Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Int4 Depthwise performance improvement #117

Merged
merged 1 commit into from
Mar 5, 2024
Merged

Int4 Depthwise performance improvement #117

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
453 changes: 359 additions & 94 deletions Source/ConvolutionFunctions/arm_depthwise_conv_s4.c
View file
Open in desktop

Large diffs are not rendered by default.

9 changes: 9 additions & 0 deletions Tests/UnitTest/TestCases/TestData/depthwise_int4_generic_5/biases_data.h
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,9 @@
// Generated by test_settings.py using tensorflow version 2.15.0 (Keras version 2.15.0).
// Interpreter from tensorflow version 2.15.0 and revision v2.15.0-rc1-8-g6887368d6d4.
#pragma once
#include <stdint.h>

const int32_t depthwise_int4_generic_5_biases[20] = {-8594325, -1703598848, 1687007744, -571777664, 521577216,
2024419072, -263814048, -794905728, 1743926656, -1629277440,
-1894920320, -219097952, -2074920448, 942072256, -156722528,
-1605767168, -181432688, 1205177728, 552752768, -2036018944};
25 changes: 25 additions & 0 deletions Tests/UnitTest/TestCases/TestData/depthwise_int4_generic_5/config_data.h
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,25 @@
// Generated by test_settings.py using tensorflow version 2.15.0 (Keras version 2.15.0).
// Interpreter from tensorflow version 2.15.0 and revision v2.15.0-rc1-8-g6887368d6d4.
#pragma once
#define DEPTHWISE_INT4_GENERIC_5_OUT_CH 20
#define DEPTHWISE_INT4_GENERIC_5_IN_CH 20
#define DEPTHWISE_INT4_GENERIC_5_INPUT_W 21
#define DEPTHWISE_INT4_GENERIC_5_INPUT_H 21
#define DEPTHWISE_INT4_GENERIC_5_DST_SIZE 1820
#define DEPTHWISE_INT4_GENERIC_5_INPUT_SIZE 8820
#define DEPTHWISE_INT4_GENERIC_5_OUT_ACTIVATION_MIN -127
#define DEPTHWISE_INT4_GENERIC_5_OUT_ACTIVATION_MAX 125
#define DEPTHWISE_INT4_GENERIC_5_INPUT_BATCHES 1
#define DEPTHWISE_INT4_GENERIC_5_FILTER_X 5
#define DEPTHWISE_INT4_GENERIC_5_FILTER_Y 5
#define DEPTHWISE_INT4_GENERIC_5_STRIDE_X 1
#define DEPTHWISE_INT4_GENERIC_5_STRIDE_Y 2
#define DEPTHWISE_INT4_GENERIC_5_PAD_X 0
#define DEPTHWISE_INT4_GENERIC_5_PAD_Y 0
#define DEPTHWISE_INT4_GENERIC_5_OUTPUT_W 13
#define DEPTHWISE_INT4_GENERIC_5_OUTPUT_H 7
#define DEPTHWISE_INT4_GENERIC_5_CH_MULT 1
#define DEPTHWISE_INT4_GENERIC_5_INPUT_OFFSET 128
#define DEPTHWISE_INT4_GENERIC_5_OUTPUT_OFFSET -2
#define DEPTHWISE_INT4_GENERIC_5_DILATION_X 2
#define DEPTHWISE_INT4_GENERIC_5_DILATION_Y 2
471 changes: 471 additions & 0 deletions Tests/UnitTest/TestCases/TestData/depthwise_int4_generic_5/input_data.h
View file
Open in desktop

Large diffs are not rendered by default.

9 changes: 9 additions & 0 deletions Tests/UnitTest/TestCases/TestData/depthwise_int4_generic_5/output_mult_data.h
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,9 @@
// Generated by test_settings.py using tensorflow version 2.15.0 (Keras version 2.15.0).
// Interpreter from tensorflow version 2.15.0 and revision v2.15.0-rc1-8-g6887368d6d4.
#pragma once
#include <stdint.h>

const int32_t depthwise_int4_generic_5_output_mult[20] = {1075004527, 1647295198, 1888315972, 1321105339, 1585122696,
1252045640, 1869573033, 1425108753, 1398916209, 1183393042,
1799365468, 1536291489, 1403481944, 1894003979, 1455287472,
1437413539, 1237118826, 1475310136, 1982989726, 1894603641};
79 changes: 79 additions & 0 deletions Tests/UnitTest/TestCases/TestData/depthwise_int4_generic_5/output_ref_data.h
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,79 @@
// Generated by test_settings.py using tensorflow version 2.15.0 (Keras version 2.15.0).
// Interpreter from tensorflow version 2.15.0 and revision v2.15.0-rc1-8-g6887368d6d4.
#pragma once
#include <stdint.h>

const int8_t depthwise_int4_generic_5_output_ref[1820] = {
-2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1,
7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4,
-14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3,
-18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15,
-2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1,
7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4,
-14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3,
-18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15,
-2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1,
7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4,
-14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3,
-18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15,
-2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1,
7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4,
-14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3,
-18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15,
-2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1,
7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4,
-14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3,
-18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15,
-2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1,
7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4,
-14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3,
-18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15,
-2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1,
7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4,
-14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3,
-18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15,
-2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1,
7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4,
-14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3,
-18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15,
-2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1,
7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4,
-14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3,
-18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15,
-2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1,
7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4,
-14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3,
-18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15,
-2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1,
7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4,
-14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3,
-18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15,
-2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1,
7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4,
-14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3,
-18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15,
-2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1,
7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4,
-14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3,
-18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15,
-2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1,
7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4,
-14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3,
-18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15,
-2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1,
7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4,
-14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3,
-18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15,
-2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1,
7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4,
-14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3,
-18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15,
-2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1,
7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4,
-14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3,
-18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15,
-2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1,
7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4,
-14, -3, -22, 4, -3, -18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3,
-18, -4, 0, 2, -15, -2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15,
-2, -7, 1, -7, 1, 7, -4, -10, 15, -4, -14, -3, -22, 4, -3, -18, -4, 0, 2, -15};
7 changes: 7 additions & 0 deletions Tests/UnitTest/TestCases/TestData/depthwise_int4_generic_5/output_shift_data.h
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,7 @@
// Generated by test_settings.py using tensorflow version 2.15.0 (Keras version 2.15.0).
// Interpreter from tensorflow version 2.15.0 and revision v2.15.0-rc1-8-g6887368d6d4.
#pragma once
#include <stdint.h>

const int32_t depthwise_int4_generic_5_output_shift[20] = {-27, -28, -29, -26, -27, -27, -27, -26, -26, -29,
-27, -28, -26, -27, -27, -26, -26, -29, -27, -27};
9 changes: 9 additions & 0 deletions Tests/UnitTest/TestCases/TestData/depthwise_int4_generic_5/test_data.h
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,9 @@
// Generated by test_settings.py using tensorflow version 2.15.0 (Keras version 2.15.0).
// Interpreter from tensorflow version 2.15.0 and revision v2.15.0-rc1-8-g6887368d6d4.
#include "biases_data.h"
#include "config_data.h"
#include "input_data.h"
#include "output_mult_data.h"
#include "output_ref_data.h"
#include "output_shift_data.h"
#include "weights_data.h"
18 changes: 18 additions & 0 deletions Tests/UnitTest/TestCases/TestData/depthwise_int4_generic_5/weights_data.h
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,18 @@
// Generated by test_settings.py using tensorflow version 2.15.0 (Keras version 2.15.0).
// Interpreter from tensorflow version 2.15.0 and revision v2.15.0-rc1-8-g6887368d6d4.
#pragma once
#include <stdint.h>

const int8_t depthwise_int4_generic_5_weights[250] = {
-59, -48, 52, 10, -97, -35, -87, 0, -108, 63, -58, 94, 101, -51, -23, 32, -20, -59, 2, -21, -64,
66, 36, -94, 42, -92, -9, 79, 95, 42, -49, -22, 111, -87, 38, -62, -20, -66, 11, -19, -26, 75,
67, -37, 12, 107, 109, -4, -106, 4, 35, 64, -17, 92, 54, -61, 9, 94, -92, 84, 43, -46, 27,
95, -47, -10, -108, 9, 11, -34, 80, -31, -53, 61, 97, 15, -6, -106, -87, -79, -28, 49, 34, 109,
33, 0, -42, 47, 75, -83, 109, -83, -30, -106, -112, -96, 32, 64, 16, 63, 80, -84, -49, -86, -14,
-67, 106, -11, 100, 21, 32, 52, 15, 9, -3, 27, -97, 89, 0, -62, -99, 28, 69, -70, 12, -2,
84, 75, 14, 32, 12, -22, -13, -3, -94, -58, -2, -98, 12, 75, -48, -6, -89, 2, 6, 10, -26,
96, -98, -43, 77, -5, -34, -54, 95, 57, 10, 9, 0, 31, -28, -14, -51, 15, -111, -109, -55, -90,
-28, -76, -37, -111, 18, 42, 4, -96, 6, 62, -51, 2, 32, 113, -60, 91, -68, -26, -91, -60, 28,
93, 20, -35, 64, -6, 16, -38, -17, 59, -90, -19, 35, -76, 80, 53, 109, 94, -75, -106, 15, 77,
28, 79, 3, -100, 47, 109, 43, -106, -96, -37, 60, 3, -83, 67, 42, 58, 80, -31, -90, -69, -64,
-29, -36, -59, 85, 12, -75, -23, 89, -67, 96, 78, -111, 31, 63, 51, 10, -20, 79, -34};
17 changes: 17 additions & 0 deletions Tests/UnitTest/TestCases/TestData/depthwise_int4_generic_6/biases_data.h
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,17 @@
// Generated by test_settings.py using tensorflow version 2.15.0 (Keras version 2.15.0).
// Interpreter from tensorflow version 2.15.0 and revision v2.15.0-rc1-8-g6887368d6d4.
#pragma once
#include <stdint.h>

const int32_t depthwise_int4_generic_6_biases[12] = {1917617024,
1587747584,
-128584216,
108614224,
-136052432,
2047927040,
-13180282,
1485387776,
62589904,
1990100992,
1641220096,
721666816};
25 changes: 25 additions & 0 deletions Tests/UnitTest/TestCases/TestData/depthwise_int4_generic_6/config_data.h
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,25 @@
// Generated by test_settings.py using tensorflow version 2.15.0 (Keras version 2.15.0).
// Interpreter from tensorflow version 2.15.0 and revision v2.15.0-rc1-8-g6887368d6d4.
#pragma once
#define DEPTHWISE_INT4_GENERIC_6_OUT_CH 12
#define DEPTHWISE_INT4_GENERIC_6_IN_CH 4
#define DEPTHWISE_INT4_GENERIC_6_INPUT_W 21
#define DEPTHWISE_INT4_GENERIC_6_INPUT_H 21
#define DEPTHWISE_INT4_GENERIC_6_DST_SIZE 3876
#define DEPTHWISE_INT4_GENERIC_6_INPUT_SIZE 1764
#define DEPTHWISE_INT4_GENERIC_6_OUT_ACTIVATION_MIN -127
#define DEPTHWISE_INT4_GENERIC_6_OUT_ACTIVATION_MAX 125
#define DEPTHWISE_INT4_GENERIC_6_INPUT_BATCHES 1
#define DEPTHWISE_INT4_GENERIC_6_FILTER_X 3
#define DEPTHWISE_INT4_GENERIC_6_FILTER_Y 3
#define DEPTHWISE_INT4_GENERIC_6_STRIDE_X 1
#define DEPTHWISE_INT4_GENERIC_6_STRIDE_Y 1
#define DEPTHWISE_INT4_GENERIC_6_PAD_X 0
#define DEPTHWISE_INT4_GENERIC_6_PAD_Y 0
#define DEPTHWISE_INT4_GENERIC_6_OUTPUT_W 19
#define DEPTHWISE_INT4_GENERIC_6_OUTPUT_H 17
#define DEPTHWISE_INT4_GENERIC_6_CH_MULT 3
#define DEPTHWISE_INT4_GENERIC_6_INPUT_OFFSET 128
#define DEPTHWISE_INT4_GENERIC_6_OUTPUT_OFFSET -2
#define DEPTHWISE_INT4_GENERIC_6_DILATION_X 1
#define DEPTHWISE_INT4_GENERIC_6_DILATION_Y 2
Loading
Loading