From c18a8405995fae5f2620c598a60c8b5979658784 Mon Sep 17 00:00:00 2001 From: Jon Nordby Date: Thu, 9 Jan 2025 00:37:05 +0100 Subject: [PATCH 1/4] cnn: Build both int8 and fp32 variants --- Makefile | 11 +-- src/tinymaix_cnn/Makefile | 8 ++- src/tinymaix_cnn/fp32/tm_port.h | 97 +++++++++++++++++++++++++++ src/tinymaix_cnn/{ => int8}/tm_port.h | 0 4 files changed, 110 insertions(+), 6 deletions(-) create mode 100644 src/tinymaix_cnn/fp32/tm_port.h rename src/tinymaix_cnn/{ => int8}/tm_port.h (100%) diff --git a/Makefile b/Makefile index 0a4606d..ec5dcf7 100644 --- a/Makefile +++ b/Makefile @@ -22,8 +22,11 @@ $(MODULES_PATH)/emlearn_iir.mpy: $(MODULES_PATH)/emlearn_fft.mpy: make -C src/emlearn_fft/ ARCH=$(ARCH) MPY_DIR=$(MPY_DIR_ABS) V=1 clean dist -$(MODULES_PATH)/emlearn_cnn.mpy: - make -C src/tinymaix_cnn/ ARCH=$(ARCH) MPY_DIR=$(MPY_DIR_ABS) V=1 clean dist +$(MODULES_PATH)/emlearn_cnn_int8.mpy: + make -C src/tinymaix_cnn/ ARCH=$(ARCH) MPY_DIR=$(MPY_DIR_ABS) V=1 CONFIG=int8 clean dist + +$(MODULES_PATH)/emlearn_cnn_fp32.mpy: + make -C src/tinymaix_cnn/ ARCH=$(ARCH) MPY_DIR=$(MPY_DIR_ABS) V=1 CONFIG=fp32 clean dist $(MODULES_PATH)/emlearn_kmeans.mpy: make -C src/emlearn_kmeans/ ARCH=$(ARCH) MPY_DIR=$(MPY_DIR_ABS) V=1 clean dist @@ -46,7 +49,7 @@ emlearn_iir.results: $(MODULES_PATH)/emlearn_iir.mpy emlearn_fft.results: $(MODULES_PATH)/emlearn_fft.mpy MICROPYPATH=$(MODULES_PATH) $(MICROPYTHON_BIN) tests/test_fft.py -emlearn_cnn.results: $(MODULES_PATH)/emlearn_cnn.mpy +emlearn_cnn.results: $(MODULES_PATH)/emlearn_cnn_int8.mpy $(MODULES_PATH)/emlearn_cnn_fp32.mpy MICROPYPATH=$(MODULES_PATH) $(MICROPYTHON_BIN) tests/test_cnn.py emlearn_kmeans.results: $(MODULES_PATH)/emlearn_kmeans.mpy @@ -76,6 +79,6 @@ release: check: emlearn_trees.results emlearn_neighbors.results emlearn_iir.results emlearn_iir_q15.results emlearn_fft.results emlearn_kmeans.results emlearn_arrayutils.results emlearn_cnn.results -dist: $(MODULES_PATH)/emlearn_trees.mpy $(MODULES_PATH)/emlearn_neighbors.mpy $(MODULES_PATH)/emlearn_iir.mpy $(MODULES_PATH)/emlearn_iir_q15.mpy $(MODULES_PATH)/emlearn_fft.mpy $(MODULES_PATH)/emlearn_kmeans.mpy $(MODULES_PATH)/emlearn_arrayutils.mpy $(MODULES_PATH)/emlearn_cnn.mpy +dist: $(MODULES_PATH)/emlearn_trees.mpy $(MODULES_PATH)/emlearn_neighbors.mpy $(MODULES_PATH)/emlearn_iir.mpy $(MODULES_PATH)/emlearn_iir_q15.mpy $(MODULES_PATH)/emlearn_fft.mpy $(MODULES_PATH)/emlearn_kmeans.mpy $(MODULES_PATH)/emlearn_arrayutils.mpy $(MODULES_PATH)/emlearn_cnn_int8.mpy $(MODULES_PATH)/emlearn_cnn_fp32.mpy diff --git a/src/tinymaix_cnn/Makefile b/src/tinymaix_cnn/Makefile index d8fd5d2..ee71fe4 100644 --- a/src/tinymaix_cnn/Makefile +++ b/src/tinymaix_cnn/Makefile @@ -4,6 +4,8 @@ MPY_DIR = ../../micropython # Architecture to build for (x86, x64, armv6m, armv7m, xtensa, xtensawin) ARCH = x64 +CONFIG := int8 + # The ABI version for .mpy files MPY_ABI_VERSION := 6.3 @@ -12,6 +14,8 @@ TINYMAIX_DIR := ../../dependencies/TinyMaix DIST_DIR := ../../dist/$(ARCH)_$(MPY_ABI_VERSION) +CONFIG_DIR := ./$(CONFIG) + # Name of module MOD = emlearn_cnn @@ -45,7 +49,7 @@ ifeq ($(SOFTFP_ENABLE), 1) endif # Releases -DIST_FILE = $(DIST_DIR)/$(MOD).mpy +DIST_FILE = $(DIST_DIR)/$(MOD)_$(CONFIG).mpy $(DIST_DIR): mkdir -p $@ @@ -68,6 +72,6 @@ _addsubdf3.o: _arm_addsubdf3.o: $(CROSS)ar -x $(LIBGCC_FILENAME) $(SOFTFP_O) -CFLAGS += -I$(TINYMAIX_DIR)/include -I$(TINYMAIX_DIR)/src -Wno-error=unused-variable -Wno-error=multichar +CFLAGS += -I$(CONFIG_DIR) -I$(TINYMAIX_DIR)/include -I$(TINYMAIX_DIR)/src -Wno-error=unused-variable -Wno-error=multichar dist: $(DIST_FILE) diff --git a/src/tinymaix_cnn/fp32/tm_port.h b/src/tinymaix_cnn/fp32/tm_port.h new file mode 100644 index 0000000..1868177 --- /dev/null +++ b/src/tinymaix_cnn/fp32/tm_port.h @@ -0,0 +1,97 @@ +/* +Configuration file for TinyMaix + +Copyright 2022 Sipeed Technology Co., Ltd. All Rights Reserved. +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 + http://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. +==============================================================================*/ + +#ifndef __TM_PORT_H +#define __TM_PORT_H + +#define TM_ARCH_CPU (0) //default, pure cpu compute +#define TM_ARCH_ARM_SIMD (1) //ARM Cortex M4/M7, etc. +#define TM_ARCH_ARM_NEON (2) //ARM Cortex A7, etc. +#define TM_ARCH_ARM_MVEI (3) //ARMv8.1: M55, etc. +#define TM_ARCH_RV32P (4) //T-head E907, etc. +#define TM_ARCH_RV64V (5) //T-head C906,C910, etc. +#define TM_ARCH_CSKYV2 (6) //cskyv2 with dsp core +#define TM_ARCH_X86_SSE2 (7) //x86 sse2 + +#define TM_OPT0 (0) //default, least code and buf +#define TM_OPT1 (1) //opt for speed, need more code and buf +#define TM_OPT2 (2) //TODO + +/******************************* PORT CONFIG ************************************/ +#define TM_ARCH TM_ARCH_CPU +#define TM_OPT_LEVEL TM_OPT0 +#define TM_MDL_TYPE TM_MDL_FP32 +#define TM_FASTSCALE (0) //enable if your chip don't have FPU, may speed up 1/3, but decrease accuracy +#define TM_LOCAL_MATH (1) //use local math func (like exp()) to avoid libm +#define TM_ENABLE_STAT (1) //enable mdl stat functions +#define TM_MAX_CSIZE (1000) //max channel num //used if INT8 mdl //cost TM_MAX_CSIZE*4 Byte +#define TM_MAX_KSIZE (5*5) //max kernel_size //cost TM_MAX_KSIZE*4 Byte +#define TM_MAX_KCSIZE (3*3*256) //max kernel_size*channels //cost TM_MAX_KSIZE*sizeof(mtype_t) Byte + +#define TM_INLINE __attribute__((always_inline)) static inline +#define TM_WEAK __attribute__((weak)) + +// Disable "static" (non-const) globals, since they are not supported by MicroPython mpy_ld.py +#define TM_STATIC + +// Use MicroPython for dynamic allocation +#define tm_malloc(x) m_malloc(x) +#define tm_free(x) m_free(x) + +// FIXME: set theese to use MicroPython primitives + +#define TM_PRINTF(...) //printf(__VA_ARGS__); +#define TM_DBG(...) TM_PRINTF("###L%d: ",__LINE__);TM_PRINTF(__VA_ARGS__); +#define TM_DBGL() //Serial.println(__LINE__); + + +// FIXME: enable profiling +#define TM_GET_US() (0) +#define TM_DBGT_INIT() ; +#define TM_DBGT_START() ; +#define TM_DBGT(x) ; + +/******************************* DBG PERFORMANCE CONFIG ************************************/ +//need clock tick to make accurate statistics +#define TM_EN_PERF 0 + +#if TM_EN_PERF + #define TM_GET_TICK(x) __ASM volatile("csrr %0, mcycle" : "=r"(x)); //edit your self + + #define TM_TICK_PERUS (380) //sysconf(_SC_CLK_TCK)/1000000) + #define TM_PERF_REG(x) uint64_t x=0; + #define TM_PERF_EXTREG(x) extern uint64_t x; + #define TM_PERF_INIT(x) uint64_t _##x##_t0, _##x##_t1; + #define TM_PERF_START(x) TM_GET_TICK(_##x##_t0); + #define TM_PERF_ADD(x) {TM_GET_TICK(_##x##_t1);(x)+=(_##x##_t1-_##x##_t0);TM_GET_TICK(_##x##_t0);}; + #define TM_PERF_PRINT(x) TM_PRINTF("PERF "#x": %ld us\r\n", (x)/TM_TICK_PERUS) +#else + #define TM_GET_TICK(x) + #define TM_TICK_PERUS + #define TM_PERF_REG(x) + #define TM_PERF_EXTREG(x) + #define TM_PERF_INIT(x) + #define TM_PERF_START(x) + #define TM_PERF_ADD(x) + #define TM_PERF_PRINT(x) +#endif + + +/******************************* OPS CONFIG ************************************/ + + + + +#endif diff --git a/src/tinymaix_cnn/tm_port.h b/src/tinymaix_cnn/int8/tm_port.h similarity index 100% rename from src/tinymaix_cnn/tm_port.h rename to src/tinymaix_cnn/int8/tm_port.h From b7c1c732017665ce02089ec5133fde841deb2f17 Mon Sep 17 00:00:00 2001 From: Jon Nordby Date: Thu, 9 Jan 2025 00:51:26 +0100 Subject: [PATCH 2/4] cnn: Update mnist and test to use both int8 and fp32 --- examples/mnist_cnn/README.md | 6 +- examples/mnist_cnn/mnist_cnn.h | 254 ------- examples/mnist_cnn/mnist_cnn.h5 | Bin 108960 -> 0 bytes examples/mnist_cnn/mnist_cnn.tflite | Bin 7976 -> 0 bytes examples/mnist_cnn/mnist_cnn.tmdl | Bin 3912 -> 0 bytes examples/mnist_cnn/mnist_cnn_fp32.h | 816 +++++++++++++++++++++++ examples/mnist_cnn/mnist_cnn_fp32.tflite | Bin 0 -> 15112 bytes examples/mnist_cnn/mnist_cnn_fp32.tmdl | Bin 0 -> 12896 bytes examples/mnist_cnn/mnist_cnn_int8.h | 254 +++++++ examples/mnist_cnn/mnist_cnn_int8.tflite | Bin 0 -> 7976 bytes examples/mnist_cnn/mnist_cnn_int8.tmdl | Bin 0 -> 3912 bytes examples/mnist_cnn/mnist_cnn_run.py | 4 +- examples/mnist_cnn/mnist_train.py | 35 +- examples/mnist_cnn/package.json | 3 +- tests/test_cnn.py | 26 +- 15 files changed, 1113 insertions(+), 285 deletions(-) delete mode 100644 examples/mnist_cnn/mnist_cnn.h delete mode 100644 examples/mnist_cnn/mnist_cnn.h5 delete mode 100644 examples/mnist_cnn/mnist_cnn.tflite delete mode 100644 examples/mnist_cnn/mnist_cnn.tmdl create mode 100644 examples/mnist_cnn/mnist_cnn_fp32.h create mode 100644 examples/mnist_cnn/mnist_cnn_fp32.tflite create mode 100644 examples/mnist_cnn/mnist_cnn_fp32.tmdl create mode 100644 examples/mnist_cnn/mnist_cnn_int8.h create mode 100644 examples/mnist_cnn/mnist_cnn_int8.tflite create mode 100644 examples/mnist_cnn/mnist_cnn_int8.tmdl diff --git a/examples/mnist_cnn/README.md b/examples/mnist_cnn/README.md index 5e94450..14e93c1 100644 --- a/examples/mnist_cnn/README.md +++ b/examples/mnist_cnn/README.md @@ -30,7 +30,7 @@ python mnist_train.py ## Running on host ```console -micropython -m mip install https://emlearn.github.io/emlearn-micropython/builds/master/x64_6.3/emlearn_cnn.mpy +micropython -m mip install https://emlearn.github.io/emlearn-micropython/builds/master/x64_6.3/emlearn_cnn_int8.mpy micropython mnist_cnn_run.py ``` @@ -50,11 +50,11 @@ Flash your device with a standard MicroPython firmware, from the MicroPython.org downloads page. ```console -mpremote mip install https://emlearn.github.io/emlearn-micropython/builds/master/xtensawin_6.3/emlearn_cnn.mpy +mpremote mip install https://emlearn.github.io/emlearn-micropython/builds/master/xtensawin_6.3/emlearn_cnn_int8.mpy ``` ```console -mpremote cp mnist_cnn.tmdl : +mpremote cp mnist_cnn_int8.tmdl : mpremote cp -r test_data/ : mpremote run mnist_cnn_run.py ``` diff --git a/examples/mnist_cnn/mnist_cnn.h b/examples/mnist_cnn/mnist_cnn.h deleted file mode 100644 index 08205c0..0000000 --- a/examples/mnist_cnn/mnist_cnn.h +++ /dev/null @@ -1,254 +0,0 @@ -#ifndef __MODEL_FILE__H -#define __MODEL_FILE__H - -#include -#define MDL_BUF_LEN (2136) -#define LBUF_LEN (2232) -const uint8_t mdl_data[3912]={\ - 0x4d, 0x41, 0x49, 0x58, 0x00, 0x01, 0x01, 0x00, 0x01, 0x00, 0x06, 0x00, 0x58, 0x08, 0x00, 0x00, - 0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x1c, 0x00, 0x1c, 0x00, 0x01, 0x00, 0x01, 0x00, 0x01, 0x00, - 0x01, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, - 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, - 0x00, 0x00, 0x00, 0x00, 0xd8, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x10, 0x03, 0x00, 0x00, - 0x03, 0x00, 0x1c, 0x00, 0x1c, 0x00, 0x01, 0x00, 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zy+l3?iaiX#){_A2{tyl^9s+Rx(*XF>GZ+*t1K{@`K~UF$AXw1_z|eFMaE=17^8^6v zlTv0#*L#k2Z1fwiCbI}=qu)@g?)`lZfrosy{4!o`3B_#qy|OrH!_WJrtS~m@TN2V^ zA&vPZMjCfO5?cPh;3u^e)O>gK65N=v)MM%piyuC2*A@y#ff~5 z);JShOVOWeF3@MC>i1mh&_B7jt3GTf=5hJ+@waaBxrDF2Oi*7NX!ECvo=Qrs@6Lal zxLDbX?{=icKG?qV5=|z&WmjI#zc%pbf^xT?e~(_$;HYFaZ(dJo`ZEAZJ^ +#define MDL_BUF_LEN (8544) +#define LBUF_LEN (7992) +const uint8_t mdl_data[12896]={\ + 0x4d, 0x41, 0x49, 0x58, 0x02, 0x00, 0x01, 0x00, 0x01, 0x00, 0x06, 0x00, 0x60, 0x21, 0x00, 0x00, + 0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x1c, 0x00, 0x1c, 0x00, 0x01, 0x00, 0x01, 0x00, 0x01, 0x00, + 0x01, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, + 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, + 0x00, 0x00, 0x00, 0x00, 0x90, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x40, 0x0c, 0x00, 0x00, + 0x03, 0x00, 0x1c, 0x00, 0x1c, 0x00, 0x01, 0x00, 0x03, 0x00, 0x0d, 0x00, 0x0d, 0x00, 0x08, 0x00, + 0x00, 0x00, 0x80, 0x3f, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x80, 0x3f, 0x00, 0x00, 0x00, 0x00, + 0x03, 0x03, 0x02, 0x02, 0x01, 0x01, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, + 0x00, 0x00, 0x00, 0x00, 0x50, 0x00, 0x00, 0x00, 0x50, 0x00, 0x00, 0x00, 0x70, 0x01, 0x00, 0x00, + 0x03, 0xef, 0x88, 0x3d, 0xdf, 0xc6, 0xa5, 0x3e, 0xe4, 0x0a, 0x8d, 0x3e, 0xaa, 0xb1, 0xf3, 0x3e, + 0x54, 0x5f, 0xe0, 0x3e, 0x84, 0x49, 0x98, 0x3e, 0x89, 0x3c, 0x95, 0x3e, 0x91, 0xb7, 0xd6, 0x3e, + 0xff, 0xab, 0x94, 0x3e, 0xb9, 0x1e, 0x57, 0x3e, 0xc1, 0xc9, 0x69, 0x3f, 0x7b, 0xf1, 0x9c, 0x3f, + 0xf6, 0x11, 0x1c, 0xbe, 0xe3, 0xa2, 0xb7, 0x3e, 0x3c, 0x50, 0xe5, 0x3d, 0xfa, 0x6a, 0x05, 0x3f, + 0xb0, 0x0c, 0x55, 0x3d, 0x32, 0xf8, 0x71, 0xbf, 0x23, 0x1b, 0xa4, 0x3e, 0x10, 0x9f, 0x5e, 0x3f, + 0x0a, 0xf5, 0x43, 0x3f, 0xd6, 0x74, 0xa1, 0xbe, 0x6b, 0xbd, 0xd3, 0x3e, 0x16, 0x3a, 0x3d, 0x3f, + 0xf4, 0x58, 0xd8, 0xbf, 0x25, 0x07, 0x9c, 0xbf, 0x02, 0x6d, 0x11, 0xc0, 0xa3, 0xb2, 0x38, 0x3f, + 0x5a, 0xe3, 0x95, 0xbf, 0xbc, 0x5d, 0x0f, 0xc0, 0xb9, 0x8d, 0x8f, 0x3e, 0xa1, 0xe9, 0x0f, 0x3e, + 0x2b, 0x70, 0x34, 0x3f, 0x8e, 0xf2, 0x2a, 0xbf, 0xfe, 0xb4, 0x81, 0x3f, 0x0b, 0x5a, 0xb0, 0x3f, + 0xdf, 0x52, 0x1a, 0xbc, 0x6e, 0xf8, 0xfd, 0xbf, 0x68, 0x73, 0x6c, 0xbf, 0x3b, 0x0a, 0x9f, 0xbf, + 0x07, 0x55, 0x62, 0x3e, 0x92, 0xfd, 0x2a, 0x3f, 0x06, 0x2c, 0xd4, 0xbf, 0xa8, 0x71, 0xe5, 0x3a, + 0x5f, 0x19, 0x7f, 0x3f, 0x11, 0x9b, 0x2a, 0xbe, 0x0e, 0xee, 0x36, 0xbf, 0x4b, 0x31, 0x9c, 0xbf, + 0x45, 0x86, 0x16, 0x3f, 0x5b, 0x20, 0x06, 0xbe, 0xce, 0x54, 0x1e, 0xbf, 0xd6, 0x86, 0x15, 0xbf, + 0x0d, 0xd3, 0x57, 0xbf, 0x40, 0x50, 0xd7, 0xbf, 0xc0, 0xcb, 0x99, 0xbf, 0x47, 0x3d, 0x5c, 0x3f, + 0x57, 0xa1, 0xdf, 0x3e, 0x71, 0xd1, 0x67, 0xbf, 0x0a, 0x98, 0xf3, 0xbf, 0x63, 0xfd, 0x0c, 0xc0, + 0x69, 0xa9, 0x6b, 0x3e, 0x9a, 0xf0, 0x10, 0x3e, 0x42, 0x1f, 0x32, 0xbe, 0xcc, 0x6c, 0x39, 0x3f, + 0x4a, 0xe4, 0x1d, 0xbe, 0x95, 0xa2, 0xe2, 0x3e, 0x55, 0xd1, 0x10, 0x3f, 0x70, 0x19, 0xc7, 0x3e, + 0xf2, 0x0e, 0x1f, 0x3f, 0x89, 0xf5, 0x42, 0x3d, 0x6f, 0x9f, 0x54, 0xbd, 0xb3, 0xce, 0x90, 0x3e, + 0xd2, 0x86, 0xa9, 0xbe, 0x03, 0xf3, 0x51, 0xbe, 0xcc, 0xc9, 0xfb, 0x3e, 0xa0, 0x87, 0x34, 0x3d, + 0x46, 0x35, 0x23, 0x3f, 0x4b, 0xe7, 0x52, 0x3f, 0xc1, 0x25, 0x88, 0x3f, 0x81, 0x4b, 0xaf, 0xbe, + 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x00, 0x40, 0x0c, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, + 0x03, 0x00, 0x0d, 0x00, 0x0d, 0x00, 0x08, 0x00, 0x03, 0x00, 0x06, 0x00, 0x06, 0x00, 0x0c, 0x00, + 0x00, 0x00, 0x80, 0x3f, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x80, 0x3f, 0x00, 0x00, 0x00, 0x00, + 0x03, 0x03, 0x02, 0x02, 0x01, 0x01, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, + 0x00, 0x00, 0x00, 0x00, 0x50, 0x00, 0x00, 0x00, 0x50, 0x00, 0x00, 0x00, 0xd0, 0x0d, 0x00, 0x00, + 0x89, 0xf3, 0x53, 0xbc, 0x39, 0xc4, 0xb3, 0x3d, 0xf5, 0x5c, 0x32, 0x3e, 0x4d, 0x6e, 0x28, 0x3d, + 0x76, 0xa7, 0x85, 0xbb, 0x78, 0xa2, 0x18, 0xbe, 0xba, 0xac, 0xbb, 0xbd, 0xe5, 0x51, 0x3c, 0xbc, + 0x62, 0x72, 0x4d, 0xbd, 0x2c, 0x82, 0x16, 0x3e, 0x7b, 0xc5, 0x3c, 0x3e, 0x69, 0x72, 0x70, 0xbe, + 0x5a, 0x26, 0x7c, 0x3e, 0x18, 0xc8, 0xa8, 0x3d, 0x87, 0xc9, 0x6d, 0xbc, 0x31, 0x14, 0x2c, 0x3e, + 0x99, 0xf2, 0x67, 0x3e, 0xed, 0x14, 0x37, 0x3c, 0x30, 0xc1, 0x00, 0xbf, 0x28, 0x56, 0xbf, 0xbd, + 0x9b, 0x60, 0xda, 0xbd, 0x9e, 0xe9, 0xc7, 0x3d, 0xcd, 0x5f, 0x35, 0xbe, 0xb1, 0x3c, 0x51, 0xbd, + 0x63, 0xd0, 0x78, 0x3e, 0x6a, 0xc7, 0x11, 0xbe, 0xde, 0x43, 0xce, 0x3d, 0x0d, 0x57, 0x3f, 0xbe, + 0xc1, 0x32, 0x5b, 0xbc, 0x32, 0x83, 0x06, 0xbe, 0x09, 0x79, 0xde, 0xbd, 0x71, 0xd2, 0xc8, 0x3d, + 0x39, 0xfb, 0xbd, 0xbd, 0x5d, 0xe8, 0x13, 0x3e, 0xd2, 0x57, 0xd9, 0xbc, 0x1e, 0x70, 0x2f, 0xbe, + 0x01, 0x10, 0x27, 0x3f, 0x49, 0x19, 0xcd, 0xbd, 0xad, 0xea, 0xde, 0x3c, 0x03, 0x04, 0xb1, 0x3e, + 0xaf, 0xb9, 0xc9, 0x3d, 0xd6, 0x0f, 0xbe, 0x3c, 0x47, 0x27, 0xad, 0x3d, 0x6f, 0xf5, 0xbf, 0x3e, + 0x34, 0x09, 0x40, 0x3e, 0xad, 0x6b, 0xe6, 0x3e, 0x82, 0x98, 0x9c, 0x3e, 0xae, 0xbc, 0xda, 0x3e, + 0x48, 0x52, 0x17, 0x3f, 0x81, 0xb7, 0x3a, 0x3c, 0xe4, 0xb2, 0x82, 0x3e, 0xec, 0x9e, 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a/examples/mnist_cnn/mnist_cnn_int8.h b/examples/mnist_cnn/mnist_cnn_int8.h new file mode 100644 index 0000000..5f46419 --- /dev/null +++ b/examples/mnist_cnn/mnist_cnn_int8.h @@ -0,0 +1,254 @@ +#ifndef __MODEL_FILE__H +#define __MODEL_FILE__H + +#include +#define MDL_BUF_LEN (2136) +#define LBUF_LEN (2232) +const uint8_t mdl_data[3912]={\ + 0x4d, 0x41, 0x49, 0x58, 0x00, 0x01, 0x01, 0x00, 0x01, 0x00, 0x06, 0x00, 0x58, 0x08, 0x00, 0x00, + 0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x1c, 0x00, 0x1c, 0x00, 0x01, 0x00, 0x01, 0x00, 0x01, 0x00, + 0x01, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, + 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, + 0x00, 0x00, 0x00, 0x00, 0xd8, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x10, 0x03, 0x00, 0x00, + 0x03, 0x00, 0x1c, 0x00, 0x1c, 0x00, 0x01, 0x00, 0x03, 0x00, 0x0d, 0x00, 0x0d, 0x00, 0x08, 0x00, + 0x81, 0x80, 0x80, 0x3b, 0x80, 0xff, 0xff, 0xff, 0x07, 0xeb, 0x5b, 0x3c, 0x80, 0xff, 0xff, 0xff, + 0x03, 0x03, 0x02, 0x02, 0x01, 0x01, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, + 0x00, 0x00, 0x00, 0x00, 0x50, 0x00, 0x00, 0x00, 0x70, 0x00, 0x00, 0x00, 0xb8, 0x00, 0x00, 0x00, + 0xe4, 0x9c, 0x75, 0x3b, 0xd7, 0x2d, 0x1e, 0x3c, 0x26, 0x92, 0x92, 0x3c, 0xb9, 0x7e, 0x90, 0x3c, + 0x5f, 0xf8, 0x7f, 0x3c, 0x45, 0x02, 0x59, 0x3c, 0x96, 0x19, 0x8e, 0x3c, 0x91, 0xe2, 0xba, 0x3b, + 0x12, 0x56, 0x4a, 0x7f, 0x75, 0x4f, 0x4e, 0x70, 0x4d, 0x16, 0x5f, 0x7f, 0xf0, 0x25, 0x0c, 0x36, + 0x05, 0x9e, 0x12, 0x31, 0x2b, 0xee, 0x17, 0x29, 0xa2, 0xbc, 0x81, 0x29, 0xbe, 0x81, 0x10, 0x08, + 0x28, 0xda, 0x39, 0x4e, 0xff, 0x81, 0xc5, 0xb0, 0x0e, 0x2b, 0x96, 0x00, 0x40, 0xf3, 0xca, 0xa4, + 0x2c, 0xf6, 0xd1, 0xd4, 0xc0, 0x81, 0xbb, 0x32, 0x19, 0xcc, 0x92, 0x81, 0x0d, 0x08, 0xf6, 0x7f, + 0xe5, 0x4e, 0x63, 0x44, 0x6d, 0x08, 0xf7, 0x32, 0xff, 0x27, 0x01, 0x00, 0xd9, 0x61, 0x00, 0x00, + 0xe1, 0xd8, 0xff, 0xff, 0xfd, 0x06, 0x00, 0x00, 0xa6, 0xaa, 0xff, 0xff, 0x75, 0x72, 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a/examples/mnist_cnn/mnist_train.py +++ b/examples/mnist_cnn/mnist_train.py @@ -86,6 +86,7 @@ def generate_test_files(out_dir, x, y, samples_per_class=5): def generate_tinymaix_model(h5_file, + out_file : str, input_shape : tuple[int], output_shape : tuple[int], tools_dir, @@ -99,7 +100,7 @@ def generate_tinymaix_model(h5_file, # Convert .h5 to .tflite file assert h5_file.endswith('.h5'), 'Keras model HDF5 file must end with .h5' - tflite_file = h5_file.replace('.h5', '.tflite') + tflite_file = out_file + '.tflite' args = [ python_bin, @@ -157,26 +158,26 @@ def main(): tinymaix_tools_dir = '../../dependencies/TinyMaix/tools' assert os.path.exists(tinymaix_tools_dir), tinymaix_tools_dir - quantize_data = None # disables quantization - quantize_data = os.path.join(tinymaix_tools_dir, 'quant_img_mnist/') - if quantize_data is not None: - assert os.path.exists(quantize_data) - precision = 'int8' if quantize_data else 'fp32' - # Run training train_mnist(h5_file) - #data = x_test[1] - # Export the model using TinyMaix - out = generate_tinymaix_model(h5_file, - input_shape=(28,28,1), - output_shape=(1,), - tools_dir=tinymaix_tools_dir, - precision=precision, - quantize_data=quantize_data, - ) - print('Wrote model to', out) + # both with quantization and without + for config in ('int8', 'fp32'): + if config == 'int8': + quantize_data = os.path.join(tinymaix_tools_dir, 'quant_img_mnist/') + else: + quantize_data = None # disables quantization + + out = generate_tinymaix_model(h5_file, + out_file=h5_file.replace('.h5', '')+f'_{config}', + input_shape=(28,28,1), + output_shape=(1,), + tools_dir=tinymaix_tools_dir, + precision=config, + quantize_data=quantize_data, + ) + print('Wrote model to', out) if __name__ == '__main__': main() diff --git a/examples/mnist_cnn/package.json b/examples/mnist_cnn/package.json index 54e7dba..2b42079 100644 --- a/examples/mnist_cnn/package.json +++ b/examples/mnist_cnn/package.json @@ -7,7 +7,8 @@ "readme": "github:emlearn/emlearn-micropython/blob/master/examples/mnist_cnn/README.md", "keywords": "machinelearning,cnn,convolutionalneuralnetwork,classification,mnist,digits", "urls": [ - ["fs:mnist_cnn.tmdl", "mnist_cnn.tmdl"], + ["fs:mnist_cnn_int8.tmdl", "mnist_cnn_int8.tmdl"], + ["fs:mnist_cnn_fp32.tmdl", "mnist_cnn_fp32.tmdl"], ["fs:data/mnist_example_0.bin", "data/mnist_example_0.bin"], ["fs:data/mnist_example_1.bin", "data/mnist_example_1.bin"], ["fs:data/mnist_example_2.bin", "data/mnist_example_2.bin"], diff --git a/tests/test_cnn.py b/tests/test_cnn.py index b1b3aa0..190ed5e 100644 --- a/tests/test_cnn.py +++ b/tests/test_cnn.py @@ -1,16 +1,18 @@ import array -import emlearn_cnn +import emlearn_cnn_int8 +import emlearn_cnn_fp32 -MNIST_MODEL = 'examples/mnist_cnn/mnist_cnn.tmdl' +MNIST_MODEL_INT8 = 'examples/mnist_cnn/mnist_cnn_int8.tmdl' +MNIST_MODEL_FP32 = 'examples/mnist_cnn/mnist_cnn_fp32.tmdl' MNIST_DATA_DIR = 'examples/mnist_cnn/data/' def test_cnn_create(): model = None - with open(MNIST_MODEL, 'rb') as f: + with open(MNIST_MODEL_FP32, 'rb') as f: model_data = array.array('B', f.read()) - model = emlearn_cnn.new(model_data) + model = emlearn_cnn_fp32.new(model_data) out_shape = model.output_dimensions() assert out_shape == (10,), (out_shape) @@ -48,12 +50,12 @@ def argmax(arr): return idx_max -def test_cnn_mnist(): +def check_cnn_mnist(cnn_module, model_path): model = None - with open(MNIST_MODEL, 'rb') as f: + with open(model_path, 'rb') as f: model_data = array.array('B', f.read()) - model = emlearn_cnn.new(model_data) + model = cnn_module.new(model_data) probabilities = array.array('f', (-1 for _ in range(10))) @@ -75,6 +77,14 @@ def test_cnn_mnist(): assert correct >= 9, correct +def test_cnn_mnist_int8(): + check_cnn_mnist(emlearn_cnn_int8, MNIST_MODEL_INT8) + + +def test_cnn_mnist_fp32(): + check_cnn_mnist(emlearn_cnn_fp32, MNIST_MODEL_FP32) + test_cnn_create() -test_cnn_mnist() +test_cnn_mnist_int8() +test_cnn_mnist_fp32() From cf954d3d8732808a3727b34d7b7359ce387ad7f2 Mon Sep 17 00:00:00 2001 From: Jon Nordby Date: Thu, 9 Jan 2025 00:59:10 +0100 Subject: [PATCH 3/4] cnn: Disable debug --- src/tinymaix_cnn/mod_cnn.c | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/tinymaix_cnn/mod_cnn.c b/src/tinymaix_cnn/mod_cnn.c index b6312fd..135f1ce 100644 --- a/src/tinymaix_cnn/mod_cnn.c +++ b/src/tinymaix_cnn/mod_cnn.c @@ -13,7 +13,7 @@ #include -#define DEBUG (1) +#define DEBUG (0) // memset is used by some standard C constructs From 4761fbad0863acc9790b77f231c4995336e8f20c Mon Sep 17 00:00:00 2001 From: Jon Nordby Date: Thu, 9 Jan 2025 01:20:06 +0100 Subject: [PATCH 4/4] cnn: Try to avoid double operations --- dependencies/TinyMaix | 2 +- src/tinymaix_cnn/Makefile | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/dependencies/TinyMaix b/dependencies/TinyMaix index 09ae9b7..7bcb087 160000 --- a/dependencies/TinyMaix +++ b/dependencies/TinyMaix @@ -1 +1 @@ -Subproject commit 09ae9b70ecb1eb3afff8b669db46a49a1b1605ef +Subproject commit 7bcb087b6a8ff69fa3e2ac89e67df5b35aa86df9 diff --git a/src/tinymaix_cnn/Makefile b/src/tinymaix_cnn/Makefile index ee71fe4..affaba7 100644 --- a/src/tinymaix_cnn/Makefile +++ b/src/tinymaix_cnn/Makefile @@ -72,6 +72,6 @@ _addsubdf3.o: _arm_addsubdf3.o: $(CROSS)ar -x $(LIBGCC_FILENAME) $(SOFTFP_O) -CFLAGS += -I$(CONFIG_DIR) -I$(TINYMAIX_DIR)/include -I$(TINYMAIX_DIR)/src -Wno-error=unused-variable -Wno-error=multichar +CFLAGS += -I$(CONFIG_DIR) -I$(TINYMAIX_DIR)/include -I$(TINYMAIX_DIR)/src -Wno-error=unused-variable -Wno-error=multichar -Wdouble-promotion dist: $(DIST_FILE)