceccocats/tkDNN into cnet 2019-12-20 15:27:55 +01:00
nvidia 854a4c316a Add ResizeLayerRT plugin 
Signed-off-by: nvidia <micaelaverucchi@gmail.com>
 2019-12-20 15:27:41 +01:00
Davide Sapienza d889ed385d CenterNet TensorRT works. TensorRT serialization not yet implemented 
Signed-oof-by: Davide Sapienza <sapienza.dav@gmail.com>
 2019-12-20 11:05:03 +01:00
Davide Sapienza e99b353d8b Fix the inference operation of the deformable convolutional layer. 
This commit removes the malloc operation in the inference
method and adds the sigmoid kernel.

Signed-off-by: Davide Sapienza <sapienza.dav@gmail.com>
 2019-12-19 14:47:57 +01:00