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Layer by Layer TFLM vs TfLite python debug tool #2284

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merged 3 commits into from
Oct 20, 2023
Merged

Layer by Layer TFLM vs TfLite python debug tool #2284

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f3ba184
sync
turbotoribio Oct 20, 2023
aa24c72
style fixes
turbotoribio Oct 20, 2023
2e8c363
revert
turbotoribio Oct 20, 2023
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10 changes: 5 additions & 5 deletions tensorflow/lite/micro/kernels/xtensa/lstm_eval_hifi.cc
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You'll probably need to revert the changes in this file. These show up with newer versions of clang-format than what is installed on the docker image. It'll likely fail CI.

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yeah every time I run the script to format everything it gets added . I thought I excluded it when pushing the format changes , will revert right now !

Original file line number Diff line number Diff line change
Expand Up @@ -114,7 +114,7 @@ void calc_cell_state_without_cifg(int16_t* cell_state,
// residue iterations
#pragma concurrent
#pragma loop_count max = 7
for (i = 0; i < ((num_elms)&7); i++) {
for (i = 0; i < ((num_elms) & 7); i++) {
d_cs_r_0 = p16_cs_r[i];
d_fg_0 = p16_fg_r[i];
d_cg_0 = p16_cg_r[i];
Expand Down Expand Up @@ -179,7 +179,7 @@ void calc_cell_state_without_cifg(int16_t* cell_state,
// residue iterations
#pragma concurrent
#pragma loop_count max = 7
for (i = 0; i < ((num_elms)&7); i++) {
for (i = 0; i < ((num_elms) & 7); i++) {
d_cs_r_0 = p16_cs_r[i];
d_fg_0 = p16_fg_r[i];
d_cg_0 = p16_cg_r[i];
Expand Down Expand Up @@ -288,7 +288,7 @@ void calc_cell_state_with_cifg(int16_t* cell_state, const int16_t* forget_gate,
// residue iterations
#pragma concurrent
#pragma loop_count max = 7
for (i = 0; i < ((num_elms)&7); i++) {
for (i = 0; i < ((num_elms) & 7); i++) {
d_cs_r_0 = p16_cs_r[i];
d_fg_0 = p16_fg_r[i];
d_cg_0 = p16_cg_r[i];
Expand Down Expand Up @@ -353,7 +353,7 @@ void calc_cell_state_with_cifg(int16_t* cell_state, const int16_t* forget_gate,
// residue iterations
#pragma concurrent
#pragma loop_count max = 7
for (i = 0; i < ((num_elms)&7); i++) {
for (i = 0; i < ((num_elms) & 7); i++) {
d_cs_r_0 = p16_cs_r[i];
d_fg_0 = p16_fg_r[i];
d_cg_0 = p16_cg_r[i];
Expand Down Expand Up @@ -440,7 +440,7 @@ void xa_nn_elm_mul_16x16_asym8s(int8_t* output, const int16_t* input_1,
// residue iterations
#pragma concurrent
#pragma loop_count max = 7
for (int j = 0; j < ((num_elms)&7); j++) {
for (int j = 0; j < ((num_elms) & 7); j++) {
AE_L16_IP(data_a_0, (ae_int16*)tmp_input_1, 2);
AE_L16_IP(data_b_0, (ae_int16*)tmp_input_2, 2);

Expand Down
34 changes: 34 additions & 0 deletions tensorflow/lite/micro/tools/BUILD
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Original file line number Diff line number Diff line change
@@ -1,4 +1,5 @@
load("@rules_python//python:defs.bzl", "py_binary", "py_library", "py_test")
load("@flatbuffers//:build_defs.bzl", "flatbuffer_cc_library", "flatbuffer_py_library")
load("@tflm_pip_deps//:requirements.bzl", "requirement")
load("@pybind11_bazel//:build_defs.bzl", "pybind_extension")
load("//tensorflow:extra_rules.bzl", "tflm_application_friends")
Expand Down Expand Up @@ -140,6 +141,28 @@ py_library(
],
)

cc_binary(
name = "layer_by_layer_output_tool",
srcs = ["layer_by_layer.cc"],
deps = [
":layer_by_layer_schema",
"//tensorflow/lite/c:c_api_types",
"//tensorflow/lite/c:common",
"//tensorflow/lite/kernels:op_macros",
"//tensorflow/lite/micro:micro_allocator",
"//tensorflow/lite/micro:micro_context",
"//tensorflow/lite/micro:micro_framework",
"//tensorflow/lite/micro:micro_log",
"//tensorflow/lite/micro:micro_resource_variable",
"//tensorflow/lite/micro:micro_utils",
"//tensorflow/lite/micro:op_resolvers",
"//tensorflow/lite/micro/kernels:kernel_util",
"//tensorflow/lite/micro/tools/benchmarking:op_resolver",
"//tensorflow/lite/schema:schema_fbs",
"@flatbuffers",
],
)

py_binary(
name = "tflm_model_transforms",
srcs = ["tflm_model_transforms.py"],
Expand Down Expand Up @@ -180,6 +203,7 @@ py_binary(
python_version = "PY3",
srcs_version = "PY3",
deps = [
":layer_by_layer_schema_py",
":model_transforms_utils",
"@absl_py//absl:app",
"@absl_py//absl/flags",
Expand All @@ -188,3 +212,13 @@ py_binary(
"//tensorflow/lite/tools:flatbuffer_utils",
],
)

flatbuffer_cc_library(
name = "layer_by_layer_schema",
srcs = ["layer_by_layer_schema.fbs"],
)

flatbuffer_py_library(
name = "layer_by_layer_schema_py",
srcs = ["layer_by_layer_schema.fbs"],
)
1 change: 1 addition & 0 deletions tensorflow/lite/micro/tools/benchmarking/BUILD
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Original file line number Diff line number Diff line change
@@ -1,6 +1,7 @@
cc_library(
name = "op_resolver",
hdrs = ["op_resolver.h"],
visibility = ["//tensorflow/lite/micro/tools:__subpackages__"],
deps = ["//tensorflow/lite/micro:op_resolvers"],
)

Expand Down
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