From patchwork Mon Jul 1 08:12:55 2019 Content-Type: text/plain; charset="utf-8" MIME-Version: 1.0 Content-Transfer-Encoding: 7bit X-Patchwork-Submitter: "Guo, Yejun" X-Patchwork-Id: 13786 Return-Path: X-Original-To: patchwork@ffaux-bg.ffmpeg.org Delivered-To: patchwork@ffaux-bg.ffmpeg.org Received: from ffbox0-bg.mplayerhq.hu (ffbox0-bg.ffmpeg.org [79.124.17.100]) by ffaux.localdomain (Postfix) with ESMTP id 7237B4481AC for ; Mon, 1 Jul 2019 11:15:11 +0300 (EEST) Received: from [127.0.1.1] (localhost [127.0.0.1]) by ffbox0-bg.mplayerhq.hu (Postfix) with ESMTP id 509CB68A7EB; Mon, 1 Jul 2019 11:15:11 +0300 (EEST) X-Original-To: ffmpeg-devel@ffmpeg.org Delivered-To: ffmpeg-devel@ffmpeg.org Received: from mga03.intel.com (mga03.intel.com [134.134.136.65]) by ffbox0-bg.mplayerhq.hu (Postfix) with ESMTPS id 64E6A689FE1 for ; Mon, 1 Jul 2019 11:15:04 +0300 (EEST) X-Amp-Result: SKIPPED(no attachment in message) X-Amp-File-Uploaded: False Received: from orsmga005.jf.intel.com ([10.7.209.41]) by orsmga103.jf.intel.com with ESMTP/TLS/DHE-RSA-AES256-GCM-SHA384; 01 Jul 2019 01:15:02 -0700 X-ExtLoop1: 1 X-IronPort-AV: E=Sophos;i="5.63,438,1557212400"; d="scan'208";a="338542820" Received: from yguo18-skl-u1604.sh.intel.com ([10.239.13.25]) by orsmga005.jf.intel.com with ESMTP; 01 Jul 2019 01:15:01 -0700 From: "Guo, Yejun" To: ffmpeg-devel@ffmpeg.org Date: Mon, 1 Jul 2019 16:12:55 +0800 Message-Id: <1561968775-15398-1-git-send-email-yejun.guo@intel.com> X-Mailer: git-send-email 2.7.4 Subject: [FFmpeg-devel] [PATCH 2/2] fate: add unit test for dnn-layer-pad X-BeenThere: ffmpeg-devel@ffmpeg.org X-Mailman-Version: 2.1.20 Precedence: list List-Id: FFmpeg development discussions and patches List-Unsubscribe: , List-Archive: List-Post: List-Help: List-Subscribe: , Reply-To: FFmpeg development discussions and patches Cc: yejun.guo@intel.com MIME-Version: 1.0 Errors-To: ffmpeg-devel-bounces@ffmpeg.org Sender: "ffmpeg-devel" Signed-off-by: Guo, Yejun --- tests/Makefile | 5 +- tests/dnn/Makefile | 11 +++ tests/dnn/dnn-layer-pad-test.c | 201 +++++++++++++++++++++++++++++++++++++++++ tests/fate/dnn.mak | 8 ++ 4 files changed, 224 insertions(+), 1 deletion(-) create mode 100644 tests/dnn/Makefile create mode 100644 tests/dnn/dnn-layer-pad-test.c create mode 100644 tests/fate/dnn.mak diff --git a/tests/Makefile b/tests/Makefile index 624292d..0ef571b 100644 --- a/tests/Makefile +++ b/tests/Makefile @@ -10,7 +10,8 @@ FFMPEG=ffmpeg$(PROGSSUF)$(EXESUF) $(AREF): CMP= APITESTSDIR := tests/api -FATE_OUTDIRS = tests/data tests/data/fate tests/data/filtergraphs tests/data/lavf tests/data/lavf-fate tests/data/pixfmt tests/vsynth1 $(APITESTSDIR) +DNNTESTSDIR := tests/dnn +FATE_OUTDIRS = tests/data tests/data/fate tests/data/filtergraphs tests/data/lavf tests/data/lavf-fate tests/data/pixfmt tests/vsynth1 $(APITESTSDIR) $(DNNTESTSDIR) OUTDIRS += $(FATE_OUTDIRS) $(VREF): tests/videogen$(HOSTEXESUF) | tests/vsynth1 @@ -85,6 +86,7 @@ FILTERDEMDECENCMUX = $(call ALLYES, $(1:%=%_FILTER) $(2)_DEMUXER $(3)_DECODER $( PARSERDEMDEC = $(call ALLYES, $(1)_PARSER $(2)_DEMUXER $(3)_DECODER) include $(SRC_PATH)/$(APITESTSDIR)/Makefile +include $(SRC_PATH)/$(DNNTESTSDIR)/Makefile include $(SRC_PATH)/tests/fate/acodec.mak include $(SRC_PATH)/tests/fate/vcodec.mak @@ -118,6 +120,7 @@ include $(SRC_PATH)/tests/fate/cover-art.mak include $(SRC_PATH)/tests/fate/dca.mak include $(SRC_PATH)/tests/fate/demux.mak include $(SRC_PATH)/tests/fate/dfa.mak +include $(SRC_PATH)/tests/fate/dnn.mak include $(SRC_PATH)/tests/fate/dnxhd.mak include $(SRC_PATH)/tests/fate/dpcm.mak include $(SRC_PATH)/tests/fate/ea.mak diff --git a/tests/dnn/Makefile b/tests/dnn/Makefile new file mode 100644 index 0000000..b2e6680 --- /dev/null +++ b/tests/dnn/Makefile @@ -0,0 +1,11 @@ +DNNTESTPROGS += dnn-layer-pad + +DNNTESTOBJS := $(DNNTESTOBJS:%=$(DNNTESTSDIR)%) $(DNNTESTPROGS:%=$(DNNTESTSDIR)/%-test.o) +DNNTESTPROGS := $(DNNTESTPROGS:%=$(DNNTESTSDIR)/%-test$(EXESUF)) +-include $(wildcard $(DNNTESTOBJS:.o=.d)) + +$(DNNTESTPROGS): %$(EXESUF): %.o $(FF_DEP_LIBS) + $(LD) $(LDFLAGS) $(LDEXEFLAGS) $(LD_O) $(filter %.o,$^) $(FF_EXTRALIBS) $(ELIBS) + +testclean:: + $(RM) $(addprefix $(DNNTESTSDIR)/,$(CLEANSUFFIXES) *-test$(EXESUF)) diff --git a/tests/dnn/dnn-layer-pad-test.c b/tests/dnn/dnn-layer-pad-test.c new file mode 100644 index 0000000..fe8eaca --- /dev/null +++ b/tests/dnn/dnn-layer-pad-test.c @@ -0,0 +1,201 @@ +/* + * Copyright (c) 2019 Guo Yejun + * + * This file is part of FFmpeg. + * + * FFmpeg is free software; you can redistribute it and/or + * modify it under the terms of the GNU Lesser General Public + * License as published by the Free Software Foundation; either + * version 2.1 of the License, or (at your option) any later version. + * + * FFmpeg is distributed in the hope that it will be useful, + * but WITHOUT ANY WARRANTY; without even the implied warranty of + * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU + * Lesser General Public License for more details. + * + * You should have received a copy of the GNU Lesser General Public + * License along with FFmpeg; if not, write to the Free Software + * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA + */ + +#include +#include +#include +#include "libavfilter/dnn/dnn_backend_native_layer_pad.h" + +#define EPSON 0.00001 + +static int test_with_mode_symmetric(void) +{ + // the input data and expected data are generated with below python code. + /* + x = tf.placeholder(tf.float32, shape=[1, None, None, 3]) + y = tf.pad(x, [[0, 0], [2, 3], [3, 2], [0, 0]], 'SYMMETRIC') + data = np.arange(48).reshape(1, 4, 4, 3); + + sess=tf.Session() + sess.run(tf.global_variables_initializer()) + output = sess.run(y, feed_dict={x: data}) + + print(list(data.flatten())) + print(list(output.flatten())) + print(data.shape) + print(output.shape) + */ + + LayerPadParams params; + float input[1*4*4*3] = { + 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47 + }; + float expected_output[1*9*9*3] = { + 18.0, 19.0, 20.0, 15.0, 16.0, 17.0, 12.0, 13.0, 14.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0, 21.0, 22.0, 23.0, 21.0, 22.0, 23.0, 18.0, 19.0, 20.0, 6.0, 7.0, 8.0, 3.0, + 4.0, 5.0, 0.0, 1.0, 2.0, 0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 9.0, 10.0, 11.0, 6.0, 7.0, 8.0, 6.0, 7.0, 8.0, 3.0, 4.0, 5.0, 0.0, 1.0, 2.0, 0.0, 1.0, 2.0, 3.0, + 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 9.0, 10.0, 11.0, 6.0, 7.0, 8.0, 18.0, 19.0, 20.0, 15.0, 16.0, 17.0, 12.0, 13.0, 14.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0, + 21.0, 22.0, 23.0, 21.0, 22.0, 23.0, 18.0, 19.0, 20.0, 30.0, 31.0, 32.0, 27.0, 28.0, 29.0, 24.0, 25.0, 26.0, 24.0, 25.0, 26.0, 27.0, 28.0, 29.0, 30.0, 31.0, 32.0, 33.0, 34.0, 35.0, 33.0, + 34.0, 35.0, 30.0, 31.0, 32.0, 42.0, 43.0, 44.0, 39.0, 40.0, 41.0, 36.0, 37.0, 38.0, 36.0, 37.0, 38.0, 39.0, 40.0, 41.0, 42.0, 43.0, 44.0, 45.0, 46.0, 47.0, 45.0, 46.0, 47.0, 42.0, 43.0, + 44.0, 42.0, 43.0, 44.0, 39.0, 40.0, 41.0, 36.0, 37.0, 38.0, 36.0, 37.0, 38.0, 39.0, 40.0, 41.0, 42.0, 43.0, 44.0, 45.0, 46.0, 47.0, 45.0, 46.0, 47.0, 42.0, 43.0, 44.0, 30.0, 31.0, 32.0, + 27.0, 28.0, 29.0, 24.0, 25.0, 26.0, 24.0, 25.0, 26.0, 27.0, 28.0, 29.0, 30.0, 31.0, 32.0, 33.0, 34.0, 35.0, 33.0, 34.0, 35.0, 30.0, 31.0, 32.0, 18.0, 19.0, 20.0, 15.0, 16.0, 17.0, 12.0, + 13.0, 14.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0, 21.0, 22.0, 23.0, 21.0, 22.0, 23.0, 18.0, 19.0, 20.0 + }; + float output[1*9*9*3]; + memset(output, 0, sizeof(output)); + + params.mode = LPMP_SYMMETRIC; + params.paddings[0][0] = 0; + params.paddings[0][1] = 0; + params.paddings[1][0] = 2; + params.paddings[1][1] = 3; + params.paddings[2][0] = 3; + params.paddings[2][1] = 2; + params.paddings[3][0] = 0; + params.paddings[3][1] = 0; + + dnn_execute_layer_pad(input, output, ¶ms, 1, 4, 4, 3); + + for (int i = 0; i < sizeof(output) / sizeof(float); i++) { + if (fabs(output[i] - expected_output[i]) > EPSON) { + printf("at index %d, output: %f, expected_output: %f\n", i, output[i], expected_output[i]); + return 1; + } + } + + return 0; + +} + +static int test_with_mode_reflect(void) +{ + // the input data and expected data are generated with below python code. + /* + x = tf.placeholder(tf.float32, shape=[3, None, None, 3]) + y = tf.pad(x, [[1, 2], [0, 0], [0, 0], [0, 0]], 'REFLECT') + data = np.arange(36).reshape(3, 2, 2, 3); + + sess=tf.Session() + sess.run(tf.global_variables_initializer()) + output = sess.run(y, feed_dict={x: data}) + + print(list(data.flatten())) + print(list(output.flatten())) + print(data.shape) + print(output.shape) + */ + + LayerPadParams params; + float input[3*2*2*3] = { + 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35 + }; + float expected_output[6*2*2*3] = { + 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0, 21.0, 22.0, 23.0, 0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, + 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0, 21.0, 22.0, 23.0, 24.0, 25.0, 26.0, 27.0, 28.0, 29.0, 30.0, 31.0, 32.0, 33.0, 34.0, + 35.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0, 21.0, 22.0, 23.0, 0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0 + }; + float output[6*2*2*3]; + memset(output, 0, sizeof(output)); + + params.mode = LPMP_REFLECT; + params.paddings[0][0] = 1; + params.paddings[0][1] = 2; + params.paddings[1][0] = 0; + params.paddings[1][1] = 0; + params.paddings[2][0] = 0; + params.paddings[2][1] = 0; + params.paddings[3][0] = 0; + params.paddings[3][1] = 0; + + dnn_execute_layer_pad(input, output, ¶ms, 3, 2, 2, 3); + + for (int i = 0; i < sizeof(output) / sizeof(float); i++) { + if (fabs(output[i] - expected_output[i]) > EPSON) { + printf("at index %d, output: %f, expected_output: %f\n", i, output[i], expected_output[i]); + return 1; + } + } + + return 0; + +} + +static int test_with_mode_constant(void) +{ + // the input data and expected data are generated with below python code. + /* + x = tf.placeholder(tf.float32, shape=[1, None, None, 3]) + y = tf.pad(x, [[0, 0], [0, 0], [0, 0], [1, 2]], 'CONSTANT', constant_values=728) + data = np.arange(12).reshape(1, 2, 2, 3); + + sess=tf.Session() + sess.run(tf.global_variables_initializer()) + output = sess.run(y, feed_dict={x: data}) + + print(list(data.flatten())) + print(list(output.flatten())) + print(data.shape) + print(output.shape) + */ + + LayerPadParams params; + float input[1*2*2*3] = { + 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11 + }; + float expected_output[1*2*2*6] = { + 728.0, 0.0, 1.0, 2.0, 728.0, 728.0, 728.0, 3.0, 4.0, 5.0, 728.0, 728.0, 728.0, 6.0, 7.0, 8.0, 728.0, 728.0, 728.0, 9.0, 10.0, 11.0, 728.0, 728.0 + }; + float output[1*2*2*6]; + memset(output, 0, sizeof(output)); + + params.mode = LPMP_CONSTANT; + params.constant_values = 728; + params.paddings[0][0] = 0; + params.paddings[0][1] = 0; + params.paddings[1][0] = 0; + params.paddings[1][1] = 0; + params.paddings[2][0] = 0; + params.paddings[2][1] = 0; + params.paddings[3][0] = 1; + params.paddings[3][1] = 2; + + dnn_execute_layer_pad(input, output, ¶ms, 1, 2, 2, 3); + + for (int i = 0; i < sizeof(output) / sizeof(float); i++) { + if (fabs(output[i] - expected_output[i]) > EPSON) { + printf("at index %d, output: %f, expected_output: %f\n", i, output[i], expected_output[i]); + return 1; + } + } + + return 0; + +} + +int main(int argc, char **argv) +{ + if (test_with_mode_symmetric()) + return 1; + + if (test_with_mode_reflect()) + return 1; + + if (test_with_mode_constant()) + return 1; +} diff --git a/tests/fate/dnn.mak b/tests/fate/dnn.mak new file mode 100644 index 0000000..a077a4a --- /dev/null +++ b/tests/fate/dnn.mak @@ -0,0 +1,8 @@ +FATE_DNN += fate-dnn-layer-pad +fate-dnn-layer-pad: $(DNNTESTSDIR)/dnn-layer-pad-test$(EXESUF) +fate-dnn-layer-pad: CMD = run $(DNNTESTSDIR)/dnn-layer-pad-test$(EXESUF) +fate-dnn-layer-pad: CMP = null + +FATE-yes += $(FATE_DNN) + +fate-dnn: $(FATE_DNN)