XM-01/XM-01_CAN/.ai/model_model.tflite_c_info.json
2025-05-22 15:20:22 +08:00

4330 lines
90 KiB
JSON

{
"buffers": [
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 30,
"start": 27
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 385,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_11_output_array",
"nbits": 32,
"offset_start": 20736,
"qmn": {},
"shape": [
16,
16,
16
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 16384
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 469,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_11_weights_array",
"nbits": 32,
"offset_start": 4032,
"qmn": {},
"shape": [
16,
3,
3,
1
],
"shape_map": [
"CH_IN",
"H",
"W",
"CH"
],
"size_bytes": 576
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": true,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 478,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_12_bias_array",
"nbits": 32,
"offset_start": 5632,
"qmn": {},
"shape": [
16
],
"shape_map": [
"CH"
],
"size_bytes": 64
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 33,
"start": 29
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 387,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_12_output_array",
"nbits": 32,
"offset_start": 19712,
"qmn": {},
"shape": [
16,
16,
16
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 16384
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 31,
"start": 28
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS|STAI_FLAG_SCRATCHS",
"format": "STAI_FORMAT_FLOAT",
"id": 597,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_12_scratch0_array",
"nbits": 32,
"offset_start": 16384,
"qmn": {},
"shape": [
1,
1,
16,
1
],
"shape_map": [
"H",
"W",
"CH",
"CH_IN"
],
"size_bytes": 64
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": false,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 475,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_12_weights_array",
"nbits": 32,
"offset_start": 4608,
"qmn": {},
"shape": [
16,
1,
1,
16
],
"shape_map": [
"CH",
"H",
"W",
"CH_IN"
],
"size_bytes": 1024
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 38,
"start": 34
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 391,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_13_output_array",
"nbits": 32,
"offset_start": 17472,
"qmn": {},
"shape": [
16,
16,
16
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 16384
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 481,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_13_weights_array",
"nbits": 32,
"offset_start": 5696,
"qmn": {},
"shape": [
16,
3,
3,
1
],
"shape_map": [
"CH_IN",
"H",
"W",
"CH"
],
"size_bytes": 576
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": true,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 490,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_14_bias_array",
"nbits": 32,
"offset_start": 7296,
"qmn": {},
"shape": [
16
],
"shape_map": [
"CH"
],
"size_bytes": 64
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 42,
"start": 37
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 393,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_14_output_array",
"nbits": 32,
"offset_start": 16448,
"qmn": {},
"shape": [
16,
16,
16
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 16384
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 39,
"start": 36
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS|STAI_FLAG_SCRATCHS",
"format": "STAI_FORMAT_FLOAT",
"id": 605,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_14_scratch0_array",
"nbits": 32,
"offset_start": 16384,
"qmn": {},
"shape": [
1,
1,
16,
1
],
"shape_map": [
"H",
"W",
"CH",
"CH_IN"
],
"size_bytes": 64
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": false,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 487,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_14_weights_array",
"nbits": 32,
"offset_start": 6272,
"qmn": {},
"shape": [
16,
1,
1,
16
],
"shape_map": [
"CH",
"H",
"W",
"CH_IN"
],
"size_bytes": 1024
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 52,
"start": 48
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 401,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_16_output_array",
"nbits": 32,
"offset_start": 8256,
"qmn": {},
"shape": [
8,
8,
16
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 4096
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 499,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_16_weights_array",
"nbits": 32,
"offset_start": 9536,
"qmn": {},
"shape": [
16,
3,
3,
1
],
"shape_map": [
"CH_IN",
"H",
"W",
"CH"
],
"size_bytes": 576
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": true,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 508,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_17_bias_array",
"nbits": 32,
"offset_start": 12160,
"qmn": {},
"shape": [
32
],
"shape_map": [
"CH"
],
"size_bytes": 128
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 55,
"start": 51
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 403,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_17_output_array",
"nbits": 32,
"offset_start": 12352,
"qmn": {},
"shape": [
8,
8,
32
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 8192
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 53,
"start": 50
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS|STAI_FLAG_SCRATCHS",
"format": "STAI_FORMAT_FLOAT",
"id": 620,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_17_scratch0_array",
"nbits": 32,
"offset_start": 0,
"qmn": {},
"shape": [
1,
1,
16,
1
],
"shape_map": [
"H",
"W",
"CH",
"CH_IN"
],
"size_bytes": 64
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": false,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 505,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_17_weights_array",
"nbits": 32,
"offset_start": 10112,
"qmn": {},
"shape": [
32,
1,
1,
16
],
"shape_map": [
"CH",
"H",
"W",
"CH_IN"
],
"size_bytes": 2048
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": true,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 514,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_18_bias_array",
"nbits": 32,
"offset_start": 13440,
"qmn": {},
"shape": [
32
],
"shape_map": [
"CH"
],
"size_bytes": 128
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 60,
"start": 56
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 407,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_18_output_array",
"nbits": 32,
"offset_start": 8256,
"qmn": {},
"shape": [
8,
8,
32
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 8192
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 511,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_18_weights_array",
"nbits": 32,
"offset_start": 12288,
"qmn": {},
"shape": [
32,
3,
3,
1
],
"shape_map": [
"CH_IN",
"H",
"W",
"CH"
],
"size_bytes": 1152
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": true,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 520,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_19_bias_array",
"nbits": 32,
"offset_start": 17664,
"qmn": {},
"shape": [
32
],
"shape_map": [
"CH"
],
"size_bytes": 128
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 64,
"start": 59
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 409,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_19_output_array",
"nbits": 32,
"offset_start": 16576,
"qmn": {},
"shape": [
8,
8,
32
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 8192
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 61,
"start": 58
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS|STAI_FLAG_SCRATCHS",
"format": "STAI_FORMAT_FLOAT",
"id": 628,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_19_scratch0_array",
"nbits": 32,
"offset_start": 16448,
"qmn": {},
"shape": [
1,
1,
32,
1
],
"shape_map": [
"H",
"W",
"CH",
"CH_IN"
],
"size_bytes": 128
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": false,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 517,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_19_weights_array",
"nbits": 32,
"offset_start": 13568,
"qmn": {},
"shape": [
32,
1,
1,
32
],
"shape_map": [
"CH",
"H",
"W",
"CH_IN"
],
"size_bytes": 4096
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": true,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 496,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_20_bias_array",
"nbits": 32,
"offset_start": 9408,
"qmn": {},
"shape": [
32
],
"shape_map": [
"CH"
],
"size_bytes": 128
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 63,
"start": 46
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 399,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_20_output_array",
"nbits": 32,
"offset_start": 64,
"qmn": {},
"shape": [
8,
8,
32
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 8192
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 47,
"start": 45
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS|STAI_FLAG_SCRATCHS",
"format": "STAI_FORMAT_FLOAT",
"id": 612,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_20_scratch0_array",
"nbits": 32,
"offset_start": 0,
"qmn": {},
"shape": [
1,
1,
16,
1
],
"shape_map": [
"H",
"W",
"CH",
"CH_IN"
],
"size_bytes": 64
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": false,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 493,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_20_weights_array",
"nbits": 32,
"offset_start": 7360,
"qmn": {},
"shape": [
32,
1,
1,
16
],
"shape_map": [
"CH",
"H",
"W",
"CH_IN"
],
"size_bytes": 2048
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 70,
"start": 67
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 415,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_22_output_array",
"nbits": 32,
"offset_start": 8192,
"qmn": {},
"shape": [
8,
8,
32
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 8192
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 523,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_22_weights_array",
"nbits": 32,
"offset_start": 17792,
"qmn": {},
"shape": [
32,
3,
3,
1
],
"shape_map": [
"CH_IN",
"H",
"W",
"CH"
],
"size_bytes": 1152
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": true,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 532,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_23_bias_array",
"nbits": 32,
"offset_start": 23040,
"qmn": {},
"shape": [
32
],
"shape_map": [
"CH"
],
"size_bytes": 128
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 73,
"start": 69
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 417,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_23_output_array",
"nbits": 32,
"offset_start": 16512,
"qmn": {},
"shape": [
8,
8,
32
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 8192
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 71,
"start": 68
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS|STAI_FLAG_SCRATCHS",
"format": "STAI_FORMAT_FLOAT",
"id": 636,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_23_scratch0_array",
"nbits": 32,
"offset_start": 16384,
"qmn": {},
"shape": [
1,
1,
32,
1
],
"shape_map": [
"H",
"W",
"CH",
"CH_IN"
],
"size_bytes": 128
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": false,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 529,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_23_weights_array",
"nbits": 32,
"offset_start": 18944,
"qmn": {},
"shape": [
32,
1,
1,
32
],
"shape_map": [
"CH",
"H",
"W",
"CH_IN"
],
"size_bytes": 4096
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 78,
"start": 74
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 421,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_24_output_array",
"nbits": 32,
"offset_start": 16384,
"qmn": {},
"shape": [
8,
8,
32
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 8192
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 535,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_24_weights_array",
"nbits": 32,
"offset_start": 23168,
"qmn": {},
"shape": [
32,
3,
3,
1
],
"shape_map": [
"CH_IN",
"H",
"W",
"CH"
],
"size_bytes": 1152
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": true,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 544,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_25_bias_array",
"nbits": 32,
"offset_start": 28416,
"qmn": {},
"shape": [
32
],
"shape_map": [
"CH"
],
"size_bytes": 128
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 82,
"start": 77
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 423,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_25_output_array",
"nbits": 32,
"offset_start": 24576,
"qmn": {},
"shape": [
8,
8,
32
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 8192
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 79,
"start": 76
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS|STAI_FLAG_SCRATCHS",
"format": "STAI_FORMAT_FLOAT",
"id": 644,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_25_scratch0_array",
"nbits": 32,
"offset_start": 8192,
"qmn": {},
"shape": [
1,
1,
32,
1
],
"shape_map": [
"H",
"W",
"CH",
"CH_IN"
],
"size_bytes": 128
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": false,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 541,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_25_weights_array",
"nbits": 32,
"offset_start": 24320,
"qmn": {},
"shape": [
32,
1,
1,
32
],
"shape_map": [
"CH",
"H",
"W",
"CH_IN"
],
"size_bytes": 4096
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": true,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 442,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_4_bias_array",
"nbits": 32,
"offset_start": 576,
"qmn": {},
"shape": [
16
],
"shape_map": [
"CH"
],
"size_bytes": 64
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 23,
"start": 5
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 369,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_4_output_array",
"nbits": 32,
"offset_start": 20672,
"qmn": {},
"shape": [
16,
16,
16
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 16384
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 7,
"start": 3
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS|STAI_FLAG_SCRATCHS",
"format": "STAI_FORMAT_FLOAT",
"id": 569,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_4_scratch0_array",
"nbits": 32,
"offset_start": 20636,
"qmn": {},
"shape": [
3,
3,
1,
1
],
"shape_map": [
"H",
"W",
"CH",
"CH_IN"
],
"size_bytes": 36
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 8,
"start": 4
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS|STAI_FLAG_SCRATCHS",
"format": "STAI_FORMAT_FLOAT",
"id": 573,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_4_scratch1_array",
"nbits": 32,
"offset_start": 12444,
"qmn": {},
"shape": [
2,
32,
16,
1
],
"shape_map": [
"H",
"W",
"CH",
"CH_IN"
],
"size_bytes": 4096
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": false,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 439,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_4_weights_array",
"nbits": 32,
"offset_start": 0,
"qmn": {},
"shape": [
16,
3,
3,
1
],
"shape_map": [
"CH",
"H",
"W",
"CH_IN"
],
"size_bytes": 576
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": true,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 448,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_6_bias_array",
"nbits": 32,
"offset_start": 1216,
"qmn": {},
"shape": [
16
],
"shape_map": [
"CH"
],
"size_bytes": 64
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 12,
"start": 9
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 371,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_6_output_array",
"nbits": 32,
"offset_start": 4288,
"qmn": {},
"shape": [
16,
16,
16
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 16384
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 445,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_6_weights_array",
"nbits": 32,
"offset_start": 640,
"qmn": {},
"shape": [
16,
3,
3,
1
],
"shape_map": [
"CH_IN",
"H",
"W",
"CH"
],
"size_bytes": 576
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": true,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 454,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_7_bias_array",
"nbits": 32,
"offset_start": 2304,
"qmn": {},
"shape": [
16
],
"shape_map": [
"CH"
],
"size_bytes": 64
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 15,
"start": 11
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 373,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_7_output_array",
"nbits": 32,
"offset_start": 3264,
"qmn": {},
"shape": [
16,
16,
16
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 16384
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 13,
"start": 10
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS|STAI_FLAG_SCRATCHS",
"format": "STAI_FORMAT_FLOAT",
"id": 581,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_7_scratch0_array",
"nbits": 32,
"offset_start": 37056,
"qmn": {},
"shape": [
1,
1,
16,
1
],
"shape_map": [
"H",
"W",
"CH",
"CH_IN"
],
"size_bytes": 64
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": false,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 451,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_7_weights_array",
"nbits": 32,
"offset_start": 1280,
"qmn": {},
"shape": [
16,
1,
1,
16
],
"shape_map": [
"CH",
"H",
"W",
"CH_IN"
],
"size_bytes": 1024
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 20,
"start": 16
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 377,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_8_output_array",
"nbits": 32,
"offset_start": 1024,
"qmn": {},
"shape": [
16,
16,
16
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 16384
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 457,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_8_weights_array",
"nbits": 32,
"offset_start": 2368,
"qmn": {},
"shape": [
16,
3,
3,
1
],
"shape_map": [
"CH_IN",
"H",
"W",
"CH"
],
"size_bytes": 576
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": true,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 466,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_9_bias_array",
"nbits": 32,
"offset_start": 3968,
"qmn": {},
"shape": [
16
],
"shape_map": [
"CH"
],
"size_bytes": 64
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 24,
"start": 19
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 379,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_9_output_array",
"nbits": 32,
"offset_start": 0,
"qmn": {},
"shape": [
16,
16,
16
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 16384
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 21,
"start": 18
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS|STAI_FLAG_SCRATCHS",
"format": "STAI_FORMAT_FLOAT",
"id": 589,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "conv2d_9_scratch0_array",
"nbits": 32,
"offset_start": 37056,
"qmn": {},
"shape": [
1,
1,
16,
1
],
"shape_map": [
"H",
"W",
"CH",
"CH_IN"
],
"size_bytes": 64
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": false,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 463,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "conv2d_9_weights_array",
"nbits": 32,
"offset_start": 2944,
"qmn": {},
"shape": [
16,
1,
1,
16
],
"shape_map": [
"CH",
"H",
"W",
"CH_IN"
],
"size_bytes": 1024
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 26,
"start": 22
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 381,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "eltwise_10_output_array",
"nbits": 32,
"offset_start": 20672,
"qmn": {},
"shape": [
16,
16,
16
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 16384
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 44,
"start": 40
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 395,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "eltwise_15_output_array",
"nbits": 32,
"offset_start": 0,
"qmn": {},
"shape": [
16,
16,
16
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 16384
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 66,
"start": 62
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 411,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "eltwise_21_output_array",
"nbits": 32,
"offset_start": 8256,
"qmn": {},
"shape": [
8,
8,
32
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 8192
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 84,
"start": 80
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 425,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "eltwise_26_output_array",
"nbits": 32,
"offset_start": 8192,
"qmn": {},
"shape": [
8,
8,
32
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 8192
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": true,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 551,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "gemm_28_bias_array",
"nbits": 32,
"offset_start": 29120,
"qmn": {},
"shape": [
32
],
"shape_map": [
"CH"
],
"size_bytes": 128
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": true,
"epochs": {
"end": 90,
"start": 87
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 431,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "gemm_28_output_array",
"nbits": 32,
"offset_start": 0,
"qmn": {},
"shape": [
32
],
"shape_map": [
"CH"
],
"size_bytes": 128
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": true,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_LUT4_FLOAT",
"id": 548,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "gemm_28_weights_array",
"nbits": 4,
"offset_start": 28544,
"qmn": {},
"shape": [
32,
32
],
"shape_map": [
"CH",
"CH_IN"
],
"size_bytes": 576
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": true,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_FLOAT",
"id": 558,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "gemm_29_bias_array",
"nbits": 32,
"offset_start": 29360,
"qmn": {},
"shape": [
3
],
"shape_map": [
"CH"
],
"size_bytes": 12
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": true,
"epochs": {
"end": 94,
"start": 91
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 435,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "gemm_29_output_array",
"nbits": 32,
"offset_start": 0,
"qmn": {},
"shape": [
3
],
"shape_map": [
"CH"
],
"size_bytes": 12
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": true,
"epochs": {
"end": 1,
"start": 0
},
"flags": "STAI_FLAG_WEIGHTS|STAI_FLAG_CONST|STAI_FLAG_PREALLOCATED",
"format": "STAI_FORMAT_LUT4_FLOAT",
"id": 555,
"intq": {},
"is_param": true,
"mpool_id": 1,
"name": "gemm_29_weights_array",
"nbits": 4,
"offset_start": 29248,
"qmn": {},
"shape": [
3,
32
],
"shape_map": [
"CH",
"CH_IN"
],
"size_bytes": 112
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 41,
"start": 25
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 383,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "nl_10_nl_output_array",
"nbits": 32,
"offset_start": 0,
"qmn": {},
"shape": [
16,
16,
16
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 16384
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 35,
"start": 32
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 389,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "nl_12_nl_output_array",
"nbits": 32,
"offset_start": 19712,
"qmn": {},
"shape": [
16,
16,
16
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 16384
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 49,
"start": 43
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 397,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "nl_15_nl_output_array",
"nbits": 32,
"offset_start": 16384,
"qmn": {},
"shape": [
16,
16,
16
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 16384
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 57,
"start": 54
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 405,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "nl_17_nl_output_array",
"nbits": 32,
"offset_start": 20544,
"qmn": {},
"shape": [
8,
8,
32
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 8192
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 81,
"start": 65
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 413,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "nl_21_nl_output_array",
"nbits": 32,
"offset_start": 0,
"qmn": {},
"shape": [
8,
8,
32
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 8192
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 75,
"start": 72
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 419,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "nl_23_nl_output_array",
"nbits": 32,
"offset_start": 8192,
"qmn": {},
"shape": [
8,
8,
32
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 8192
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 86,
"start": 83
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 427,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "nl_26_nl_output_array",
"nbits": 32,
"offset_start": 0,
"qmn": {},
"shape": [
8,
8,
32
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 8192
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": true,
"epochs": {
"end": 92,
"start": 89
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 433,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "nl_28_nl_output_array",
"nbits": 32,
"offset_start": 128,
"qmn": {},
"shape": [
32
],
"shape_map": [
"CH"
],
"size_bytes": 128
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": true,
"epochs": {
"end": 95,
"start": 93
},
"flags": "STAI_FLAG_OUTPUTS|STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 437,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "nl_30_output_array",
"nbits": 32,
"offset_start": 12,
"qmn": {},
"shape": [
3
],
"shape_map": [
"CH"
],
"size_bytes": 12
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 17,
"start": 14
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 375,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "nl_7_nl_output_array",
"nbits": 32,
"offset_start": 3264,
"qmn": {},
"shape": [
16,
16,
16
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 16384
},
{
"alignment": 4,
"batch": 0,
"channel_first": false,
"channel_last": true,
"epochs": {
"end": 88,
"start": 85
},
"flags": "STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 429,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "pool_27_output_array",
"nbits": 32,
"offset_start": 8192,
"qmn": {},
"shape": [
1,
1,
32
],
"shape_map": [
"H",
"W",
"CH"
],
"size_bytes": 128
},
{
"alignment": 4,
"batch": 0,
"channel_first": true,
"channel_last": true,
"epochs": {
"end": 6,
"start": 2
},
"flags": "STAI_FLAG_INPUTS|STAI_FLAG_PREALLOCATED|STAI_FLAG_ACTIVATIONS",
"format": "STAI_FORMAT_FLOAT",
"id": 367,
"intq": {},
"is_param": false,
"mpool_id": 0,
"name": "serving_default_input0_output_array",
"nbits": 32,
"offset_start": 16540,
"qmn": {},
"shape": [
1024
],
"shape_map": [
"CH"
],
"size_bytes": 4096
}
],
"environment": {
"generated_model": {
"generated_time": "2025-05-19T13:07:49+0800",
"model_files": [
{
"name": "model_data_params.h",
"signature": "0x46a81d5aac2acd86799ab0e3954a3f24"
},
{
"name": "model_data_params.c",
"signature": "0xa2c16c3d6188c3091787fe3d5af3c891"
},
{
"name": "model_data.h",
"signature": "0xfc40c7a20bec23192120426358579a8a"
},
{
"name": "model_data.c",
"signature": "0x00caa92daee05ae7a4b5e92a9887b596"
},
{
"name": "model_config.h",
"signature": "0xabbb8224cc676646254e214e596b7d8b"
},
{
"name": "model.h",
"signature": "0x2f65c4a483d271fba22f560544e85c0c"
},
{
"name": "model.c",
"signature": "0x9682615e7a46b43e51e259197fcaa8db"
}
],
"name": "model"
},
"network_signature": "0x1e9c03d7869f1878",
"test_name": "",
"tools": [
{
"arguments": "generate --target stm32f4 --name model -m D:/Job_Work/Code/Z_Python/myEnv/model.tflite --compression high --verbosity 1 -O ram --workspace C:/Users/admin/AppData/Local/Temp/mxAI_workspace24283202520290017248046793415177393 --output C:/Users/admin/.stm32cubemx/model_output",
"environment": [
"STATS_TYPE=X-CUBE-AI"
],
"input_model": {
"model_files": [
{
"name": "model.tflite",
"signature": "0x391deb77460dcfce8d55e2fc3b80314e"
}
],
"n_params": 8419,
"name": "model",
"size": 33676,
"type": "tflite"
},
"name": "ST.EdgeAI.Core",
"version": "2.0.0-20049"
}
]
},
"graphs": [
{
"edges": [
{
"buffer": 369,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 47,
"port": 0
},
"id": 0,
"name": "n46-p0_n47-p0",
"start": {
"node_id": 46,
"port": 0
}
},
{
"buffer": 369,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 52,
"port": 0
},
"id": 1,
"name": "n46-p0_n52-p0",
"start": {
"node_id": 46,
"port": 0
}
},
{
"buffer": 371,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 48,
"port": 0
},
"id": 2,
"name": "n47-p0_n48-p0",
"start": {
"node_id": 47,
"port": 0
}
},
{
"buffer": 373,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 49,
"port": 0
},
"id": 3,
"name": "n48-p0_n49-p0",
"start": {
"node_id": 48,
"port": 0
}
},
{
"buffer": 375,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 50,
"port": 0
},
"id": 4,
"name": "n49-p0_n50-p0",
"start": {
"node_id": 49,
"port": 0
}
},
{
"buffer": 377,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 51,
"port": 0
},
"id": 5,
"name": "n50-p0_n51-p0",
"start": {
"node_id": 50,
"port": 0
}
},
{
"buffer": 379,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 52,
"port": 1
},
"id": 6,
"name": "n51-p0_n52-p1",
"start": {
"node_id": 51,
"port": 0
}
},
{
"buffer": 381,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 53,
"port": 0
},
"id": 7,
"name": "n52-p0_n53-p0",
"start": {
"node_id": 52,
"port": 0
}
},
{
"buffer": 383,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 54,
"port": 0
},
"id": 8,
"name": "n53-p0_n54-p0",
"start": {
"node_id": 53,
"port": 0
}
},
{
"buffer": 383,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 59,
"port": 0
},
"id": 9,
"name": "n53-p0_n59-p0",
"start": {
"node_id": 53,
"port": 0
}
},
{
"buffer": 385,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 55,
"port": 0
},
"id": 10,
"name": "n54-p0_n55-p0",
"start": {
"node_id": 54,
"port": 0
}
},
{
"buffer": 387,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 56,
"port": 0
},
"id": 11,
"name": "n55-p0_n56-p0",
"start": {
"node_id": 55,
"port": 0
}
},
{
"buffer": 389,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 57,
"port": 0
},
"id": 12,
"name": "n56-p0_n57-p0",
"start": {
"node_id": 56,
"port": 0
}
},
{
"buffer": 391,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 58,
"port": 0
},
"id": 13,
"name": "n57-p0_n58-p0",
"start": {
"node_id": 57,
"port": 0
}
},
{
"buffer": 393,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 59,
"port": 1
},
"id": 14,
"name": "n58-p0_n59-p1",
"start": {
"node_id": 58,
"port": 0
}
},
{
"buffer": 395,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 60,
"port": 0
},
"id": 15,
"name": "n59-p0_n60-p0",
"start": {
"node_id": 59,
"port": 0
}
},
{
"buffer": 397,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 62,
"port": 0
},
"id": 16,
"name": "n60-p0_n62-p0",
"start": {
"node_id": 60,
"port": 0
}
},
{
"buffer": 397,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 61,
"port": 0
},
"id": 17,
"name": "n60-p0_n61-p0",
"start": {
"node_id": 60,
"port": 0
}
},
{
"buffer": 399,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 67,
"port": 0
},
"id": 18,
"name": "n61-p0_n67-p0",
"start": {
"node_id": 61,
"port": 0
}
},
{
"buffer": 401,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 63,
"port": 0
},
"id": 19,
"name": "n62-p0_n63-p0",
"start": {
"node_id": 62,
"port": 0
}
},
{
"buffer": 403,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 64,
"port": 0
},
"id": 20,
"name": "n63-p0_n64-p0",
"start": {
"node_id": 63,
"port": 0
}
},
{
"buffer": 405,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 65,
"port": 0
},
"id": 21,
"name": "n64-p0_n65-p0",
"start": {
"node_id": 64,
"port": 0
}
},
{
"buffer": 407,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 66,
"port": 0
},
"id": 22,
"name": "n65-p0_n66-p0",
"start": {
"node_id": 65,
"port": 0
}
},
{
"buffer": 409,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 67,
"port": 1
},
"id": 23,
"name": "n66-p0_n67-p1",
"start": {
"node_id": 66,
"port": 0
}
},
{
"buffer": 411,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 68,
"port": 0
},
"id": 24,
"name": "n67-p0_n68-p0",
"start": {
"node_id": 67,
"port": 0
}
},
{
"buffer": 413,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 69,
"port": 0
},
"id": 25,
"name": "n68-p0_n69-p0",
"start": {
"node_id": 68,
"port": 0
}
},
{
"buffer": 413,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 74,
"port": 0
},
"id": 26,
"name": "n68-p0_n74-p0",
"start": {
"node_id": 68,
"port": 0
}
},
{
"buffer": 415,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 70,
"port": 0
},
"id": 27,
"name": "n69-p0_n70-p0",
"start": {
"node_id": 69,
"port": 0
}
},
{
"buffer": 417,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 71,
"port": 0
},
"id": 28,
"name": "n70-p0_n71-p0",
"start": {
"node_id": 70,
"port": 0
}
},
{
"buffer": 419,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 72,
"port": 0
},
"id": 29,
"name": "n71-p0_n72-p0",
"start": {
"node_id": 71,
"port": 0
}
},
{
"buffer": 421,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 73,
"port": 0
},
"id": 30,
"name": "n72-p0_n73-p0",
"start": {
"node_id": 72,
"port": 0
}
},
{
"buffer": 423,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 74,
"port": 1
},
"id": 31,
"name": "n73-p0_n74-p1",
"start": {
"node_id": 73,
"port": 0
}
},
{
"buffer": 425,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 75,
"port": 0
},
"id": 32,
"name": "n74-p0_n75-p0",
"start": {
"node_id": 74,
"port": 0
}
},
{
"buffer": 427,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 76,
"port": 0
},
"id": 33,
"name": "n75-p0_n76-p0",
"start": {
"node_id": 75,
"port": 0
}
},
{
"buffer": 429,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 77,
"port": 0
},
"id": 34,
"name": "n76-p0_n77-p0",
"start": {
"node_id": 76,
"port": 0
}
},
{
"buffer": 431,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 78,
"port": 0
},
"id": 35,
"name": "n77-p0_n78-p0",
"start": {
"node_id": 77,
"port": 0
}
},
{
"buffer": 433,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 79,
"port": 0
},
"id": 36,
"name": "n78-p0_n79-p0",
"start": {
"node_id": 78,
"port": 0
}
},
{
"buffer": 435,
"edge_kind": "EDGE_MEMORY",
"end": {
"node_id": 80,
"port": 0
},
"id": 37,
"name": "n79-p0_n80-p0",
"start": {
"node_id": 79,
"port": 0
}
}
],
"id": 0,
"inputs": [
367
],
"name": "model",
"nodes": [
{
"attributes": {
"dilation": "{H: 1, W: 1}",
"filter_size": "(3, 3)",
"groups": "1",
"is_depthwise": "False",
"is_grouped_conv": "False",
"nonlinearity": "relu",
"num_filters": "16",
"pad": "{H: (1, 1), W: (1, 1)}",
"pool_function": "avg",
"pool_pad": "{H: (0, 1), W: (0, 1)}",
"pool_size": "(2, 2)",
"pool_stride": "(2, 2)",
"stride": "(1, 1)",
"use_bias": "True",
"weights_prefetch": "True"
},
"description": "Conv2D",
"id": 46,
"inputs": [
367,
439,
442
],
"macc": 180240,
"mapping": "NODE_SW",
"name": "conv2d_4",
"original_nodes": [
"5"
],
"outputs": [
369
],
"scratchs": [
569,
573
],
"subgraph_nodes": [],
"sw_functions": [
"forward_conv2d_if32of32wf32_nl_pool"
]
},
{
"attributes": {
"dilation": "{H: 1, W: 1}",
"filter_size": "(3, 3)",
"groups": "16",
"is_depthwise": "True",
"is_grouped_conv": "False",
"num_filters": "1",
"pad": "{H: (1, 1), W: (1, 1)}",
"stride": "(1, 1)",
"use_bias": "True"
},
"description": "Conv2D",
"id": 47,
"inputs": [
369,
445,
448
],
"macc": 36880,
"mapping": "NODE_SW",
"name": "conv2d_6",
"original_nodes": [
"6"
],
"outputs": [
371
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_dw_if32of32wf32"
]
},
{
"attributes": {
"dilation": "{H: 1, W: 1}",
"filter_size": "(1, 1)",
"groups": "1",
"is_depthwise": "False",
"is_grouped_conv": "False",
"num_filters": "16",
"pad": "{H: (0, 0), W: (0, 0)}",
"stride": "(1, 1)",
"use_bias": "True",
"weights_prefetch": "True"
},
"description": "Conv2D",
"id": 48,
"inputs": [
371,
451,
454
],
"macc": 65552,
"mapping": "NODE_SW",
"name": "conv2d_7",
"original_nodes": [
"7"
],
"outputs": [
373
],
"scratchs": [
581
],
"subgraph_nodes": [],
"sw_functions": [
"forward_conv2d_if32of32wf32"
]
},
{
"attributes": {
"nonlinearity": "relu"
},
"description": "Nonlinearity",
"id": 49,
"inputs": [
373
],
"macc": 4096,
"mapping": "NODE_SW",
"name": "nl_7_nl",
"original_nodes": [
"7"
],
"outputs": [
375
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_relu"
]
},
{
"attributes": {
"dilation": "{H: 1, W: 1}",
"filter_size": "(3, 3)",
"groups": "16",
"is_depthwise": "True",
"is_grouped_conv": "False",
"num_filters": "1",
"pad": "{H: (1, 1), W: (1, 1)}",
"stride": "(1, 1)",
"use_bias": "True"
},
"description": "Conv2D",
"id": 50,
"inputs": [
375,
457,
448
],
"macc": 36880,
"mapping": "NODE_SW",
"name": "conv2d_8",
"original_nodes": [
"8"
],
"outputs": [
377
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_dw_if32of32wf32"
]
},
{
"attributes": {
"dilation": "{H: 1, W: 1}",
"filter_size": "(1, 1)",
"groups": "1",
"is_depthwise": "False",
"is_grouped_conv": "False",
"num_filters": "16",
"pad": "{H: (0, 0), W: (0, 0)}",
"stride": "(1, 1)",
"use_bias": "True",
"weights_prefetch": "True"
},
"description": "Conv2D",
"id": 51,
"inputs": [
377,
463,
466
],
"macc": 65552,
"mapping": "NODE_SW",
"name": "conv2d_9",
"original_nodes": [
"9"
],
"outputs": [
379
],
"scratchs": [
589
],
"subgraph_nodes": [],
"sw_functions": [
"forward_conv2d_if32of32wf32"
]
},
{
"attributes": {
"operation": "add"
},
"description": "Eltwise",
"id": 52,
"inputs": [
369,
379
],
"macc": 4096,
"mapping": "NODE_SW",
"name": "eltwise_10",
"original_nodes": [
"10"
],
"outputs": [
381
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_eltwise"
]
},
{
"attributes": {
"nonlinearity": "relu"
},
"description": "Nonlinearity",
"id": 53,
"inputs": [
381
],
"macc": 4096,
"mapping": "NODE_SW",
"name": "nl_10_nl",
"original_nodes": [
"10"
],
"outputs": [
383
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_relu"
]
},
{
"attributes": {
"dilation": "{H: 1, W: 1}",
"filter_size": "(3, 3)",
"groups": "16",
"is_depthwise": "True",
"is_grouped_conv": "False",
"num_filters": "1",
"pad": "{H: (1, 1), W: (1, 1)}",
"stride": "(1, 1)",
"use_bias": "True"
},
"description": "Conv2D",
"id": 54,
"inputs": [
383,
469,
448
],
"macc": 36880,
"mapping": "NODE_SW",
"name": "conv2d_11",
"original_nodes": [
"11"
],
"outputs": [
385
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_dw_if32of32wf32"
]
},
{
"attributes": {
"dilation": "{H: 1, W: 1}",
"filter_size": "(1, 1)",
"groups": "1",
"is_depthwise": "False",
"is_grouped_conv": "False",
"num_filters": "16",
"pad": "{H: (0, 0), W: (0, 0)}",
"stride": "(1, 1)",
"use_bias": "True",
"weights_prefetch": "True"
},
"description": "Conv2D",
"id": 55,
"inputs": [
385,
475,
478
],
"macc": 65552,
"mapping": "NODE_SW",
"name": "conv2d_12",
"original_nodes": [
"12"
],
"outputs": [
387
],
"scratchs": [
597
],
"subgraph_nodes": [],
"sw_functions": [
"forward_conv2d_if32of32wf32"
]
},
{
"attributes": {
"nonlinearity": "relu"
},
"description": "Nonlinearity",
"id": 56,
"inputs": [
387
],
"macc": 4096,
"mapping": "NODE_SW",
"name": "nl_12_nl",
"original_nodes": [
"12"
],
"outputs": [
389
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_relu"
]
},
{
"attributes": {
"dilation": "{H: 1, W: 1}",
"filter_size": "(3, 3)",
"groups": "16",
"is_depthwise": "True",
"is_grouped_conv": "False",
"num_filters": "1",
"pad": "{H: (1, 1), W: (1, 1)}",
"stride": "(1, 1)",
"use_bias": "True"
},
"description": "Conv2D",
"id": 57,
"inputs": [
389,
481,
448
],
"macc": 36880,
"mapping": "NODE_SW",
"name": "conv2d_13",
"original_nodes": [
"13"
],
"outputs": [
391
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_dw_if32of32wf32"
]
},
{
"attributes": {
"dilation": "{H: 1, W: 1}",
"filter_size": "(1, 1)",
"groups": "1",
"is_depthwise": "False",
"is_grouped_conv": "False",
"num_filters": "16",
"pad": "{H: (0, 0), W: (0, 0)}",
"stride": "(1, 1)",
"use_bias": "True",
"weights_prefetch": "True"
},
"description": "Conv2D",
"id": 58,
"inputs": [
391,
487,
490
],
"macc": 65552,
"mapping": "NODE_SW",
"name": "conv2d_14",
"original_nodes": [
"14"
],
"outputs": [
393
],
"scratchs": [
605
],
"subgraph_nodes": [],
"sw_functions": [
"forward_conv2d_if32of32wf32"
]
},
{
"attributes": {
"operation": "add"
},
"description": "Eltwise",
"id": 59,
"inputs": [
383,
393
],
"macc": 4096,
"mapping": "NODE_SW",
"name": "eltwise_15",
"original_nodes": [
"15"
],
"outputs": [
395
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_eltwise"
]
},
{
"attributes": {
"nonlinearity": "relu"
},
"description": "Nonlinearity",
"id": 60,
"inputs": [
395
],
"macc": 4096,
"mapping": "NODE_SW",
"name": "nl_15_nl",
"original_nodes": [
"15"
],
"outputs": [
397
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_relu"
]
},
{
"attributes": {
"dilation": "{H: 1, W: 1}",
"filter_size": "(1, 1)",
"groups": "1",
"is_depthwise": "False",
"is_grouped_conv": "False",
"num_filters": "32",
"pad": "{H: (0, 0), W: (0, 0)}",
"stride": "(2, 2)",
"use_bias": "True",
"weights_prefetch": "True"
},
"description": "Conv2D",
"id": 61,
"inputs": [
397,
493,
496
],
"macc": 32800,
"mapping": "NODE_SW",
"name": "conv2d_20",
"original_nodes": [
"20"
],
"outputs": [
399
],
"scratchs": [
612
],
"subgraph_nodes": [],
"sw_functions": [
"forward_conv2d_if32of32wf32"
]
},
{
"attributes": {
"dilation": "{H: 1, W: 1}",
"filter_size": "(3, 3)",
"groups": "16",
"is_depthwise": "True",
"is_grouped_conv": "False",
"num_filters": "1",
"pad": "{H: (0, 2), W: (0, 2)}",
"stride": "(2, 2)",
"use_bias": "True"
},
"description": "Conv2D",
"id": 62,
"inputs": [
397,
499,
448
],
"macc": 9232,
"mapping": "NODE_SW",
"name": "conv2d_16",
"original_nodes": [
"16"
],
"outputs": [
401
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_dw_if32of32wf32"
]
},
{
"attributes": {
"dilation": "{H: 1, W: 1}",
"filter_size": "(1, 1)",
"groups": "1",
"is_depthwise": "False",
"is_grouped_conv": "False",
"num_filters": "32",
"pad": "{H: (0, 0), W: (0, 0)}",
"stride": "(1, 1)",
"use_bias": "True",
"weights_prefetch": "True"
},
"description": "Conv2D",
"id": 63,
"inputs": [
401,
505,
508
],
"macc": 32800,
"mapping": "NODE_SW",
"name": "conv2d_17",
"original_nodes": [
"17"
],
"outputs": [
403
],
"scratchs": [
620
],
"subgraph_nodes": [],
"sw_functions": [
"forward_conv2d_if32of32wf32"
]
},
{
"attributes": {
"nonlinearity": "relu"
},
"description": "Nonlinearity",
"id": 64,
"inputs": [
403
],
"macc": 2048,
"mapping": "NODE_SW",
"name": "nl_17_nl",
"original_nodes": [
"17"
],
"outputs": [
405
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_relu"
]
},
{
"attributes": {
"dilation": "{H: 1, W: 1}",
"filter_size": "(3, 3)",
"groups": "32",
"is_depthwise": "True",
"is_grouped_conv": "False",
"num_filters": "1",
"pad": "{H: (1, 1), W: (1, 1)}",
"stride": "(1, 1)",
"use_bias": "True"
},
"description": "Conv2D",
"id": 65,
"inputs": [
405,
511,
514
],
"macc": 18464,
"mapping": "NODE_SW",
"name": "conv2d_18",
"original_nodes": [
"18"
],
"outputs": [
407
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_dw_if32of32wf32"
]
},
{
"attributes": {
"dilation": "{H: 1, W: 1}",
"filter_size": "(1, 1)",
"groups": "1",
"is_depthwise": "False",
"is_grouped_conv": "False",
"num_filters": "32",
"pad": "{H: (0, 0), W: (0, 0)}",
"stride": "(1, 1)",
"use_bias": "True",
"weights_prefetch": "True"
},
"description": "Conv2D",
"id": 66,
"inputs": [
407,
517,
520
],
"macc": 65568,
"mapping": "NODE_SW",
"name": "conv2d_19",
"original_nodes": [
"19"
],
"outputs": [
409
],
"scratchs": [
628
],
"subgraph_nodes": [],
"sw_functions": [
"forward_conv2d_if32of32wf32"
]
},
{
"attributes": {
"operation": "add"
},
"description": "Eltwise",
"id": 67,
"inputs": [
399,
409
],
"macc": 2048,
"mapping": "NODE_SW",
"name": "eltwise_21",
"original_nodes": [
"21"
],
"outputs": [
411
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_eltwise"
]
},
{
"attributes": {
"nonlinearity": "relu"
},
"description": "Nonlinearity",
"id": 68,
"inputs": [
411
],
"macc": 2048,
"mapping": "NODE_SW",
"name": "nl_21_nl",
"original_nodes": [
"21"
],
"outputs": [
413
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_relu"
]
},
{
"attributes": {
"dilation": "{H: 1, W: 1}",
"filter_size": "(3, 3)",
"groups": "32",
"is_depthwise": "True",
"is_grouped_conv": "False",
"num_filters": "1",
"pad": "{H: (1, 1), W: (1, 1)}",
"stride": "(1, 1)",
"use_bias": "True"
},
"description": "Conv2D",
"id": 69,
"inputs": [
413,
523,
514
],
"macc": 18464,
"mapping": "NODE_SW",
"name": "conv2d_22",
"original_nodes": [
"22"
],
"outputs": [
415
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_dw_if32of32wf32"
]
},
{
"attributes": {
"dilation": "{H: 1, W: 1}",
"filter_size": "(1, 1)",
"groups": "1",
"is_depthwise": "False",
"is_grouped_conv": "False",
"num_filters": "32",
"pad": "{H: (0, 0), W: (0, 0)}",
"stride": "(1, 1)",
"use_bias": "True",
"weights_prefetch": "True"
},
"description": "Conv2D",
"id": 70,
"inputs": [
415,
529,
532
],
"macc": 65568,
"mapping": "NODE_SW",
"name": "conv2d_23",
"original_nodes": [
"23"
],
"outputs": [
417
],
"scratchs": [
636
],
"subgraph_nodes": [],
"sw_functions": [
"forward_conv2d_if32of32wf32"
]
},
{
"attributes": {
"nonlinearity": "relu"
},
"description": "Nonlinearity",
"id": 71,
"inputs": [
417
],
"macc": 2048,
"mapping": "NODE_SW",
"name": "nl_23_nl",
"original_nodes": [
"23"
],
"outputs": [
419
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_relu"
]
},
{
"attributes": {
"dilation": "{H: 1, W: 1}",
"filter_size": "(3, 3)",
"groups": "32",
"is_depthwise": "True",
"is_grouped_conv": "False",
"num_filters": "1",
"pad": "{H: (1, 1), W: (1, 1)}",
"stride": "(1, 1)",
"use_bias": "True"
},
"description": "Conv2D",
"id": 72,
"inputs": [
419,
535,
514
],
"macc": 18464,
"mapping": "NODE_SW",
"name": "conv2d_24",
"original_nodes": [
"24"
],
"outputs": [
421
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_dw_if32of32wf32"
]
},
{
"attributes": {
"dilation": "{H: 1, W: 1}",
"filter_size": "(1, 1)",
"groups": "1",
"is_depthwise": "False",
"is_grouped_conv": "False",
"num_filters": "32",
"pad": "{H: (0, 0), W: (0, 0)}",
"stride": "(1, 1)",
"use_bias": "True",
"weights_prefetch": "True"
},
"description": "Conv2D",
"id": 73,
"inputs": [
421,
541,
544
],
"macc": 65568,
"mapping": "NODE_SW",
"name": "conv2d_25",
"original_nodes": [
"25"
],
"outputs": [
423
],
"scratchs": [
644
],
"subgraph_nodes": [],
"sw_functions": [
"forward_conv2d_if32of32wf32"
]
},
{
"attributes": {
"operation": "add"
},
"description": "Eltwise",
"id": 74,
"inputs": [
413,
423
],
"macc": 2048,
"mapping": "NODE_SW",
"name": "eltwise_26",
"original_nodes": [
"26"
],
"outputs": [
425
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_eltwise"
]
},
{
"attributes": {
"nonlinearity": "relu"
},
"description": "Nonlinearity",
"id": 75,
"inputs": [
425
],
"macc": 2048,
"mapping": "NODE_SW",
"name": "nl_26_nl",
"original_nodes": [
"26"
],
"outputs": [
427
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_relu"
]
},
{
"attributes": {
"pool_function": "avg",
"pool_pad": "{H: (0, 0), W: (0, 0)}",
"pool_size": "[8, 8]",
"pool_stride": "[8, 8]"
},
"description": "Pool",
"id": 76,
"inputs": [
427
],
"macc": 2048,
"mapping": "NODE_SW",
"name": "pool_27",
"original_nodes": [
"27"
],
"outputs": [
429
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_ap"
]
},
{
"attributes": {
"compressed": "True",
"num_units": "32",
"use_bias": "True"
},
"description": "Dense",
"id": 77,
"inputs": [
429,
548,
551
],
"macc": 1056,
"mapping": "NODE_SW",
"name": "gemm_28",
"original_nodes": [
"28"
],
"outputs": [
431
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_dense"
]
},
{
"attributes": {
"nonlinearity": "relu"
},
"description": "Nonlinearity",
"id": 78,
"inputs": [
431
],
"macc": 32,
"mapping": "NODE_SW",
"name": "nl_28_nl",
"original_nodes": [
"28"
],
"outputs": [
433
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_relu"
]
},
{
"attributes": {
"compressed": "True",
"num_units": "3",
"use_bias": "True"
},
"description": "Dense",
"id": 79,
"inputs": [
433,
555,
558
],
"macc": 99,
"mapping": "NODE_SW",
"name": "gemm_29",
"original_nodes": [
"29"
],
"outputs": [
435
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_dense"
]
},
{
"attributes": {
"axis": "CH",
"nonlinearity": "softmax",
"orig_axis": "-1"
},
"description": "Nonlinearity",
"id": 80,
"inputs": [
435
],
"macc": 45,
"mapping": "NODE_SW",
"name": "nl_30",
"original_nodes": [
"30"
],
"outputs": [
437
],
"scratchs": [],
"subgraph_nodes": [],
"sw_functions": [
"forward_sm"
]
}
],
"original_inputs": [
{
"serving_default_input0": {
"data_type": "float32",
"shape": "(BATCH: 1, CH: 1024)"
}
}
],
"original_outputs": [
{
"nl_30": {
"data_type": "float32",
"shape": "(BATCH: 1, CH: 3)"
}
}
],
"outputs": [
437
]
}
],
"json_schema_version": "2.0",
"memory_footprint": {
"activations": 37120,
"io": [
0,
0
],
"kernel_flash": 29586,
"kernel_ram": 11236,
"series": "stm32f4",
"toolchain": "arm-none-eabi-gcc (GNU Tools for STM32 13.3.rel1.20240926-1715) 13.3.1 20240614",
"toolchain_flash": 638,
"toolchain_ram": 0,
"weights": 29372
},
"memory_pools": [
{
"address": "NULL",
"alignment": 4,
"attributes": {
"latency": "HIGH",
"score": 768,
"throughput": "LOW"
},
"buffers": [
367,
369,
371,
373,
375,
377,
379,
381,
383,
385,
387,
389,
391,
393,
395,
397,
399,
401,
403,
405,
407,
409,
411,
413,
415,
417,
419,
421,
423,
425,
427,
429,
431,
433,
435,
437,
569,
573,
581,
589,
597,
605,
612,
620,
628,
636,
644
],
"id": 0,
"name": "heap_overlay_pool",
"offset_start": 0,
"persistent": false,
"rights": "ACC_WRITE",
"size_bytes": -1,
"subpools": [],
"used_size_bytes": 37120,
"user_allocated": false,
"virtual": false
},
{
"address": "s_model_weights_array_u64",
"alignment": 0,
"attributes": {
"latency": "UNDEF",
"score": 0,
"throughput": "UNDEF"
},
"buffers": [
439,
442,
445,
448,
451,
454,
457,
463,
466,
469,
475,
478,
481,
487,
490,
493,
496,
499,
505,
508,
511,
514,
517,
520,
523,
529,
532,
535,
541,
544,
548,
551,
555,
558
],
"id": 1,
"name": "weights_array",
"offset_start": 0,
"persistent": true,
"rights": "ACC_READ",
"size_bytes": -1,
"subpools": [],
"used_size_bytes": 29372,
"user_allocated": false,
"virtual": false
}
]
}