Driver unit tests
Add driver unit tests that runs simple command streams directly
on top of the NPU driver.
Change-Id: I3fcce2a2bfbd458d14186b8fd13ba47174f49562
diff --git a/applications/driver_unit_tests/conv.cpp b/applications/driver_unit_tests/conv.cpp
new file mode 100644
index 0000000..2385908
--- /dev/null
+++ b/applications/driver_unit_tests/conv.cpp
@@ -0,0 +1,402 @@
+/*
+ * Copyright (c) 2021 Arm Limited. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+/****************************************************************************
+ * Includes
+ ****************************************************************************/
+
+#include "command_stream.hpp"
+
+#include <stdio.h>
+
+using namespace std;
+using namespace EthosU::CommandStream;
+
+/****************************************************************************
+ * Data
+ ****************************************************************************/
+
+__attribute__((section(".sram.data"), aligned(16))) char commandStream[] = {
+ DRIVER_ACTION_MAGIC()
+ DRIVER_ACTION_NOP()
+ DRIVER_ACTION_NOP()
+ DRIVER_ACTION_COMMAND_STREAM(84)
+
+ 0x30, 0x01, 0x00, 0x00, // cmd0.NPU_SET_DMA0_SRC_REGION 0 -
+ 0x30, 0x40, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00, // cmd1.NPU_SET_DMA0_SRC 0 0x00000030 (48)
+ 0x31, 0x01, 0x01, 0x00, // cmd0.NPU_SET_DMA0_DST_REGION 1 -
+ 0x31, 0x40, 0x00, 0x00, 0x80, 0x04, 0x00, 0x00, // cmd1.NPU_SET_DMA0_DST 0 0x00000480 (1152)
+ 0x32, 0x40, 0x00, 0x00, 0x50, 0x00, 0x00, 0x00, // cmd1.NPU_SET_DMA0_LEN 0 0x00000050 (80)
+ 0x10, 0x00, 0x00, 0x00, // cmd0.NPU_OP_DMA_START 0 -
+ 0x0f, 0x01, 0x01, 0x00, // cmd0.NPU_SET_IFM_REGION 1 -
+ 0x00, 0x40, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, // cmd1.NPU_SET_IFM_BASE0 0 0x00000000 (0)
+ 0x01, 0x40, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, // cmd1.NPU_SET_IFM_BASE1 0 0x00000000 (0)
+ 0x02, 0x40, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, // cmd1.NPU_SET_IFM_BASE2 0 0x00000000 (0)
+ 0x03, 0x40, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, // cmd1.NPU_SET_IFM_BASE3 0 0x00000000 (0)
+ 0x0b, 0x01, 0x07, 0x00, // cmd0.NPU_SET_IFM_HEIGHT0_M1 7 -
+ 0x0c, 0x01, 0x07, 0x00, // cmd0.NPU_SET_IFM_HEIGHT1_M1 7 -
+ 0x0a, 0x01, 0x07, 0x00, // cmd0.NPU_SET_IFM_WIDTH0_M1 7 -
+ 0x04, 0x01, 0x0f, 0x00, // cmd0.NPU_SET_IFM_DEPTH_M1 15 -
+ 0x06, 0x40, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, // cmd1.NPU_SET_IFM_STRIDE_C 0 0x00000001 (1)
+ 0x05, 0x40, 0x00, 0x00, 0x80, 0x00, 0x00, 0x00, // cmd1.NPU_SET_IFM_STRIDE_Y 0 0x00000080 (128)
+ 0x04, 0x40, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, // cmd1.NPU_SET_IFM_STRIDE_X 0 0x00000010 (16)
+ 0x09, 0x01, 0x00, 0x00, // cmd0.NPU_SET_IFM_ZERO_POINT 0 -
+ 0x05, 0x01, 0x00, 0x00, // cmd0.NPU_SET_IFM_PRECISION 0 -
+ 0x07, 0x01, 0x00, 0x00, // cmd0.NPU_SET_IFM_UPSCALE 0 -
+ 0x00, 0x01, 0x00, 0x00, // cmd0.NPU_SET_IFM_PAD_TOP 0 -
+ 0x01, 0x01, 0x00, 0x00, // cmd0.NPU_SET_IFM_PAD_LEFT 0 -
+ 0x03, 0x01, 0x00, 0x00, // cmd0.NPU_SET_IFM_PAD_BOTTOM 0 -
+ 0x02, 0x01, 0x00, 0x00, // cmd0.NPU_SET_IFM_PAD_RIGHT 0 -
+ 0x1f, 0x01, 0x01, 0x00, // cmd0.NPU_SET_OFM_REGION 1 -
+ 0x10, 0x40, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, // cmd1.NPU_SET_OFM_BASE0 0 0x00000400 (1024)
+ 0x11, 0x40, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, // cmd1.NPU_SET_OFM_BASE1 0 0x00000000 (0)
+ 0x12, 0x40, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, // cmd1.NPU_SET_OFM_BASE2 0 0x00000000 (0)
+ 0x13, 0x40, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, // cmd1.NPU_SET_OFM_BASE3 0 0x00000000 (0)
+ 0x1b, 0x01, 0x07, 0x00, // cmd0.NPU_SET_OFM_HEIGHT0_M1 7 -
+ 0x1c, 0x01, 0x07, 0x00, // cmd0.NPU_SET_OFM_HEIGHT1_M1 7 -
+ 0x1a, 0x01, 0x07, 0x00, // cmd0.NPU_SET_OFM_WIDTH0_M1 7 -
+ 0x12, 0x01, 0x07, 0x00, // cmd0.NPU_SET_OFM_HEIGHT_M1 7 -
+ 0x11, 0x01, 0x07, 0x00, // cmd0.NPU_SET_OFM_WIDTH_M1 7 -
+ 0x13, 0x01, 0x01, 0x00, // cmd0.NPU_SET_OFM_DEPTH_M1 1 -
+ 0x16, 0x40, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, // cmd1.NPU_SET_OFM_STRIDE_C 0 0x00000001 (1)
+ 0x15, 0x40, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, // cmd1.NPU_SET_OFM_STRIDE_Y 0 0x00000010 (16)
+ 0x14, 0x40, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, // cmd1.NPU_SET_OFM_STRIDE_X 0 0x00000002 (2)
+ 0x18, 0x01, 0x00, 0x00, // cmd0.NPU_SET_OFM_ZERO_POINT 0 -
+ 0x14, 0x01, 0x00, 0x00, // cmd0.NPU_SET_OFM_PRECISION 0 -
+ 0x21, 0x01, 0x00, 0x00, // cmd0.NPU_SET_KERNEL_HEIGHT_M1 0 -
+ 0x20, 0x01, 0x00, 0x00, // cmd0.NPU_SET_KERNEL_WIDTH_M1 0 -
+ 0x22, 0x01, 0x00, 0x00, // cmd0.NPU_SET_KERNEL_STRIDE 0 -
+ 0x28, 0x01, 0x01, 0x00, // cmd0.NPU_SET_WEIGHT_REGION 1 -
+ 0x20, 0x40, 0x00, 0x00, 0x80, 0x04, 0x00, 0x00, // cmd1.NPU_SET_WEIGHT_BASE 0 0x00000480 (1152)
+ 0x21, 0x40, 0x00, 0x00, 0x50, 0x00, 0x00, 0x00, // cmd1.NPU_SET_WEIGHT_LENGTH 0 0x00000050 (80)
+ 0x29, 0x01, 0x00, 0x00, // cmd0.NPU_SET_SCALE_REGION 0 -
+ 0x22, 0x40, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, // cmd1.NPU_SET_SCALE_BASE 0 0x00000000 (0)
+ 0x23, 0x40, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, // cmd1.NPU_SET_SCALE_LENGTH 0 0x00000020 (32)
+ 0x25, 0x01, 0x00, 0x00, // cmd0.NPU_SET_ACTIVATION 0 -
+ 0x26, 0x01, 0x00, 0x00, // cmd0.NPU_SET_ACTIVATION_MIN 0 -
+ 0x27, 0x01, 0xff, 0x00, // cmd0.NPU_SET_ACTIVATION_MAX 255 -
+ 0x16, 0x01, 0x07, 0x00, // cmd0.NPU_SET_OFM_BLK_HEIGHT_M1 7 -
+ 0x15, 0x01, 0x07, 0x00, // cmd0.NPU_SET_OFM_BLK_WIDTH_M1 7 -
+ 0x17, 0x01, 0x07, 0x00, // cmd0.NPU_SET_OFM_BLK_DEPTH_M1 7 -
+ 0x0d, 0x01, 0x06, 0x00, // cmd0.NPU_SET_IFM_IB_END 10 -
+ 0x2d, 0x01, 0x0e, 0x00, // cmd0.NPU_SET_AB_START 30 -
+ 0x24, 0x01, 0x00, 0x00, // cmd0.NPU_SET_ACC_FORMAT 0 -
+ 0x2f, 0x01, 0x00, 0x00, // cmd0.NPU_SET_BLOCKDEP 0 -
+ 0x11, 0x00, 0x00, 0x00, // cmd0.NPU_OP_DMA_WAIT 0 -
+ 0x02, 0x00, 0x00, 0x00, // cmd0.NPU_OP_CONV 0 -
+ 0x00, 0x00, 0xff, 0xff, // cmd0.NPU_OP_STOP 65535 -
+};
+
+__attribute__((section(".sram.data"), aligned(16))) char weightsBiases0[] = {
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x22, 0xa4, 0x7b, 0x26, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x22, 0xa4, 0x7b, 0x26, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0xf0, 0x00, 0x5c, 0xe6, 0x4d, 0xf9, 0xef, 0x6f, 0xcf, 0x5e, 0x2e, 0xbe, 0x0d, 0xbd, 0x4c, 0xfc,
+ 0x0b, 0xeb, 0xa9, 0x29, 0xd9, 0x27, 0xe7, 0xa4, 0xf4, 0x63, 0xf3, 0x92, 0x42, 0x32, 0xa2, 0x81,
+ 0x51, 0x01, 0xc1, 0x00, 0x00, 0xf0, 0xaf, 0xeb, 0xcd, 0xc3, 0xe1, 0x12, 0xb7, 0x44, 0xff, 0x4f,
+ 0xbb, 0x39, 0x01, 0x08, 0x9e, 0x96, 0x87, 0xff, 0xff, 0xff, 0x0f, 0x00, 0x00, 0x4c, 0x35, 0x30,
+ 0x89, 0x1d, 0x00, 0xe0, 0xfc, 0xff, 0xbf, 0x1f, 0xfc, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff
+};
+
+__attribute__((section(".sram.data"), aligned(16))) char scratch[] = {
+ 0xac, 0x0a, 0x7f, 0x8c, 0x2f, 0xaa, 0xc4, 0x97, 0x75, 0xa6, 0x16, 0xb7, 0xc0, 0xcc, 0x21, 0xd8,
+ 0x43, 0xb3, 0x4e, 0x9a, 0xfb, 0x52, 0xa2, 0xdb, 0xc3, 0x76, 0x7d, 0x8b, 0x67, 0x7d, 0xe5, 0xd8,
+ 0x09, 0xa4, 0x74, 0x6c, 0xd3, 0xde, 0xa1, 0x9f, 0x15, 0x51, 0x59, 0xa5, 0xf2, 0xd6, 0x66, 0x62,
+ 0x24, 0xb7, 0x05, 0x70, 0x57, 0x3a, 0x2b, 0x4c, 0x46, 0x3c, 0x4b, 0xe4, 0xd8, 0xbd, 0x84, 0x0e,
+ 0x58, 0x9a, 0xb2, 0xf6, 0x8c, 0xcd, 0xcc, 0x45, 0x3a, 0x39, 0x29, 0x62, 0xc1, 0x42, 0x48, 0x7a,
+ 0xe6, 0x7d, 0xae, 0xca, 0x27, 0x4a, 0xea, 0xcf, 0x57, 0xa8, 0x65, 0x87, 0xae, 0xc8, 0xdf, 0x7a,
+ 0x58, 0x5e, 0x6b, 0x91, 0x51, 0x8b, 0x8d, 0x64, 0xa5, 0xe6, 0xf3, 0xec, 0x19, 0x42, 0x09, 0xd6,
+ 0x4d, 0x6b, 0x2f, 0x12, 0x48, 0x98, 0x5f, 0x56, 0x09, 0x1b, 0x4e, 0x16, 0x94, 0x97, 0xee, 0xa5,
+ 0x73, 0x08, 0x2d, 0x05, 0xd0, 0x13, 0x45, 0x5e, 0xf3, 0x92, 0x26, 0xd5, 0xc5, 0x1e, 0x08, 0xf5,
+ 0xfe, 0x47, 0x35, 0xc7, 0x4f, 0x07, 0xee, 0x23, 0xaf, 0x1d, 0xb9, 0xde, 0xc0, 0x09, 0xbe, 0xde,
+ 0x52, 0xbb, 0x86, 0xfa, 0x63, 0x60, 0x3e, 0x79, 0xd8, 0xa7, 0x95, 0xcc, 0xb1, 0x7c, 0x08, 0xcd,
+ 0xf3, 0x82, 0x23, 0x76, 0x1d, 0x03, 0x3e, 0x85, 0x93, 0xc2, 0xd0, 0xc7, 0x93, 0x0c, 0xcb, 0xad,
+ 0x8e, 0x3b, 0x47, 0x1e, 0xa7, 0x61, 0x7b, 0xb8, 0x20, 0xdd, 0xd1, 0xa3, 0xc1, 0x3f, 0xff, 0x94,
+ 0x09, 0xcd, 0xb2, 0x24, 0xb9, 0x4a, 0x91, 0x89, 0x7f, 0xd2, 0xd5, 0xf1, 0x20, 0xa2, 0x34, 0xc2,
+ 0x1f, 0xda, 0x97, 0x85, 0xca, 0xc2, 0x1c, 0x1b, 0xf4, 0x48, 0x27, 0x6a, 0x97, 0xe0, 0x3d, 0x79,
+ 0xa3, 0xea, 0xb9, 0x43, 0xfe, 0x79, 0xb3, 0x2f, 0xcb, 0x2d, 0x34, 0xc6, 0x72, 0xab, 0xa6, 0xbc,
+ 0xb7, 0x44, 0xc6, 0x74, 0x1c, 0xd8, 0x6f, 0x37, 0x22, 0xe3, 0x84, 0x91, 0x80, 0xa8, 0x9d, 0x22,
+ 0x80, 0x68, 0xcf, 0x04, 0xa4, 0xe7, 0xfa, 0x52, 0x35, 0x5c, 0x1d, 0x9e, 0x85, 0x17, 0x51, 0x26,
+ 0x26, 0x4e, 0xb2, 0x9c, 0xe8, 0x0d, 0xea, 0x38, 0xf4, 0x62, 0xef, 0x9d, 0x11, 0xf1, 0xf0, 0x62,
+ 0x4f, 0x79, 0x99, 0xf1, 0x84, 0xb1, 0x10, 0xe7, 0x69, 0xc6, 0x8b, 0xae, 0x2a, 0xec, 0x2f, 0x73,
+ 0xba, 0xb5, 0x08, 0x5c, 0x1f, 0xba, 0xf1, 0x9c, 0x78, 0x53, 0xe1, 0x6f, 0x01, 0x51, 0x00, 0xe7,
+ 0x41, 0xf5, 0x97, 0xb2, 0xe7, 0x6f, 0x6a, 0x19, 0xa9, 0xef, 0x6a, 0x0f, 0x39, 0x68, 0x45, 0xf8,
+ 0x23, 0x39, 0xb1, 0xaa, 0x66, 0x2f, 0x34, 0xa7, 0x77, 0xec, 0xae, 0xab, 0x0b, 0xbb, 0xc0, 0x2b,
+ 0xae, 0xa1, 0xdb, 0x35, 0x52, 0xdc, 0xaf, 0x5b, 0x5b, 0x50, 0x01, 0x21, 0x80, 0xf7, 0x2c, 0xc0,
+ 0x8e, 0xe9, 0xbf, 0x50, 0x63, 0xca, 0x9a, 0x9b, 0x35, 0x26, 0x1c, 0x5d, 0x8c, 0x4b, 0x36, 0x53,
+ 0x79, 0x6a, 0xf8, 0x91, 0xaa, 0x3f, 0xd6, 0x09, 0x54, 0x30, 0x48, 0x70, 0xcb, 0xc8, 0x5f, 0xa2,
+ 0x44, 0x11, 0x06, 0xfd, 0x06, 0xb3, 0x7d, 0xf5, 0xc4, 0x9b, 0x1f, 0x1a, 0x2f, 0x44, 0x1d, 0xa7,
+ 0x7f, 0xf2, 0x78, 0x35, 0xf4, 0x37, 0x93, 0xa2, 0x83, 0x94, 0x4b, 0x29, 0xcc, 0xf3, 0xcb, 0xfe,
+ 0x64, 0x1b, 0x32, 0xa7, 0xb4, 0x24, 0xf4, 0x94, 0xe8, 0xb7, 0xd7, 0x40, 0x4e, 0x0f, 0x14, 0x6a,
+ 0x8f, 0x24, 0x60, 0x77, 0x94, 0xc6, 0x85, 0x79, 0xe3, 0xac, 0x92, 0x3e, 0xba, 0x5b, 0x9e, 0x9f,
+ 0x17, 0x3b, 0xb2, 0x28, 0xcf, 0xaa, 0x87, 0x56, 0x8d, 0x8b, 0x41, 0x1c, 0x75, 0x91, 0xbc, 0xac,
+ 0x55, 0x37, 0x05, 0xa8, 0x30, 0x22, 0x34, 0x51, 0x31, 0xf5, 0x5f, 0x23, 0x45, 0xa6, 0x41, 0xc7,
+ 0xa9, 0x38, 0x53, 0x32, 0xa3, 0x16, 0x17, 0xf3, 0xc0, 0xc5, 0x64, 0x5e, 0x5f, 0x5c, 0x9b, 0xa9,
+ 0xc5, 0x9c, 0x2c, 0xd2, 0x5e, 0x6e, 0x79, 0x03, 0x00, 0xa1, 0xdb, 0x18, 0x71, 0xd7, 0x72, 0x9f,
+ 0xb2, 0x8e, 0x83, 0xd6, 0x24, 0xf5, 0x74, 0xac, 0xa2, 0xe7, 0x99, 0x18, 0x30, 0x63, 0xd1, 0xf8,
+ 0x5d, 0x3f, 0xf9, 0xf9, 0x83, 0x49, 0xd1, 0xe0, 0x62, 0x86, 0xf9, 0x77, 0x2a, 0xbe, 0x76, 0x82,
+ 0xcd, 0x03, 0x0d, 0xfa, 0x70, 0x51, 0x43, 0x0e, 0xe7, 0x27, 0xd7, 0x9a, 0x95, 0x2b, 0x7f, 0x73,
+ 0xc9, 0x60, 0x40, 0xbd, 0x7f, 0xe9, 0x1d, 0x05, 0x00, 0x36, 0x08, 0x0a, 0x8a, 0xf7, 0x13, 0x71,
+ 0x72, 0x09, 0x66, 0x48, 0x2b, 0x32, 0xc6, 0xfa, 0xba, 0x33, 0xc5, 0x1e, 0x7f, 0x8d, 0x04, 0x5c,
+ 0x17, 0xd8, 0xcf, 0x4b, 0xbb, 0xd6, 0x1b, 0x7b, 0x82, 0xf0, 0x64, 0x1e, 0x79, 0x19, 0x4c, 0xb0,
+ 0x62, 0x58, 0x67, 0x51, 0x3e, 0xde, 0x66, 0xe1, 0xa3, 0x23, 0x0d, 0x6a, 0xde, 0x7a, 0x11, 0xeb,
+ 0x7b, 0xf8, 0x6b, 0x10, 0xc3, 0xa7, 0x81, 0x37, 0x52, 0xda, 0x45, 0xb1, 0xae, 0x37, 0xb0, 0x90,
+ 0xe3, 0xca, 0x0c, 0x91, 0x94, 0x5c, 0x77, 0xdd, 0xd1, 0x90, 0xf0, 0x43, 0x32, 0xca, 0x4b, 0x82,
+ 0x9b, 0x95, 0xf3, 0x85, 0x0e, 0x5b, 0xae, 0xea, 0x29, 0x7c, 0x0c, 0x18, 0x3a, 0xfc, 0xd0, 0xeb,
+ 0xc1, 0x3a, 0x71, 0x93, 0x24, 0xdc, 0x46, 0x15, 0x0a, 0x5b, 0xe6, 0xed, 0x56, 0x90, 0x18, 0x47,
+ 0x2b, 0xbc, 0x8d, 0x51, 0x68, 0x33, 0x65, 0x02, 0x0b, 0x68, 0xdb, 0xaa, 0x02, 0xbb, 0xa3, 0xd7,
+ 0x33, 0x81, 0xbd, 0x21, 0x50, 0x34, 0xad, 0xa5, 0x20, 0x38, 0x61, 0xb7, 0xb6, 0x14, 0x65, 0xd7,
+ 0x80, 0x84, 0x16, 0x4a, 0x26, 0x5b, 0xc5, 0x43, 0x13, 0xa1, 0xe5, 0x2e, 0xae, 0x94, 0xd7, 0x65,
+ 0x2a, 0xb6, 0x25, 0x96, 0x73, 0xb5, 0x85, 0x8d, 0xb8, 0xc4, 0x25, 0x05, 0xbc, 0x89, 0x39, 0x2a,
+ 0xe8, 0x69, 0x35, 0xd4, 0x4d, 0xbe, 0xab, 0x5e, 0x1e, 0xb9, 0x33, 0x01, 0x18, 0x35, 0x7d, 0x25,
+ 0x7d, 0x62, 0x85, 0xad, 0x02, 0x83, 0xd2, 0x91, 0x03, 0x3e, 0x1f, 0x45, 0x5e, 0x20, 0x28, 0xb4,
+ 0xe2, 0xac, 0x35, 0xbc, 0x6b, 0x97, 0xd9, 0x49, 0x0d, 0xfd, 0x51, 0xf6, 0x70, 0xf7, 0xeb, 0x6e,
+ 0x28, 0x49, 0xae, 0x3f, 0x48, 0x35, 0x90, 0xc1, 0x13, 0x0c, 0x7f, 0x93, 0x5f, 0xb2, 0x66, 0x65,
+ 0x48, 0x0f, 0x90, 0x97, 0x9a, 0xc5, 0x62, 0xe5, 0xc2, 0x19, 0x7f, 0x92, 0xf8, 0x54, 0x90, 0xa3,
+ 0xb4, 0xe0, 0x1b, 0x39, 0x43, 0xe9, 0x3c, 0xe4, 0xec, 0x5b, 0xe7, 0xf3, 0x3d, 0x1f, 0x18, 0xae,
+ 0x0e, 0xcf, 0x76, 0x72, 0x60, 0x9f, 0xfe, 0x72, 0x04, 0x3d, 0xae, 0xd8, 0xc3, 0x9f, 0x83, 0xfa,
+ 0xed, 0x12, 0x11, 0xb3, 0x8b, 0x68, 0xbf, 0x1d, 0xfc, 0xd3, 0x24, 0x4c, 0x56, 0xaa, 0x5b, 0xc4,
+ 0xcd, 0x0d, 0x55, 0xd0, 0x79, 0x0b, 0x6d, 0x69, 0x6d, 0x66, 0x81, 0x65, 0x4b, 0x93, 0xe9, 0xac,
+ 0xb8, 0xfa, 0x8f, 0xe1, 0x10, 0xa6, 0xf2, 0x3f, 0x98, 0x4c, 0xce, 0x94, 0x9d, 0x13, 0x2f, 0x50,
+ 0x95, 0x68, 0xb9, 0xe1, 0x6e, 0x84, 0x25, 0xf7, 0x19, 0xc0, 0x49, 0xb1, 0xd0, 0xa5, 0xa5, 0x96,
+ 0xbc, 0x43, 0xaa, 0xb9, 0x79, 0x07, 0xe0, 0xa8, 0x76, 0xcb, 0x56, 0x80, 0x75, 0x34, 0x80, 0x88,
+ 0xbd, 0xe5, 0xc1, 0xf4, 0x53, 0x36, 0x04, 0x3b, 0xa1, 0x8a, 0xdc, 0xa4, 0x68, 0x27, 0x16, 0x65,
+ 0xa0, 0xc3, 0x81, 0x6c, 0xe4, 0x3c, 0x6a, 0x9e, 0xfb, 0x95, 0x3c, 0x9b, 0xfb, 0xea, 0x90, 0x79,
+ 0x79, 0xd8, 0xe9, 0x04, 0x46, 0x95, 0x5a, 0x78, 0xd5, 0x01, 0x34, 0x4d, 0x1f, 0xa9, 0x50, 0xb7,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00
+};
+
+__attribute__((section(".sram.data"), aligned(16))) char fastScratch[] = {
+ 0xac, 0x0a, 0x7f, 0x8c, 0x2f, 0xaa, 0xc4, 0x97, 0x75, 0xa6, 0x16, 0xb7, 0xc0, 0xcc, 0x21, 0xd8,
+ 0x43, 0xb3, 0x4e, 0x9a, 0xfb, 0x52, 0xa2, 0xdb, 0xc3, 0x76, 0x7d, 0x8b, 0x67, 0x7d, 0xe5, 0xd8,
+ 0x09, 0xa4, 0x74, 0x6c, 0xd3, 0xde, 0xa1, 0x9f, 0x15, 0x51, 0x59, 0xa5, 0xf2, 0xd6, 0x66, 0x62,
+ 0x24, 0xb7, 0x05, 0x70, 0x57, 0x3a, 0x2b, 0x4c, 0x46, 0x3c, 0x4b, 0xe4, 0xd8, 0xbd, 0x84, 0x0e,
+ 0x58, 0x9a, 0xb2, 0xf6, 0x8c, 0xcd, 0xcc, 0x45, 0x3a, 0x39, 0x29, 0x62, 0xc1, 0x42, 0x48, 0x7a,
+ 0xe6, 0x7d, 0xae, 0xca, 0x27, 0x4a, 0xea, 0xcf, 0x57, 0xa8, 0x65, 0x87, 0xae, 0xc8, 0xdf, 0x7a,
+ 0x58, 0x5e, 0x6b, 0x91, 0x51, 0x8b, 0x8d, 0x64, 0xa5, 0xe6, 0xf3, 0xec, 0x19, 0x42, 0x09, 0xd6,
+ 0x4d, 0x6b, 0x2f, 0x12, 0x48, 0x98, 0x5f, 0x56, 0x09, 0x1b, 0x4e, 0x16, 0x94, 0x97, 0xee, 0xa5,
+ 0x73, 0x08, 0x2d, 0x05, 0xd0, 0x13, 0x45, 0x5e, 0xf3, 0x92, 0x26, 0xd5, 0xc5, 0x1e, 0x08, 0xf5,
+ 0xfe, 0x47, 0x35, 0xc7, 0x4f, 0x07, 0xee, 0x23, 0xaf, 0x1d, 0xb9, 0xde, 0xc0, 0x09, 0xbe, 0xde,
+ 0x52, 0xbb, 0x86, 0xfa, 0x63, 0x60, 0x3e, 0x79, 0xd8, 0xa7, 0x95, 0xcc, 0xb1, 0x7c, 0x08, 0xcd,
+ 0xf3, 0x82, 0x23, 0x76, 0x1d, 0x03, 0x3e, 0x85, 0x93, 0xc2, 0xd0, 0xc7, 0x93, 0x0c, 0xcb, 0xad,
+ 0x8e, 0x3b, 0x47, 0x1e, 0xa7, 0x61, 0x7b, 0xb8, 0x20, 0xdd, 0xd1, 0xa3, 0xc1, 0x3f, 0xff, 0x94,
+ 0x09, 0xcd, 0xb2, 0x24, 0xb9, 0x4a, 0x91, 0x89, 0x7f, 0xd2, 0xd5, 0xf1, 0x20, 0xa2, 0x34, 0xc2,
+ 0x1f, 0xda, 0x97, 0x85, 0xca, 0xc2, 0x1c, 0x1b, 0xf4, 0x48, 0x27, 0x6a, 0x97, 0xe0, 0x3d, 0x79,
+ 0xa3, 0xea, 0xb9, 0x43, 0xfe, 0x79, 0xb3, 0x2f, 0xcb, 0x2d, 0x34, 0xc6, 0x72, 0xab, 0xa6, 0xbc,
+ 0xb7, 0x44, 0xc6, 0x74, 0x1c, 0xd8, 0x6f, 0x37, 0x22, 0xe3, 0x84, 0x91, 0x80, 0xa8, 0x9d, 0x22,
+ 0x80, 0x68, 0xcf, 0x04, 0xa4, 0xe7, 0xfa, 0x52, 0x35, 0x5c, 0x1d, 0x9e, 0x85, 0x17, 0x51, 0x26,
+ 0x26, 0x4e, 0xb2, 0x9c, 0xe8, 0x0d, 0xea, 0x38, 0xf4, 0x62, 0xef, 0x9d, 0x11, 0xf1, 0xf0, 0x62,
+ 0x4f, 0x79, 0x99, 0xf1, 0x84, 0xb1, 0x10, 0xe7, 0x69, 0xc6, 0x8b, 0xae, 0x2a, 0xec, 0x2f, 0x73,
+ 0xba, 0xb5, 0x08, 0x5c, 0x1f, 0xba, 0xf1, 0x9c, 0x78, 0x53, 0xe1, 0x6f, 0x01, 0x51, 0x00, 0xe7,
+ 0x41, 0xf5, 0x97, 0xb2, 0xe7, 0x6f, 0x6a, 0x19, 0xa9, 0xef, 0x6a, 0x0f, 0x39, 0x68, 0x45, 0xf8,
+ 0x23, 0x39, 0xb1, 0xaa, 0x66, 0x2f, 0x34, 0xa7, 0x77, 0xec, 0xae, 0xab, 0x0b, 0xbb, 0xc0, 0x2b,
+ 0xae, 0xa1, 0xdb, 0x35, 0x52, 0xdc, 0xaf, 0x5b, 0x5b, 0x50, 0x01, 0x21, 0x80, 0xf7, 0x2c, 0xc0,
+ 0x8e, 0xe9, 0xbf, 0x50, 0x63, 0xca, 0x9a, 0x9b, 0x35, 0x26, 0x1c, 0x5d, 0x8c, 0x4b, 0x36, 0x53,
+ 0x79, 0x6a, 0xf8, 0x91, 0xaa, 0x3f, 0xd6, 0x09, 0x54, 0x30, 0x48, 0x70, 0xcb, 0xc8, 0x5f, 0xa2,
+ 0x44, 0x11, 0x06, 0xfd, 0x06, 0xb3, 0x7d, 0xf5, 0xc4, 0x9b, 0x1f, 0x1a, 0x2f, 0x44, 0x1d, 0xa7,
+ 0x7f, 0xf2, 0x78, 0x35, 0xf4, 0x37, 0x93, 0xa2, 0x83, 0x94, 0x4b, 0x29, 0xcc, 0xf3, 0xcb, 0xfe,
+ 0x64, 0x1b, 0x32, 0xa7, 0xb4, 0x24, 0xf4, 0x94, 0xe8, 0xb7, 0xd7, 0x40, 0x4e, 0x0f, 0x14, 0x6a,
+ 0x8f, 0x24, 0x60, 0x77, 0x94, 0xc6, 0x85, 0x79, 0xe3, 0xac, 0x92, 0x3e, 0xba, 0x5b, 0x9e, 0x9f,
+ 0x17, 0x3b, 0xb2, 0x28, 0xcf, 0xaa, 0x87, 0x56, 0x8d, 0x8b, 0x41, 0x1c, 0x75, 0x91, 0xbc, 0xac,
+ 0x55, 0x37, 0x05, 0xa8, 0x30, 0x22, 0x34, 0x51, 0x31, 0xf5, 0x5f, 0x23, 0x45, 0xa6, 0x41, 0xc7,
+ 0xa9, 0x38, 0x53, 0x32, 0xa3, 0x16, 0x17, 0xf3, 0xc0, 0xc5, 0x64, 0x5e, 0x5f, 0x5c, 0x9b, 0xa9,
+ 0xc5, 0x9c, 0x2c, 0xd2, 0x5e, 0x6e, 0x79, 0x03, 0x00, 0xa1, 0xdb, 0x18, 0x71, 0xd7, 0x72, 0x9f,
+ 0xb2, 0x8e, 0x83, 0xd6, 0x24, 0xf5, 0x74, 0xac, 0xa2, 0xe7, 0x99, 0x18, 0x30, 0x63, 0xd1, 0xf8,
+ 0x5d, 0x3f, 0xf9, 0xf9, 0x83, 0x49, 0xd1, 0xe0, 0x62, 0x86, 0xf9, 0x77, 0x2a, 0xbe, 0x76, 0x82,
+ 0xcd, 0x03, 0x0d, 0xfa, 0x70, 0x51, 0x43, 0x0e, 0xe7, 0x27, 0xd7, 0x9a, 0x95, 0x2b, 0x7f, 0x73,
+ 0xc9, 0x60, 0x40, 0xbd, 0x7f, 0xe9, 0x1d, 0x05, 0x00, 0x36, 0x08, 0x0a, 0x8a, 0xf7, 0x13, 0x71,
+ 0x72, 0x09, 0x66, 0x48, 0x2b, 0x32, 0xc6, 0xfa, 0xba, 0x33, 0xc5, 0x1e, 0x7f, 0x8d, 0x04, 0x5c,
+ 0x17, 0xd8, 0xcf, 0x4b, 0xbb, 0xd6, 0x1b, 0x7b, 0x82, 0xf0, 0x64, 0x1e, 0x79, 0x19, 0x4c, 0xb0,
+ 0x62, 0x58, 0x67, 0x51, 0x3e, 0xde, 0x66, 0xe1, 0xa3, 0x23, 0x0d, 0x6a, 0xde, 0x7a, 0x11, 0xeb,
+ 0x7b, 0xf8, 0x6b, 0x10, 0xc3, 0xa7, 0x81, 0x37, 0x52, 0xda, 0x45, 0xb1, 0xae, 0x37, 0xb0, 0x90,
+ 0xe3, 0xca, 0x0c, 0x91, 0x94, 0x5c, 0x77, 0xdd, 0xd1, 0x90, 0xf0, 0x43, 0x32, 0xca, 0x4b, 0x82,
+ 0x9b, 0x95, 0xf3, 0x85, 0x0e, 0x5b, 0xae, 0xea, 0x29, 0x7c, 0x0c, 0x18, 0x3a, 0xfc, 0xd0, 0xeb,
+ 0xc1, 0x3a, 0x71, 0x93, 0x24, 0xdc, 0x46, 0x15, 0x0a, 0x5b, 0xe6, 0xed, 0x56, 0x90, 0x18, 0x47,
+ 0x2b, 0xbc, 0x8d, 0x51, 0x68, 0x33, 0x65, 0x02, 0x0b, 0x68, 0xdb, 0xaa, 0x02, 0xbb, 0xa3, 0xd7,
+ 0x33, 0x81, 0xbd, 0x21, 0x50, 0x34, 0xad, 0xa5, 0x20, 0x38, 0x61, 0xb7, 0xb6, 0x14, 0x65, 0xd7,
+ 0x80, 0x84, 0x16, 0x4a, 0x26, 0x5b, 0xc5, 0x43, 0x13, 0xa1, 0xe5, 0x2e, 0xae, 0x94, 0xd7, 0x65,
+ 0x2a, 0xb6, 0x25, 0x96, 0x73, 0xb5, 0x85, 0x8d, 0xb8, 0xc4, 0x25, 0x05, 0xbc, 0x89, 0x39, 0x2a,
+ 0xe8, 0x69, 0x35, 0xd4, 0x4d, 0xbe, 0xab, 0x5e, 0x1e, 0xb9, 0x33, 0x01, 0x18, 0x35, 0x7d, 0x25,
+ 0x7d, 0x62, 0x85, 0xad, 0x02, 0x83, 0xd2, 0x91, 0x03, 0x3e, 0x1f, 0x45, 0x5e, 0x20, 0x28, 0xb4,
+ 0xe2, 0xac, 0x35, 0xbc, 0x6b, 0x97, 0xd9, 0x49, 0x0d, 0xfd, 0x51, 0xf6, 0x70, 0xf7, 0xeb, 0x6e,
+ 0x28, 0x49, 0xae, 0x3f, 0x48, 0x35, 0x90, 0xc1, 0x13, 0x0c, 0x7f, 0x93, 0x5f, 0xb2, 0x66, 0x65,
+ 0x48, 0x0f, 0x90, 0x97, 0x9a, 0xc5, 0x62, 0xe5, 0xc2, 0x19, 0x7f, 0x92, 0xf8, 0x54, 0x90, 0xa3,
+ 0xb4, 0xe0, 0x1b, 0x39, 0x43, 0xe9, 0x3c, 0xe4, 0xec, 0x5b, 0xe7, 0xf3, 0x3d, 0x1f, 0x18, 0xae,
+ 0x0e, 0xcf, 0x76, 0x72, 0x60, 0x9f, 0xfe, 0x72, 0x04, 0x3d, 0xae, 0xd8, 0xc3, 0x9f, 0x83, 0xfa,
+ 0xed, 0x12, 0x11, 0xb3, 0x8b, 0x68, 0xbf, 0x1d, 0xfc, 0xd3, 0x24, 0x4c, 0x56, 0xaa, 0x5b, 0xc4,
+ 0xcd, 0x0d, 0x55, 0xd0, 0x79, 0x0b, 0x6d, 0x69, 0x6d, 0x66, 0x81, 0x65, 0x4b, 0x93, 0xe9, 0xac,
+ 0xb8, 0xfa, 0x8f, 0xe1, 0x10, 0xa6, 0xf2, 0x3f, 0x98, 0x4c, 0xce, 0x94, 0x9d, 0x13, 0x2f, 0x50,
+ 0x95, 0x68, 0xb9, 0xe1, 0x6e, 0x84, 0x25, 0xf7, 0x19, 0xc0, 0x49, 0xb1, 0xd0, 0xa5, 0xa5, 0x96,
+ 0xbc, 0x43, 0xaa, 0xb9, 0x79, 0x07, 0xe0, 0xa8, 0x76, 0xcb, 0x56, 0x80, 0x75, 0x34, 0x80, 0x88,
+ 0xbd, 0xe5, 0xc1, 0xf4, 0x53, 0x36, 0x04, 0x3b, 0xa1, 0x8a, 0xdc, 0xa4, 0x68, 0x27, 0x16, 0x65,
+ 0xa0, 0xc3, 0x81, 0x6c, 0xe4, 0x3c, 0x6a, 0x9e, 0xfb, 0x95, 0x3c, 0x9b, 0xfb, 0xea, 0x90, 0x79,
+ 0x79, 0xd8, 0xe9, 0x04, 0x46, 0x95, 0x5a, 0x78, 0xd5, 0x01, 0x34, 0x4d, 0x1f, 0xa9, 0x50, 0xb7,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00
+};
+
+char input0[] = {
+ 0xac, 0x0a, 0x7f, 0x8c, 0x2f, 0xaa, 0xc4, 0x97, 0x75, 0xa6, 0x16, 0xb7, 0xc0, 0xcc, 0x21, 0xd8,
+ 0x43, 0xb3, 0x4e, 0x9a, 0xfb, 0x52, 0xa2, 0xdb, 0xc3, 0x76, 0x7d, 0x8b, 0x67, 0x7d, 0xe5, 0xd8,
+ 0x09, 0xa4, 0x74, 0x6c, 0xd3, 0xde, 0xa1, 0x9f, 0x15, 0x51, 0x59, 0xa5, 0xf2, 0xd6, 0x66, 0x62,
+ 0x24, 0xb7, 0x05, 0x70, 0x57, 0x3a, 0x2b, 0x4c, 0x46, 0x3c, 0x4b, 0xe4, 0xd8, 0xbd, 0x84, 0x0e,
+ 0x58, 0x9a, 0xb2, 0xf6, 0x8c, 0xcd, 0xcc, 0x45, 0x3a, 0x39, 0x29, 0x62, 0xc1, 0x42, 0x48, 0x7a,
+ 0xe6, 0x7d, 0xae, 0xca, 0x27, 0x4a, 0xea, 0xcf, 0x57, 0xa8, 0x65, 0x87, 0xae, 0xc8, 0xdf, 0x7a,
+ 0x58, 0x5e, 0x6b, 0x91, 0x51, 0x8b, 0x8d, 0x64, 0xa5, 0xe6, 0xf3, 0xec, 0x19, 0x42, 0x09, 0xd6,
+ 0x4d, 0x6b, 0x2f, 0x12, 0x48, 0x98, 0x5f, 0x56, 0x09, 0x1b, 0x4e, 0x16, 0x94, 0x97, 0xee, 0xa5,
+ 0x73, 0x08, 0x2d, 0x05, 0xd0, 0x13, 0x45, 0x5e, 0xf3, 0x92, 0x26, 0xd5, 0xc5, 0x1e, 0x08, 0xf5,
+ 0xfe, 0x47, 0x35, 0xc7, 0x4f, 0x07, 0xee, 0x23, 0xaf, 0x1d, 0xb9, 0xde, 0xc0, 0x09, 0xbe, 0xde,
+ 0x52, 0xbb, 0x86, 0xfa, 0x63, 0x60, 0x3e, 0x79, 0xd8, 0xa7, 0x95, 0xcc, 0xb1, 0x7c, 0x08, 0xcd,
+ 0xf3, 0x82, 0x23, 0x76, 0x1d, 0x03, 0x3e, 0x85, 0x93, 0xc2, 0xd0, 0xc7, 0x93, 0x0c, 0xcb, 0xad,
+ 0x8e, 0x3b, 0x47, 0x1e, 0xa7, 0x61, 0x7b, 0xb8, 0x20, 0xdd, 0xd1, 0xa3, 0xc1, 0x3f, 0xff, 0x94,
+ 0x09, 0xcd, 0xb2, 0x24, 0xb9, 0x4a, 0x91, 0x89, 0x7f, 0xd2, 0xd5, 0xf1, 0x20, 0xa2, 0x34, 0xc2,
+ 0x1f, 0xda, 0x97, 0x85, 0xca, 0xc2, 0x1c, 0x1b, 0xf4, 0x48, 0x27, 0x6a, 0x97, 0xe0, 0x3d, 0x79,
+ 0xa3, 0xea, 0xb9, 0x43, 0xfe, 0x79, 0xb3, 0x2f, 0xcb, 0x2d, 0x34, 0xc6, 0x72, 0xab, 0xa6, 0xbc,
+ 0xb7, 0x44, 0xc6, 0x74, 0x1c, 0xd8, 0x6f, 0x37, 0x22, 0xe3, 0x84, 0x91, 0x80, 0xa8, 0x9d, 0x22,
+ 0x80, 0x68, 0xcf, 0x04, 0xa4, 0xe7, 0xfa, 0x52, 0x35, 0x5c, 0x1d, 0x9e, 0x85, 0x17, 0x51, 0x26,
+ 0x26, 0x4e, 0xb2, 0x9c, 0xe8, 0x0d, 0xea, 0x38, 0xf4, 0x62, 0xef, 0x9d, 0x11, 0xf1, 0xf0, 0x62,
+ 0x4f, 0x79, 0x99, 0xf1, 0x84, 0xb1, 0x10, 0xe7, 0x69, 0xc6, 0x8b, 0xae, 0x2a, 0xec, 0x2f, 0x73,
+ 0xba, 0xb5, 0x08, 0x5c, 0x1f, 0xba, 0xf1, 0x9c, 0x78, 0x53, 0xe1, 0x6f, 0x01, 0x51, 0x00, 0xe7,
+ 0x41, 0xf5, 0x97, 0xb2, 0xe7, 0x6f, 0x6a, 0x19, 0xa9, 0xef, 0x6a, 0x0f, 0x39, 0x68, 0x45, 0xf8,
+ 0x23, 0x39, 0xb1, 0xaa, 0x66, 0x2f, 0x34, 0xa7, 0x77, 0xec, 0xae, 0xab, 0x0b, 0xbb, 0xc0, 0x2b,
+ 0xae, 0xa1, 0xdb, 0x35, 0x52, 0xdc, 0xaf, 0x5b, 0x5b, 0x50, 0x01, 0x21, 0x80, 0xf7, 0x2c, 0xc0,
+ 0x8e, 0xe9, 0xbf, 0x50, 0x63, 0xca, 0x9a, 0x9b, 0x35, 0x26, 0x1c, 0x5d, 0x8c, 0x4b, 0x36, 0x53,
+ 0x79, 0x6a, 0xf8, 0x91, 0xaa, 0x3f, 0xd6, 0x09, 0x54, 0x30, 0x48, 0x70, 0xcb, 0xc8, 0x5f, 0xa2,
+ 0x44, 0x11, 0x06, 0xfd, 0x06, 0xb3, 0x7d, 0xf5, 0xc4, 0x9b, 0x1f, 0x1a, 0x2f, 0x44, 0x1d, 0xa7,
+ 0x7f, 0xf2, 0x78, 0x35, 0xf4, 0x37, 0x93, 0xa2, 0x83, 0x94, 0x4b, 0x29, 0xcc, 0xf3, 0xcb, 0xfe,
+ 0x64, 0x1b, 0x32, 0xa7, 0xb4, 0x24, 0xf4, 0x94, 0xe8, 0xb7, 0xd7, 0x40, 0x4e, 0x0f, 0x14, 0x6a,
+ 0x8f, 0x24, 0x60, 0x77, 0x94, 0xc6, 0x85, 0x79, 0xe3, 0xac, 0x92, 0x3e, 0xba, 0x5b, 0x9e, 0x9f,
+ 0x17, 0x3b, 0xb2, 0x28, 0xcf, 0xaa, 0x87, 0x56, 0x8d, 0x8b, 0x41, 0x1c, 0x75, 0x91, 0xbc, 0xac,
+ 0x55, 0x37, 0x05, 0xa8, 0x30, 0x22, 0x34, 0x51, 0x31, 0xf5, 0x5f, 0x23, 0x45, 0xa6, 0x41, 0xc7,
+ 0xa9, 0x38, 0x53, 0x32, 0xa3, 0x16, 0x17, 0xf3, 0xc0, 0xc5, 0x64, 0x5e, 0x5f, 0x5c, 0x9b, 0xa9,
+ 0xc5, 0x9c, 0x2c, 0xd2, 0x5e, 0x6e, 0x79, 0x03, 0x00, 0xa1, 0xdb, 0x18, 0x71, 0xd7, 0x72, 0x9f,
+ 0xb2, 0x8e, 0x83, 0xd6, 0x24, 0xf5, 0x74, 0xac, 0xa2, 0xe7, 0x99, 0x18, 0x30, 0x63, 0xd1, 0xf8,
+ 0x5d, 0x3f, 0xf9, 0xf9, 0x83, 0x49, 0xd1, 0xe0, 0x62, 0x86, 0xf9, 0x77, 0x2a, 0xbe, 0x76, 0x82,
+ 0xcd, 0x03, 0x0d, 0xfa, 0x70, 0x51, 0x43, 0x0e, 0xe7, 0x27, 0xd7, 0x9a, 0x95, 0x2b, 0x7f, 0x73,
+ 0xc9, 0x60, 0x40, 0xbd, 0x7f, 0xe9, 0x1d, 0x05, 0x00, 0x36, 0x08, 0x0a, 0x8a, 0xf7, 0x13, 0x71,
+ 0x72, 0x09, 0x66, 0x48, 0x2b, 0x32, 0xc6, 0xfa, 0xba, 0x33, 0xc5, 0x1e, 0x7f, 0x8d, 0x04, 0x5c,
+ 0x17, 0xd8, 0xcf, 0x4b, 0xbb, 0xd6, 0x1b, 0x7b, 0x82, 0xf0, 0x64, 0x1e, 0x79, 0x19, 0x4c, 0xb0,
+ 0x62, 0x58, 0x67, 0x51, 0x3e, 0xde, 0x66, 0xe1, 0xa3, 0x23, 0x0d, 0x6a, 0xde, 0x7a, 0x11, 0xeb,
+ 0x7b, 0xf8, 0x6b, 0x10, 0xc3, 0xa7, 0x81, 0x37, 0x52, 0xda, 0x45, 0xb1, 0xae, 0x37, 0xb0, 0x90,
+ 0xe3, 0xca, 0x0c, 0x91, 0x94, 0x5c, 0x77, 0xdd, 0xd1, 0x90, 0xf0, 0x43, 0x32, 0xca, 0x4b, 0x82,
+ 0x9b, 0x95, 0xf3, 0x85, 0x0e, 0x5b, 0xae, 0xea, 0x29, 0x7c, 0x0c, 0x18, 0x3a, 0xfc, 0xd0, 0xeb,
+ 0xc1, 0x3a, 0x71, 0x93, 0x24, 0xdc, 0x46, 0x15, 0x0a, 0x5b, 0xe6, 0xed, 0x56, 0x90, 0x18, 0x47,
+ 0x2b, 0xbc, 0x8d, 0x51, 0x68, 0x33, 0x65, 0x02, 0x0b, 0x68, 0xdb, 0xaa, 0x02, 0xbb, 0xa3, 0xd7,
+ 0x33, 0x81, 0xbd, 0x21, 0x50, 0x34, 0xad, 0xa5, 0x20, 0x38, 0x61, 0xb7, 0xb6, 0x14, 0x65, 0xd7,
+ 0x80, 0x84, 0x16, 0x4a, 0x26, 0x5b, 0xc5, 0x43, 0x13, 0xa1, 0xe5, 0x2e, 0xae, 0x94, 0xd7, 0x65,
+ 0x2a, 0xb6, 0x25, 0x96, 0x73, 0xb5, 0x85, 0x8d, 0xb8, 0xc4, 0x25, 0x05, 0xbc, 0x89, 0x39, 0x2a,
+ 0xe8, 0x69, 0x35, 0xd4, 0x4d, 0xbe, 0xab, 0x5e, 0x1e, 0xb9, 0x33, 0x01, 0x18, 0x35, 0x7d, 0x25,
+ 0x7d, 0x62, 0x85, 0xad, 0x02, 0x83, 0xd2, 0x91, 0x03, 0x3e, 0x1f, 0x45, 0x5e, 0x20, 0x28, 0xb4,
+ 0xe2, 0xac, 0x35, 0xbc, 0x6b, 0x97, 0xd9, 0x49, 0x0d, 0xfd, 0x51, 0xf6, 0x70, 0xf7, 0xeb, 0x6e,
+ 0x28, 0x49, 0xae, 0x3f, 0x48, 0x35, 0x90, 0xc1, 0x13, 0x0c, 0x7f, 0x93, 0x5f, 0xb2, 0x66, 0x65,
+ 0x48, 0x0f, 0x90, 0x97, 0x9a, 0xc5, 0x62, 0xe5, 0xc2, 0x19, 0x7f, 0x92, 0xf8, 0x54, 0x90, 0xa3,
+ 0xb4, 0xe0, 0x1b, 0x39, 0x43, 0xe9, 0x3c, 0xe4, 0xec, 0x5b, 0xe7, 0xf3, 0x3d, 0x1f, 0x18, 0xae,
+ 0x0e, 0xcf, 0x76, 0x72, 0x60, 0x9f, 0xfe, 0x72, 0x04, 0x3d, 0xae, 0xd8, 0xc3, 0x9f, 0x83, 0xfa,
+ 0xed, 0x12, 0x11, 0xb3, 0x8b, 0x68, 0xbf, 0x1d, 0xfc, 0xd3, 0x24, 0x4c, 0x56, 0xaa, 0x5b, 0xc4,
+ 0xcd, 0x0d, 0x55, 0xd0, 0x79, 0x0b, 0x6d, 0x69, 0x6d, 0x66, 0x81, 0x65, 0x4b, 0x93, 0xe9, 0xac,
+ 0xb8, 0xfa, 0x8f, 0xe1, 0x10, 0xa6, 0xf2, 0x3f, 0x98, 0x4c, 0xce, 0x94, 0x9d, 0x13, 0x2f, 0x50,
+ 0x95, 0x68, 0xb9, 0xe1, 0x6e, 0x84, 0x25, 0xf7, 0x19, 0xc0, 0x49, 0xb1, 0xd0, 0xa5, 0xa5, 0x96,
+ 0xbc, 0x43, 0xaa, 0xb9, 0x79, 0x07, 0xe0, 0xa8, 0x76, 0xcb, 0x56, 0x80, 0x75, 0x34, 0x80, 0x88,
+ 0xbd, 0xe5, 0xc1, 0xf4, 0x53, 0x36, 0x04, 0x3b, 0xa1, 0x8a, 0xdc, 0xa4, 0x68, 0x27, 0x16, 0x65,
+ 0xa0, 0xc3, 0x81, 0x6c, 0xe4, 0x3c, 0x6a, 0x9e, 0xfb, 0x95, 0x3c, 0x9b, 0xfb, 0xea, 0x90, 0x79,
+ 0x79, 0xd8, 0xe9, 0x04, 0x46, 0x95, 0x5a, 0x78, 0xd5, 0x01, 0x34, 0x4d, 0x1f, 0xa9, 0x50, 0xb7
+};
+
+char expected0[] = {
+ 0x00, 0xff, 0x00, 0xff, 0x00, 0xff, 0x00, 0xff, 0x00, 0xff, 0x00, 0xff, 0x65, 0xff, 0x00, 0xff,
+ 0x00, 0xff, 0x00, 0xff, 0x00, 0xff, 0x00, 0xff, 0x70, 0xff, 0x50, 0xff, 0x00, 0xff, 0x00, 0xff,
+ 0x59, 0xff, 0x88, 0xff, 0x00, 0xff, 0x00, 0xff, 0x31, 0xff, 0x7c, 0xff, 0x00, 0xff, 0x00, 0xff,
+ 0x00, 0xff, 0x00, 0xff, 0x00, 0xff, 0x00, 0xff, 0x2a, 0xff, 0x00, 0xff, 0x00, 0xff, 0x00, 0xff,
+ 0x00, 0xff, 0xab, 0xff, 0x00, 0xff, 0x00, 0xff, 0x00, 0xff, 0x00, 0xff, 0x00, 0xff, 0x73, 0xff,
+ 0x00, 0xff, 0x9d, 0xff, 0x00, 0xff, 0x00, 0xff, 0xbe, 0xff, 0xa5, 0xff, 0x00, 0xff, 0x5f, 0xff,
+ 0x00, 0xff, 0xbd, 0xff, 0x00, 0xff, 0x3f, 0xff, 0x00, 0xff, 0x00, 0xff, 0x00, 0xff, 0x00, 0xff,
+ 0x00, 0xff, 0x00, 0xff, 0x17, 0xff, 0x00, 0xff, 0x00, 0xff, 0x1f, 0xff, 0x00, 0xff, 0x00, 0xff
+};
+
+/****************************************************************************
+ * Functions
+ ****************************************************************************/
+
+int main() {
+ CommandStream cs(
+ DataPointer(commandStream, sizeof(commandStream)),
+ BasePointers({
+ DataPointer(weightsBiases0, sizeof(weightsBiases0)),
+ DataPointer(scratch, sizeof(scratch)),
+ DataPointer(fastScratch, sizeof(fastScratch))
+ }),
+ PmuEvents({
+ ETHOSU_PMU_CYCLE,
+ ETHOSU_PMU_NPU_IDLE,
+ ETHOSU_PMU_NPU_ACTIVE
+ })
+ );
+
+ const size_t repeat = 100;
+
+ // Input data located inside the scratch buffer
+ DataPointer inputPointer(scratch, sizeof(input0));
+
+ // Output data located inside the scratch buffer
+ DataPointer outputPointer(scratch + 1024, sizeof(expected0));
+
+ // Expected output data
+ DataPointer expectedPointer(expected0, sizeof(expected0));
+
+ // Clear PMU
+ cs.getPmu().clear();
+
+ // Run inference
+ int ret = cs.run(repeat);
+ uint64_t cycleCount = cs.getPmu().getCycleCount();
+
+ // Print PMU counters
+ cs.getPmu().print();
+ printf("cycleCount=%llu, cycleCountPerJob=%llu\n", cycleCount, cycleCount / repeat);
+
+ // Compare outut with expected data
+ if (outputPointer != expectedPointer) {
+ printf("Output mismatch\n");
+ return 1;
+ }
+
+ return ret;
+}