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Unit tests
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‎Tests/UnitTest/RefactoredTestGen/test_plan.json‎

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"input_size" : 22,
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"hidden_size" : 3,
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"json_template": "lstm_s16.json"
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},
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{"name" : "lstm_stateful_batch_major_multibatch_s16",
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"time_major" : false,
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"batch_size" : 2,
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"time_steps" : 2,
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"input_size" : 6,
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"hidden_size" : 7,
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"json_template": "lstm_s16.json"
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}
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]
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},
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"time_steps" : 1,
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"input_size" : 22,
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"hidden_size" : 3
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},
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{"name" : "lstm_stateful_batch_major_multibatch",
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"time_major" : false,
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"batch_size" : 2,
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"time_steps" : 2,
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"input_size" : 6,
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"hidden_size" : 7
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}
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]
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},

‎Tests/UnitTest/TestCases/TestData/lstm_stateful_batch_major_multibatch/cell_gate_bias.h‎

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// Generated by generate_test_data.py using tensorflow version 2.18.0 (Keras version 3.14.1).
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// Interpreter from tflite_micro runtime version 0.dev20260203175027-g88f8587.
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#pragma once
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#include <stdint.h>
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const int32_t lstm_stateful_batch_major_multibatch_cell_gate_bias[7] = {0, 0, 0, 0, 0, 0, 0};

‎Tests/UnitTest/TestCases/TestData/lstm_stateful_batch_major_multibatch/cell_gate_hidden_weights.h‎

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// Generated by generate_test_data.py using tensorflow version 2.18.0 (Keras version 3.14.1).
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// Interpreter from tflite_micro runtime version 0.dev20260203175027-g88f8587.
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#pragma once
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#include <stdint.h>
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const int8_t lstm_stateful_batch_major_multibatch_cell_gate_hidden_weights[49] = {
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-20, -88, 87, 87, 109, -54, -12, 21, 2, -112, 44, -79, -97, -15, 123, 105, -122,
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-29, -83, 36, 58, 33, 59, -115, 127, -106, 101, -57, -97, -64, -39, 71, 4, -114,
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-94, 74, 34, -12, -118, -64, 104, 102, -36, -114, 117, 95, -1, 67, 81};

‎Tests/UnitTest/TestCases/TestData/lstm_stateful_batch_major_multibatch/cell_gate_input_weights.h‎

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// Generated by generate_test_data.py using tensorflow version 2.18.0 (Keras version 3.14.1).
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// Interpreter from tflite_micro runtime version 0.dev20260203175027-g88f8587.
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#pragma once
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#include <stdint.h>
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const int8_t lstm_stateful_batch_major_multibatch_cell_gate_input_weights[42] = {
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92, 100, -29, 127, 76, -74, 115, -81, 63, 4, 69, -81, 8, -25, 42, 99, 44, 101, 12, -25, 99,
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-70, -88, -41, 107, 65, 67, -31, 87, -54, -104, 95, 35, 21, 125, -87, 27, 78, -113, -114, 61, -101};

‎Tests/UnitTest/TestCases/TestData/lstm_stateful_batch_major_multibatch/config_data.h‎

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// Generated by generate_test_data.py using tensorflow version 2.18.0 (Keras version 3.14.1).
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// Interpreter from tflite_micro runtime version 0.dev20260203175027-g88f8587.
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#pragma once
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_TIME_MAJOR false
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_BATCH_SIZE 2
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_TIME_STEPS 2
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_INPUT_SIZE 6
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_HIDDEN_SIZE 7
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_CELL_SCALE_POWER -15
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_INPUT_ZERO_POINT 128
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_OUTPUT_ZERO_POINT 4
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_CELL_CLIP 32767
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_FORGET_TO_CELL_MULTIPLIER 1073741824
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_FORGET_TO_CELL_SHIFT -14
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_INPUT_TO_CELL_MULTIPLIER 1073741824
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_INPUT_TO_CELL_SHIFT -14
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_OUTPUT_MULTIPLIER 1993694592
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_OUTPUT_SHIFT -21
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_OUTPUT_GATE_HIDDEN_MULTIPLIER 1143723136
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_OUTPUT_GATE_HIDDEN_SHIFT -3
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_CELL_GATE_HIDDEN_MULTIPLIER 1164696448
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_CELL_GATE_HIDDEN_SHIFT -3
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_FORGET_GATE_HIDDEN_MULTIPLIER 1134438656
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_FORGET_GATE_HIDDEN_SHIFT -3
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_INPUT_GATE_HIDDEN_MULTIPLIER 2044599040
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_INPUT_GATE_HIDDEN_SHIFT -4
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_OUTPUT_GATE_INPUT_MULTIPLIER 2130456576
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_OUTPUT_GATE_INPUT_SHIFT -3
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_CELL_GATE_INPUT_MULTIPLIER 2096726656
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_CELL_GATE_INPUT_SHIFT -3
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_FORGET_GATE_INPUT_MULTIPLIER 2025295488
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_FORGET_GATE_INPUT_SHIFT -3
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_INPUT_GATE_INPUT_MULTIPLIER 2146124928
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#define LSTM_STATEFUL_BATCH_MAJOR_MULTIBATCH_INPUT_GATE_INPUT_SHIFT -3

‎Tests/UnitTest/TestCases/TestData/lstm_stateful_batch_major_multibatch/forget_gate_bias.h‎

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// Generated by generate_test_data.py using tensorflow version 2.18.0 (Keras version 3.14.1).
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// Interpreter from tflite_micro runtime version 0.dev20260203175027-g88f8587.
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#pragma once
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#include <stdint.h>
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const int32_t lstm_stateful_batch_major_multibatch_forget_gate_bias[7] = {0, 0, 0, 0, 0, 0, 0};

‎Tests/UnitTest/TestCases/TestData/lstm_stateful_batch_major_multibatch/forget_gate_hidden_weights.h‎

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// Generated by generate_test_data.py using tensorflow version 2.18.0 (Keras version 3.14.1).
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// Interpreter from tflite_micro runtime version 0.dev20260203175027-g88f8587.
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#pragma once
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#include <stdint.h>
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const int8_t lstm_stateful_batch_major_multibatch_forget_gate_hidden_weights[49] = {
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8, -96, 106, 66, -101, 22, -70, 86, -37, -1, -127, 52, 9, 79, 111, -94, 126,
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-21, -25, -79, 42, -57, -42, -3, 126, 51, -49, -28, -10, 50, -104, -48, -11, -78,
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36, 121, 6, -56, -24, -75, -104, -103, -119, -63, -69, -51, 11, -43, 19};

‎Tests/UnitTest/TestCases/TestData/lstm_stateful_batch_major_multibatch/forget_gate_input_weights.h‎

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// Generated by generate_test_data.py using tensorflow version 2.18.0 (Keras version 3.14.1).
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// Interpreter from tflite_micro runtime version 0.dev20260203175027-g88f8587.
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#pragma once
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#include <stdint.h>
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const int8_t lstm_stateful_batch_major_multibatch_forget_gate_input_weights[42] = {
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58, -87, 92, 94, -41, -61, 31, -86, 72, 3, 116, 68, -81, -55, -44, -122, -105, -87, -23, 94, -113,
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-68, 23, 45, -96, 13, 103, -116, 87, 88, -2, 6, 58, -126, 33, 28, -113, 68, -30, -84, 127, -33};

‎Tests/UnitTest/TestCases/TestData/lstm_stateful_batch_major_multibatch/input_gate_bias.h‎

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// Generated by generate_test_data.py using tensorflow version 2.18.0 (Keras version 3.14.1).
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// Interpreter from tflite_micro runtime version 0.dev20260203175027-g88f8587.
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#pragma once
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#include <stdint.h>
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const int32_t lstm_stateful_batch_major_multibatch_input_gate_bias[7] = {0, 0, 0, 0, 0, 0, 0};

‎Tests/UnitTest/TestCases/TestData/lstm_stateful_batch_major_multibatch/input_gate_hidden_weights.h‎

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// Generated by generate_test_data.py using tensorflow version 2.18.0 (Keras version 3.14.1).
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// Interpreter from tflite_micro runtime version 0.dev20260203175027-g88f8587.
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#pragma once
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#include <stdint.h>
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const int8_t lstm_stateful_batch_major_multibatch_input_gate_hidden_weights[49] = {
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-120, -121, -18, 3, 74, 27, -107, 84, 43, 127, 91, 116, 77, -17, -8, 32, 89,
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111, 85, -8, 9, -115, -36, 71, 70, -10, 70, -106, -9, -71, -83, -79, -73, -88,
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39, -124, -1, -2, 108, 117, -27, 61, -90, -32, -105, 97, 41, -98, 57};

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