forked from ARM-software/CMSIS-NN
-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Int4 Depthwise performance improvement (ARM-software#117)
* Fix unit test generation for depthwise * Add new unit tests for arm_depthwise_conv_s4_generic * Improved performance for arm_depthwise_conv_s4_generic * Fix buffer allocation for arm_depthwise_conv_s4_generic unit tests Change-Id: I87543d055e936481f406f1d0872debcf87efdbdd Signed-off-by: Ryan O'Shea <[email protected]>
- Loading branch information
Showing
22 changed files
with
1,572 additions
and
109 deletions.
There are no files selected for viewing
Large diffs are not rendered by default.
Oops, something went wrong.
9 changes: 9 additions & 0 deletions
9
Tests/UnitTest/TestCases/TestData/depthwise_int4_generic_5/biases_data.h
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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
25
Tests/UnitTest/TestCases/TestData/depthwise_int4_generic_5/config_data.h
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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
471
Tests/UnitTest/TestCases/TestData/depthwise_int4_generic_5/input_data.h
Large diffs are not rendered by default.
Oops, something went wrong.
9 changes: 9 additions & 0 deletions
9
Tests/UnitTest/TestCases/TestData/depthwise_int4_generic_5/output_mult_data.h
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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
79
Tests/UnitTest/TestCases/TestData/depthwise_int4_generic_5/output_ref_data.h
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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
7
Tests/UnitTest/TestCases/TestData/depthwise_int4_generic_5/output_shift_data.h
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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
9
Tests/UnitTest/TestCases/TestData/depthwise_int4_generic_5/test_data.h
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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
18
Tests/UnitTest/TestCases/TestData/depthwise_int4_generic_5/weights_data.h
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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
17
Tests/UnitTest/TestCases/TestData/depthwise_int4_generic_6/biases_data.h
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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
25
Tests/UnitTest/TestCases/TestData/depthwise_int4_generic_6/config_data.h
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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 |
Oops, something went wrong.