diff options
Diffstat (limited to 'compiler/pota-quantization-value-test')
517 files changed, 3960 insertions, 16 deletions
diff --git a/compiler/pota-quantization-value-test/CMakeLists.txt b/compiler/pota-quantization-value-test/CMakeLists.txt index 73b9ead73..ec86fd907 100644 --- a/compiler/pota-quantization-value-test/CMakeLists.txt +++ b/compiler/pota-quantization-value-test/CMakeLists.txt @@ -1,11 +1,27 @@ +if(NOT ENABLE_TEST) + return() +endif(NOT ENABLE_TEST) + unset(QUANTIZATION_VALUE_TEST) unset(QUANTIZATION_VALUE_TEST_WITH_PARAM) +unset(QUANTIZATION_CONFIG_VALUE_TEST) +unset(QUANTIZATION_CONFIG_VALUE_TEST_WITH_PARAM) +unset(QUANTIZATION_WO_VALUE_TEST_WITH_PARAM) macro(addTest NAME GRANULARITY DTYPE) list(APPEND QUANTIZATION_VALUE_TEST ${NAME}) list(APPEND QUANTIZATION_VALUE_TEST_WITH_PARAM ${NAME} ${GRANULARITY} ${DTYPE}) endmacro(addTest) +macro(addQConfTest NAME GRANULARITY DTYPE) + list(APPEND QUANTIZATION_CONFIG_VALUE_TEST ${NAME}) + list(APPEND QUANTIZATION_CONFIG_VALUE_TEST_WITH_PARAM ${NAME} ${GRANULARITY} ${DTYPE}) +endmacro(addQConfTest) + +macro(addWeightsOnlyTest NAME GRANULARITY DTYPE) + list(APPEND QUANTIZATION_WO_VALUE_TEST_WITH_PARAM ${NAME} ${GRANULARITY} ${DTYPE}) +endmacro(addWeightsOnlyTest) + # Read "test.lst" include("test.lst") # Read "test.local.lst" if exists @@ -15,7 +31,10 @@ unset(TEST_DEPS) get_target_property(ARTIFACTS_BIN_PATH testDataGenerator BINARY_DIR) -set(VIRTUALENV "${NNCC_OVERLAY_DIR}/venv_1_13_2") +configure_file("${CMAKE_CURRENT_SOURCE_DIR}/gen_h5_explicit_inputs.py" + "${CMAKE_CURRENT_BINARY_DIR}/gen_h5_explicit_inputs.py" COPYONLY) + +set(VIRTUALENV "${NNCC_OVERLAY_DIR}/venv_2_12_1") ### ### Generate test.config @@ -35,7 +54,13 @@ add_custom_command( COMMENT "Generate test configuration" ) -list(APPEND TEST_DEPS "${TEST_CONFIG}") +# Import pics module +get_target_property(PICS_BIN_PATH pics BINARY_DIR) +add_custom_command(OUTPUT ${CMAKE_CURRENT_BINARY_DIR}/circle + COMMAND ${CMAKE_COMMAND} -E create_symlink + ${PICS_BIN_PATH}/circle ${CMAKE_CURRENT_BINARY_DIR}/circle) + +list(APPEND TEST_DEPS "${TEST_CONFIG}" "${CMAKE_CURRENT_BINARY_DIR}/circle") # This enforces CMake to generate all the dependencies during "build" phase add_custom_target(pota_quantization_value_test_deps ALL DEPENDS ${TEST_DEPS}) @@ -65,5 +90,39 @@ add_test( ${QUANTIZATION_VALUE_TEST_WITH_PARAM} ) +add_test( + NAME pota_fake_wquant_test_with_config + COMMAND "${CMAKE_CURRENT_SOURCE_DIR}/test_fake_wquant_with_config.sh" + "${TEST_CONFIG}" + "${ARTIFACTS_BIN_PATH}" + ${QUANTIZATION_CONFIG_VALUE_TEST_WITH_PARAM} +) + +add_test( + NAME pota_parallel_record_minmax_test + COMMAND "${CMAKE_CURRENT_SOURCE_DIR}/test_parallel_record_minmax.sh" + "${TEST_CONFIG}" + "${ARTIFACTS_BIN_PATH}" + ${QUANTIZATION_VALUE_TEST_WITH_PARAM} +) + +add_test( + NAME pota_quantization_test_with_config + COMMAND "${CMAKE_CURRENT_SOURCE_DIR}/test_quantization_with_config.sh" + "${TEST_CONFIG}" + "${ARTIFACTS_BIN_PATH}" + ${QUANTIZATION_CONFIG_VALUE_TEST_WITH_PARAM} +) + +add_test( + NAME pota_wo_quantization_test + COMMAND "${CMAKE_CURRENT_SOURCE_DIR}/test_wo_quantization.sh" + "${TEST_CONFIG}" + "${ARTIFACTS_BIN_PATH}" + ${QUANTIZATION_WO_VALUE_TEST_WITH_PARAM} +) + set_tests_properties(pota_record_minmax_test PROPERTIES DEPENDS pota_fake_wquant_test) set_tests_properties(pota_quantization_test PROPERTIES DEPENDS pota_record_minmax_test) +set_tests_properties(pota_parallel_record_minmax_test PROPERTIES DEPENDS pota_record_minmax_test) +set_tests_properties(pota_quantization_test_with_config PROPERTIES DEPENDS pota_fake_wquant_test_with_config) diff --git a/compiler/pota-quantization-value-test/README.md b/compiler/pota-quantization-value-test/README.md index e3359ae4f..d6d003b4b 100644 --- a/compiler/pota-quantization-value-test/README.md +++ b/compiler/pota-quantization-value-test/README.md @@ -39,3 +39,17 @@ The expected output should include (1) scale, zero point of activations (2) scale, zero point, values of weights (3) scale, values (weights) of bias + +### Golden data + +Golden data was generated as follows. + +(1) Generate random h5 input for a target model (using gen_h5_random_inputs.py in `record-minmax-conversion-test`) + +(2) Run `dalgona` with the target model, input data, and analysis code named GenGoldenWeights.py for uint8 (GenGoldenWeightsSym.py for int16) (https://github.com/Samsung/ONE/pull/3501) + +(3) Do fake quantization using circle-quantizer + +(4) Run `dalgona` with the fake-quantized model, input data, and analysis code named GenGoldenActBias.py for uint8 (GenGoldenActBiasSym.py for int16) (https://github.com/Samsung/ONE/pull/3501) + +(5) Edit generated data for some operators (concat: scale propagation, mean: axis data) diff --git a/compiler/pota-quantization-value-test/compare_tensors.py b/compiler/pota-quantization-value-test/compare_tensors.py index 7d95d182d..fceeba547 100755 --- a/compiler/pota-quantization-value-test/compare_tensors.py +++ b/compiler/pota-quantization-value-test/compare_tensors.py @@ -19,7 +19,9 @@ parser.add_argument('--expect_dir', type=str, required=True) parser.add_argument('--mode', type=str, required=True) args = parser.parse_args() -supported_modes = ["fake_quantization", "record_minmax", "quantization"] +supported_modes = [ + "fake_quantization", "record_minmax", "quantization", "weights_only_quantization" +] model = args.input_h5 expect_dir = args.expect_dir @@ -68,8 +70,14 @@ def compare_quantization(tensor, tensor_name, expect_dir): for key in json_load: if key == "weights": expected_weights = np.array(json_load["weights"]) - input_weights = tensor["weights"][:] - if np.allclose(input_weights, expected_weights, rtol=0, atol=1) == False: + input_weights = tensor["weights"][()] + abs_tolerance = 1 + # We use higher tolerance for int64 data (bias of int16-quantized model) + if tensor["weights"].dtype == 'int64': + abs_tolerance = 5 + + if np.allclose( + input_weights, expected_weights, rtol=0, atol=abs_tolerance) == False: print("Quantized weights of " + tensor_name + " (" + str(input_weights) + ") do not match with expected value (" + str(expected_weights) + ").") @@ -105,6 +113,10 @@ with h5.File(model, "r") as input: compare_record_minmax(input[tensor_name], tensor_name, expect_dir) elif mode == "quantization": compare_quantization(input[tensor_name], tensor_name, expect_dir) + elif mode == "weights_only_quantization": + # Assume weights have name "ker" + if tensor_name == "ker": + compare_quantization(input[tensor_name], tensor_name, expect_dir) else: raise SystemExit("Unsupproted mode.") diff --git a/compiler/pota-quantization-value-test/config_files/Add_002/channel/int16/qconf.json b/compiler/pota-quantization-value-test/config_files/Add_002/channel/int16/qconf.json new file mode 100644 index 000000000..838b331fd --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/Add_002/channel/int16/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "ofm", + "dtype" : "uint8", + "granularity" : "layer" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/Add_002/layer/uint8/qconf.json b/compiler/pota-quantization-value-test/config_files/Add_002/layer/uint8/qconf.json new file mode 100644 index 000000000..7cd6ce713 --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/Add_002/layer/uint8/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "ofm", + "dtype" : "int16", + "granularity" : "channel" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/AveragePool2D_000/channel/int16/qconf.json b/compiler/pota-quantization-value-test/config_files/AveragePool2D_000/channel/int16/qconf.json new file mode 100644 index 000000000..838b331fd --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/AveragePool2D_000/channel/int16/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "ofm", + "dtype" : "uint8", + "granularity" : "layer" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/AveragePool2D_000/layer/uint8/qconf.json b/compiler/pota-quantization-value-test/config_files/AveragePool2D_000/layer/uint8/qconf.json new file mode 100644 index 000000000..7cd6ce713 --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/AveragePool2D_000/layer/uint8/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "ofm", + "dtype" : "int16", + "granularity" : "channel" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/Concatenation_001/channel/int16/qconf.json b/compiler/pota-quantization-value-test/config_files/Concatenation_001/channel/int16/qconf.json new file mode 100644 index 000000000..838b331fd --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/Concatenation_001/channel/int16/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "ofm", + "dtype" : "uint8", + "granularity" : "layer" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/Concatenation_001/layer/uint8/qconf.json b/compiler/pota-quantization-value-test/config_files/Concatenation_001/layer/uint8/qconf.json new file mode 100644 index 000000000..7cd6ce713 --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/Concatenation_001/layer/uint8/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "ofm", + "dtype" : "int16", + "granularity" : "channel" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/Conv2D_004/channel/int16/qconf.json b/compiler/pota-quantization-value-test/config_files/Conv2D_004/channel/int16/qconf.json new file mode 100644 index 000000000..838b331fd --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/Conv2D_004/channel/int16/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "ofm", + "dtype" : "uint8", + "granularity" : "layer" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/Conv2D_004/layer/uint8/qconf.json b/compiler/pota-quantization-value-test/config_files/Conv2D_004/layer/uint8/qconf.json new file mode 100644 index 000000000..7cd6ce713 --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/Conv2D_004/layer/uint8/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "ofm", + "dtype" : "int16", + "granularity" : "channel" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/DepthwiseConv2D_002/channel/int16/qconf.json b/compiler/pota-quantization-value-test/config_files/DepthwiseConv2D_002/channel/int16/qconf.json new file mode 100644 index 000000000..838b331fd --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/DepthwiseConv2D_002/channel/int16/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "ofm", + "dtype" : "uint8", + "granularity" : "layer" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/DepthwiseConv2D_002/layer/uint8/qconf.json b/compiler/pota-quantization-value-test/config_files/DepthwiseConv2D_002/layer/uint8/qconf.json new file mode 100644 index 000000000..7cd6ce713 --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/DepthwiseConv2D_002/layer/uint8/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "ofm", + "dtype" : "int16", + "granularity" : "channel" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/FullyConnected_003/channel/int16/qconf.json b/compiler/pota-quantization-value-test/config_files/FullyConnected_003/channel/int16/qconf.json new file mode 100644 index 000000000..174d6e9b0 --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/FullyConnected_003/channel/int16/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "out", + "dtype" : "uint8", + "granularity" : "layer" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/FullyConnected_003/layer/uint8/qconf.json b/compiler/pota-quantization-value-test/config_files/FullyConnected_003/layer/uint8/qconf.json new file mode 100644 index 000000000..733f46e60 --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/FullyConnected_003/layer/uint8/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "out", + "dtype" : "int16", + "granularity" : "channel" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/InstanceNorm_001/channel/int16/qconf.json b/compiler/pota-quantization-value-test/config_files/InstanceNorm_001/channel/int16/qconf.json new file mode 100644 index 000000000..838b331fd --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/InstanceNorm_001/channel/int16/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "ofm", + "dtype" : "uint8", + "granularity" : "layer" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/InstanceNorm_001/layer/uint8/qconf.json b/compiler/pota-quantization-value-test/config_files/InstanceNorm_001/layer/uint8/qconf.json new file mode 100644 index 000000000..7cd6ce713 --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/InstanceNorm_001/layer/uint8/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "ofm", + "dtype" : "int16", + "granularity" : "channel" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/MaxPool2D_000/channel/int16/qconf.json b/compiler/pota-quantization-value-test/config_files/MaxPool2D_000/channel/int16/qconf.json new file mode 100644 index 000000000..838b331fd --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/MaxPool2D_000/channel/int16/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "ofm", + "dtype" : "uint8", + "granularity" : "layer" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/MaxPool2D_000/layer/uint8/qconf.json b/compiler/pota-quantization-value-test/config_files/MaxPool2D_000/layer/uint8/qconf.json new file mode 100644 index 000000000..7cd6ce713 --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/MaxPool2D_000/layer/uint8/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "ofm", + "dtype" : "int16", + "granularity" : "channel" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/Mean_000/channel/int16/qconf.json b/compiler/pota-quantization-value-test/config_files/Mean_000/channel/int16/qconf.json new file mode 100644 index 000000000..838b331fd --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/Mean_000/channel/int16/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "ofm", + "dtype" : "uint8", + "granularity" : "layer" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/Mean_000/layer/uint8/qconf.json b/compiler/pota-quantization-value-test/config_files/Mean_000/layer/uint8/qconf.json new file mode 100644 index 000000000..7cd6ce713 --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/Mean_000/layer/uint8/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "ofm", + "dtype" : "int16", + "granularity" : "channel" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/Mul_001/channel/int16/qconf.json b/compiler/pota-quantization-value-test/config_files/Mul_001/channel/int16/qconf.json new file mode 100644 index 000000000..838b331fd --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/Mul_001/channel/int16/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "ofm", + "dtype" : "uint8", + "granularity" : "layer" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/Mul_001/layer/uint8/qconf.json b/compiler/pota-quantization-value-test/config_files/Mul_001/layer/uint8/qconf.json new file mode 100644 index 000000000..7cd6ce713 --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/Mul_001/layer/uint8/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "ofm", + "dtype" : "int16", + "granularity" : "channel" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/PRelu_001/channel/int16/qconf.json b/compiler/pota-quantization-value-test/config_files/PRelu_001/channel/int16/qconf.json new file mode 100644 index 000000000..838b331fd --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/PRelu_001/channel/int16/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "ofm", + "dtype" : "uint8", + "granularity" : "layer" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/PRelu_001/layer/uint8/qconf.json b/compiler/pota-quantization-value-test/config_files/PRelu_001/layer/uint8/qconf.json new file mode 100644 index 000000000..7cd6ce713 --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/PRelu_001/layer/uint8/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "ofm", + "dtype" : "int16", + "granularity" : "channel" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/ReLU_000/channel/int16/qconf.json b/compiler/pota-quantization-value-test/config_files/ReLU_000/channel/int16/qconf.json new file mode 100644 index 000000000..838b331fd --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/ReLU_000/channel/int16/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "ofm", + "dtype" : "uint8", + "granularity" : "layer" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/ReLU_000/layer/uint8/qconf.json b/compiler/pota-quantization-value-test/config_files/ReLU_000/layer/uint8/qconf.json new file mode 100644 index 000000000..7cd6ce713 --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/ReLU_000/layer/uint8/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "ofm", + "dtype" : "int16", + "granularity" : "channel" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/Split_000/channel/int16/qconf.json b/compiler/pota-quantization-value-test/config_files/Split_000/channel/int16/qconf.json new file mode 100644 index 000000000..630c3e420 --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/Split_000/channel/int16/qconf.json @@ -0,0 +1,14 @@ +{ + "layers" : [ + { + "name" : "ofm1", + "dtype" : "uint8", + "granularity" : "channel" + }, + { + "name" : "ofm2", + "dtype" : "uint8", + "granularity" : "channel" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/Split_000/channel/uint8/qconf.json b/compiler/pota-quantization-value-test/config_files/Split_000/channel/uint8/qconf.json new file mode 100644 index 000000000..cc98d7c62 --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/Split_000/channel/uint8/qconf.json @@ -0,0 +1,14 @@ +{ + "layers" : [ + { + "name" : "ofm1", + "dtype" : "int16", + "granularity" : "channel" + }, + { + "name" : "ofm2", + "dtype" : "int16", + "granularity" : "channel" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/TransposeConv_001/channel/int16/qconf.json b/compiler/pota-quantization-value-test/config_files/TransposeConv_001/channel/int16/qconf.json new file mode 100644 index 000000000..838b331fd --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/TransposeConv_001/channel/int16/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "ofm", + "dtype" : "uint8", + "granularity" : "layer" + } + ] +} diff --git a/compiler/pota-quantization-value-test/config_files/TransposeConv_001/layer/uint8/qconf.json b/compiler/pota-quantization-value-test/config_files/TransposeConv_001/layer/uint8/qconf.json new file mode 100644 index 000000000..7cd6ce713 --- /dev/null +++ b/compiler/pota-quantization-value-test/config_files/TransposeConv_001/layer/uint8/qconf.json @@ -0,0 +1,9 @@ +{ + "layers" : [ + { + "name" : "ofm", + "dtype" : "int16", + "granularity" : "channel" + } + ] +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Add_002/channel/int16/quantization/ifm1.json b/compiler/pota-quantization-value-test/expected_outputs/Add_002/channel/int16/quantization/ifm1.json new file mode 100644 index 000000000..a7298cb58 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Add_002/channel/int16/quantization/ifm1.json @@ -0,0 +1,4 @@ +{ + "scale": 0.00014653272228315473, + "zero_point": 0.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Add_002/channel/int16/quantization/ifm2.json b/compiler/pota-quantization-value-test/expected_outputs/Add_002/channel/int16/quantization/ifm2.json new file mode 100644 index 000000000..ab968c9fc --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Add_002/channel/int16/quantization/ifm2.json @@ -0,0 +1,32 @@ +{ + "weights": [ + [ + [ + [ + 4096, + 8192, + -12288 + ], + [ + -16384, + -20479, + 24575 + ] + ], + [ + [ + -28671, + 32767, + 16384 + ], + [ + -8192, + 12288, + -4096 + ] + ] + ] + ], + "scale": 0.0002441480755805969, + "zero_point": 0.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Add_002/channel/int16/quantization/ofm.json b/compiler/pota-quantization-value-test/expected_outputs/Add_002/channel/int16/quantization/ofm.json new file mode 100644 index 000000000..3cb0552e9 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Add_002/channel/int16/quantization/ofm.json @@ -0,0 +1,4 @@ +{ + "scale": 0.00037035736022517085, + "zero_point": 0.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Add_002/channel/int16/record_minmax/ifm1.json b/compiler/pota-quantization-value-test/expected_outputs/Add_002/channel/int16/record_minmax/ifm1.json new file mode 100644 index 000000000..097ef6a03 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Add_002/channel/int16/record_minmax/ifm1.json @@ -0,0 +1,4 @@ +{ + "min": -4.801437664031982, + "max": 4.600067481994629 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Add_002/channel/int16/record_minmax/ofm.json b/compiler/pota-quantization-value-test/expected_outputs/Add_002/channel/int16/record_minmax/ofm.json new file mode 100644 index 000000000..5ebbba10e --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Add_002/channel/int16/record_minmax/ofm.json @@ -0,0 +1,4 @@ +{ + "min": -11.26651382446289, + "max": 12.135499725341797 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Add_002/layer/uint8/quantization/ifm1.json b/compiler/pota-quantization-value-test/expected_outputs/Add_002/layer/uint8/quantization/ifm1.json new file mode 100644 index 000000000..a223fa4aa --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Add_002/layer/uint8/quantization/ifm1.json @@ -0,0 +1,4 @@ +{ + "scale": 0.038489170372486115, + "zero_point": 129.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Add_002/layer/uint8/quantization/ifm2.json b/compiler/pota-quantization-value-test/expected_outputs/Add_002/layer/uint8/quantization/ifm2.json new file mode 100644 index 000000000..ec6082d55 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Add_002/layer/uint8/quantization/ifm2.json @@ -0,0 +1,32 @@ +{ + "weights": [ + [ + [ + [ + 136, + 153, + 68 + ], + [ + 51, + 34, + 221 + ] + ], + [ + [ + 0, + 255, + 187 + ], + [ + 85, + 170, + 102 + ] + ] + ] + ], + "scale": 0.05882352963089943, + "zero_point": 119.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Add_002/layer/uint8/quantization/ofm.json b/compiler/pota-quantization-value-test/expected_outputs/Add_002/layer/uint8/quantization/ofm.json new file mode 100644 index 000000000..afa9b1a8e --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Add_002/layer/uint8/quantization/ofm.json @@ -0,0 +1,4 @@ +{ + "scale": 0.0892433300614357, + "zero_point": 134.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Add_002/layer/uint8/record_minmax/ifm1.json b/compiler/pota-quantization-value-test/expected_outputs/Add_002/layer/uint8/record_minmax/ifm1.json new file mode 100644 index 000000000..0138d54cf --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Add_002/layer/uint8/record_minmax/ifm1.json @@ -0,0 +1,4 @@ +{ + "min": -4.9815891456604, + "max": 4.833149127960205 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Add_002/layer/uint8/record_minmax/ofm.json b/compiler/pota-quantization-value-test/expected_outputs/Add_002/layer/uint8/record_minmax/ofm.json new file mode 100644 index 000000000..8edbed5b6 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Add_002/layer/uint8/record_minmax/ofm.json @@ -0,0 +1,4 @@ +{ + "min": -11.962269973754882, + "max": 10.79477970123291 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Add_002_config/channel/int16/quantization/ifm1_Quantize.json b/compiler/pota-quantization-value-test/expected_outputs/Add_002_config/channel/int16/quantization/ifm1_Quantize.json new file mode 100644 index 000000000..a223fa4aa --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Add_002_config/channel/int16/quantization/ifm1_Quantize.json @@ -0,0 +1,4 @@ +{ + "scale": 0.038489170372486115, + "zero_point": 129.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Add_002_config/channel/int16/quantization/ifm2.json b/compiler/pota-quantization-value-test/expected_outputs/Add_002_config/channel/int16/quantization/ifm2.json new file mode 100644 index 000000000..ec6082d55 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Add_002_config/channel/int16/quantization/ifm2.json @@ -0,0 +1,32 @@ +{ + "weights": [ + [ + [ + [ + 136, + 153, + 68 + ], + [ + 51, + 34, + 221 + ] + ], + [ + [ + 0, + 255, + 187 + ], + [ + 85, + 170, + 102 + ] + ] + ] + ], + "scale": 0.05882352963089943, + "zero_point": 119.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Add_002_config/channel/int16/quantization/ofm.json b/compiler/pota-quantization-value-test/expected_outputs/Add_002_config/channel/int16/quantization/ofm.json new file mode 100644 index 000000000..afa9b1a8e --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Add_002_config/channel/int16/quantization/ofm.json @@ -0,0 +1,4 @@ +{ + "scale": 0.0892433300614357, + "zero_point": 134.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Add_002_config/layer/uint8/quantization/ifm1_Quantize.json b/compiler/pota-quantization-value-test/expected_outputs/Add_002_config/layer/uint8/quantization/ifm1_Quantize.json new file mode 100644 index 000000000..a7298cb58 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Add_002_config/layer/uint8/quantization/ifm1_Quantize.json @@ -0,0 +1,4 @@ +{ + "scale": 0.00014653272228315473, + "zero_point": 0.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Add_002_config/layer/uint8/quantization/ifm2.json b/compiler/pota-quantization-value-test/expected_outputs/Add_002_config/layer/uint8/quantization/ifm2.json new file mode 100644 index 000000000..ab968c9fc --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Add_002_config/layer/uint8/quantization/ifm2.json @@ -0,0 +1,32 @@ +{ + "weights": [ + [ + [ + [ + 4096, + 8192, + -12288 + ], + [ + -16384, + -20479, + 24575 + ] + ], + [ + [ + -28671, + 32767, + 16384 + ], + [ + -8192, + 12288, + -4096 + ] + ] + ] + ], + "scale": 0.0002441480755805969, + "zero_point": 0.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Add_002_config/layer/uint8/quantization/ofm.json b/compiler/pota-quantization-value-test/expected_outputs/Add_002_config/layer/uint8/quantization/ofm.json new file mode 100644 index 000000000..3cb0552e9 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Add_002_config/layer/uint8/quantization/ofm.json @@ -0,0 +1,4 @@ +{ + "scale": 0.00037035736022517085, + "zero_point": 0.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000/channel/int16/quantization/ifm.json b/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000/channel/int16/quantization/ifm.json new file mode 100644 index 000000000..353f15a6b --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000/channel/int16/quantization/ifm.json @@ -0,0 +1,4 @@ +{ + "scale": 0.0001523942337371409, + "zero_point": 0.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000/channel/int16/quantization/ofm.json b/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000/channel/int16/quantization/ofm.json new file mode 100644 index 000000000..c4ace78d4 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000/channel/int16/quantization/ofm.json @@ -0,0 +1,4 @@ +{ + "scale": 0.00012122748012188822, + "zero_point": 0.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000/channel/int16/record_minmax/ifm.json 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b/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000/layer/uint8/quantization/ifm.json new file mode 100644 index 000000000..0528cc9cc --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000/layer/uint8/quantization/ifm.json @@ -0,0 +1,4 @@ +{ + "scale": 0.03911808878183365, + "zero_point": 127.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000/layer/uint8/quantization/ofm.json b/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000/layer/uint8/quantization/ofm.json new file mode 100644 index 000000000..ac5da0bda --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000/layer/uint8/quantization/ofm.json @@ -0,0 +1,4 @@ +{ + "scale": 0.027372928336262703, + "zero_point": 141.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000/layer/uint8/record_minmax/ifm.json b/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000/layer/uint8/record_minmax/ifm.json new file mode 100644 index 000000000..8701c51ff --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000/layer/uint8/record_minmax/ifm.json @@ -0,0 +1,4 @@ +{ + "min": -4.9830295753479, + "max": 4.992084045410156 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000/layer/uint8/record_minmax/ofm.json b/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000/layer/uint8/record_minmax/ofm.json new file mode 100644 index 000000000..b2bb2d227 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000/layer/uint8/record_minmax/ofm.json @@ -0,0 +1,4 @@ +{ + "min": -3.863597021102905, + "max": 3.1164999485015867 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000_config/channel/int16/quantization/ifm_Quantize.json b/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000_config/channel/int16/quantization/ifm_Quantize.json new file mode 100644 index 000000000..0528cc9cc --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000_config/channel/int16/quantization/ifm_Quantize.json @@ -0,0 +1,4 @@ +{ + "scale": 0.03911808878183365, + "zero_point": 127.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000_config/channel/int16/quantization/ofm.json b/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000_config/channel/int16/quantization/ofm.json new file mode 100644 index 000000000..ac5da0bda --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000_config/channel/int16/quantization/ofm.json @@ -0,0 +1,4 @@ +{ + "scale": 0.027372928336262703, + "zero_point": 141.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000_config/layer/uint8/quantization/ifm_Quantize.json b/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000_config/layer/uint8/quantization/ifm_Quantize.json new file mode 100644 index 000000000..353f15a6b --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000_config/layer/uint8/quantization/ifm_Quantize.json @@ -0,0 +1,4 @@ +{ + "scale": 0.0001523942337371409, + "zero_point": 0.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000_config/layer/uint8/quantization/ofm.json b/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000_config/layer/uint8/quantization/ofm.json new file mode 100644 index 000000000..c4ace78d4 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/AveragePool2D_000_config/layer/uint8/quantization/ofm.json @@ -0,0 +1,4 @@ +{ + "scale": 0.00012122748012188822, + "zero_point": 0.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/channel/int16/quantization/ifm1.json b/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/channel/int16/quantization/ifm1.json new file mode 100644 index 000000000..71265a270 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/channel/int16/quantization/ifm1.json @@ -0,0 +1,4 @@ +{ + "scale": 0.0002441480755805969, + "zero_point": 0.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/channel/int16/quantization/ifm2.json b/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/channel/int16/quantization/ifm2.json new file mode 100644 index 000000000..53d7cdba3 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/channel/int16/quantization/ifm2.json @@ -0,0 +1,28 @@ +{ + "weights": [ + [ + [ + [ + 4096, + 8192 + ], + [ + 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b/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/channel/int16/record_minmax/ifm1.json @@ -0,0 +1,4 @@ +{ + "min": -4.591858749389648, + "max": 3.884731464385986 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/channel/int16/record_minmax/ofm.json b/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/channel/int16/record_minmax/ofm.json new file mode 100644 index 000000000..700674c7c --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/channel/int16/record_minmax/ofm.json @@ -0,0 +1,4 @@ +{ + "min": -7.0, + "max": 8.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/layer/uint8/quantization/ifm1.json b/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/layer/uint8/quantization/ifm1.json new file mode 100644 index 000000000..522880618 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/layer/uint8/quantization/ifm1.json @@ -0,0 +1,4 @@ +{ + "scale": 0.05882352963089943, + "zero_point": 119.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/layer/uint8/quantization/ifm2.json b/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/layer/uint8/quantization/ifm2.json new file mode 100644 index 000000000..17ba25363 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/layer/uint8/quantization/ifm2.json @@ -0,0 +1,28 @@ +{ + "weights": [ + [ + [ + [ + 136, + 153 + ], + [ + 68, + 51 + ] + ], + [ + [ + 34, + 221 + ], + [ + 0, + 255 + ] + ] + ] + ], + "scale": 0.05882352963089943, + "zero_point": 119.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/layer/uint8/quantization/ofm.json b/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/layer/uint8/quantization/ofm.json new file mode 100644 index 000000000..522880618 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/layer/uint8/quantization/ofm.json @@ -0,0 +1,4 @@ +{ + "scale": 0.05882352963089943, + "zero_point": 119.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/layer/uint8/record_minmax/ifm1.json b/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/layer/uint8/record_minmax/ifm1.json new file mode 100644 index 000000000..dc8d1db1e --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/layer/uint8/record_minmax/ifm1.json @@ -0,0 +1,4 @@ +{ + "min": -2.8125765800476072, + "max": 4.720572299957276 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/layer/uint8/record_minmax/ofm.json b/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/layer/uint8/record_minmax/ofm.json new file mode 100644 index 000000000..700674c7c --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001/layer/uint8/record_minmax/ofm.json @@ -0,0 +1,4 @@ +{ + "min": -7.0, + "max": 8.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001_config/channel/int16/quantization/ifm1_Quantize.json b/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001_config/channel/int16/quantization/ifm1_Quantize.json new file mode 100644 index 000000000..522880618 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Concatenation_001_config/channel/int16/quantization/ifm1_Quantize.json @@ -0,0 +1,4 @@ +{ + "scale": 0.05882352963089943, + "zero_point": 119.0 +} diff --git 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--git a/compiler/pota-quantization-value-test/expected_outputs/PRelu_001_config/channel/int16/quantization/ifm_Quantize.json b/compiler/pota-quantization-value-test/expected_outputs/PRelu_001_config/channel/int16/quantization/ifm_Quantize.json new file mode 100644 index 000000000..05ce9dd2c --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/PRelu_001_config/channel/int16/quantization/ifm_Quantize.json @@ -0,0 +1,4 @@ +{ + "scale": 0.03849203139543533, + "zero_point": 127.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/PRelu_001_config/channel/int16/quantization/ofm.json b/compiler/pota-quantization-value-test/expected_outputs/PRelu_001_config/channel/int16/quantization/ofm.json new file mode 100644 index 000000000..8f883094a --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/PRelu_001_config/channel/int16/quantization/ofm.json @@ -0,0 +1,4 @@ +{ + "scale": 0.02848827838897705, + "zero_point": 82.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/PRelu_001_config/layer/uint8/quantization/alpha.json b/compiler/pota-quantization-value-test/expected_outputs/PRelu_001_config/layer/uint8/quantization/alpha.json new file mode 100644 index 000000000..6f99899d5 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/PRelu_001_config/layer/uint8/quantization/alpha.json @@ -0,0 +1,21 @@ +{ + "weights": [ + [ + [ + 1, + 1, + 1 + ] + ] + ], + "scale": [ + 0.10000000149011612, + 0.30000001192092896, + 0.5 + ], + "zero_point": [ + 0, + 0, + 0 + ] +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/PRelu_001_config/layer/uint8/quantization/ifm_Quantize.json b/compiler/pota-quantization-value-test/expected_outputs/PRelu_001_config/layer/uint8/quantization/ifm_Quantize.json new file mode 100644 index 000000000..7d1f4c795 --- /dev/null +++ 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b/compiler/pota-quantization-value-test/expected_outputs/Split_000_config/channel/uint8/quantization/ofm2.json @@ -0,0 +1,4 @@ +{ + "scale": 0.00014983004075475037, + "zero_point": 0.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/Split_000_config/channel/uint8/quantization/split_dim.json b/compiler/pota-quantization-value-test/expected_outputs/Split_000_config/channel/uint8/quantization/split_dim.json new file mode 100644 index 000000000..ac7cde187 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/Split_000_config/channel/uint8/quantization/split_dim.json @@ -0,0 +1,5 @@ +{ + "weights": [ + 0 + ] +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001/channel/int16/fake_quantization/ker.json b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001/channel/int16/fake_quantization/ker.json new file mode 100644 index 000000000..6df24eb42 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001/channel/int16/fake_quantization/ker.json @@ -0,0 +1,48 @@ +{ + "weights": [ + [ + [ + [ + 0.999786376953125, + 2.0001220703125 + ], + [ + -2.999908447265625, + -4.000244140625 + ], + [ + 5.000030517578125, + -5.99981689453125 + ] + ], + [ + [ + 7.000152587890625, + 7.99993896484375 + ], + [ + -9.000274658203125, + -10.00006103515625 + ], + [ + 10.999847412109375, + -12.00018310546875 + ] + ], + [ + [ + 12.999969482421875, + 13.999755859375 + ], + [ + -15.000091552734375, + -15.9998779296875 + ], + [ + 17.000213623046875, + -18.0 + ] + ] + ] + ] +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001/channel/int16/quantization/.json b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001/channel/int16/quantization/.json new file mode 100644 index 000000000..a9a5c4735 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001/channel/int16/quantization/.json @@ -0,0 +1,5 @@ +{ + "weights": [ + 0 + ] +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001/channel/int16/quantization/ifm.json b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001/channel/int16/quantization/ifm.json new file mode 100644 index 000000000..82f7fa2b6 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001/channel/int16/quantization/ifm.json @@ -0,0 +1,4 @@ +{ + "scale": 0.00015178922330960631, + "zero_point": 0.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001/channel/int16/quantization/ker.json b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001/channel/int16/quantization/ker.json new file mode 100644 index 000000000..8d0ceb1c6 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001/channel/int16/quantization/ker.json @@ -0,0 +1,58 @@ +{ + "weights": [ + [ + [ + [ + 1820, + 3641 + ], + [ + -5461, + -7282 + ], + [ + 9102, + -10922 + ] + ], + [ + [ + 12743, + 14563 + ], + [ + -16384, + -18204 + ], + [ + 20024, + -21845 + ] + ], + [ + [ + 23665, + 25485 + ], + [ + -27306, + -29126 + ], + [ + 30947, + -32767 + ] + ] + ] + ], + "scale": [ + 0.0005493331705679495 + ], + "zero_point": 0.0, + "min": [ + -18.0 + ], + "max": [ + 18.0 + ] +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001/channel/int16/quantization/ofm.json b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001/channel/int16/quantization/ofm.json new file mode 100644 index 000000000..f370bf44d --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001/channel/int16/quantization/ofm.json @@ -0,0 +1,4 @@ +{ + "scale": 0.0122029148042202, + "zero_point": 0.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001/channel/int16/record_minmax/ifm.json b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001/channel/int16/record_minmax/ifm.json new file mode 100644 index 000000000..8cd48cedd --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001/channel/int16/record_minmax/ifm.json @@ -0,0 +1,4 @@ +{ + "min": -4.942056541442871, + "max": 4.973677654266357 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001/channel/int16/record_minmax/ofm.json b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001/channel/int16/record_minmax/ofm.json new file mode 100644 index 000000000..0ad23742d --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001/channel/int16/record_minmax/ofm.json @@ -0,0 +1,4 @@ +{ + "min": -269.66596435546876, + "max": 399.85290710449215 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001_config/channel/int16/fake_quantization/ker.json b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001_config/channel/int16/fake_quantization/ker.json new file mode 100644 index 000000000..76a0440a0 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001_config/channel/int16/fake_quantization/ker.json @@ -0,0 +1,48 @@ +{ + "weights": [ + [ + [ + [ + 0.960784912109375, + 2.0588245391845703 + ], + [ + -3.0196075439453125, + -3.980391502380371 + ], + [ + 4.9411773681640625, + -6.039215087890625 + ] + ], + [ + [ + 7.0, + 7.960784912109375 + ], + [ + -9.058823585510254, + -10.019607543945312 + ], + [ + 10.980392456054688, + -11.941176414489746 + ] + ], + [ + [ + 13.039216995239258, + 14.000001907348633 + ], + [ + -14.960784912109375, + -16.05882453918457 + ], + [ + 17.019607543945312, + -17.980392456054688 + ] + ] + ] + ] +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001_config/channel/int16/quantization/ifm_Quantize.json b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001_config/channel/int16/quantization/ifm_Quantize.json new file mode 100644 index 000000000..dc5ca8dd5 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001_config/channel/int16/quantization/ifm_Quantize.json @@ -0,0 +1,4 @@ +{ + "scale": 0.03869570419192314, + "zero_point": 126.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001_config/channel/int16/quantization/ker.json b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001_config/channel/int16/quantization/ker.json new file mode 100644 index 000000000..bc150bbb0 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001_config/channel/int16/quantization/ker.json @@ -0,0 +1,52 @@ +{ + "weights": [ + [ + [ + [ + 138, + 146 + ], + [ + 109, + 102 + ], + [ + 167, + 87 + ] + ], + [ + [ + 182, + 189 + ], + [ + 65, + 58 + ], + [ + 211, + 44 + ] + ], + [ + [ + 226, + 233 + ], + [ + 22, + 14 + ], + [ + 255, + 0 + ] + ] + ] + ], + "scale": 0.13725490868091583, + "zero_point": 131.0, + "min": -17.980392456054688, + "max": 17.019609451293945 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001_config/channel/int16/quantization/ofm.json b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001_config/channel/int16/quantization/ofm.json new file mode 100644 index 000000000..bfd862189 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001_config/channel/int16/quantization/ofm.json @@ -0,0 +1,4 @@ +{ + "scale": 1.6333034038543701, + "zero_point": 127.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001_config/layer/uint8/fake_quantization/ker.json b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001_config/layer/uint8/fake_quantization/ker.json new file mode 100644 index 000000000..6df24eb42 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001_config/layer/uint8/fake_quantization/ker.json @@ -0,0 +1,48 @@ +{ + "weights": [ + [ + [ + [ + 0.999786376953125, + 2.0001220703125 + ], + [ + -2.999908447265625, + -4.000244140625 + ], + [ + 5.000030517578125, + -5.99981689453125 + ] + ], + [ + [ + 7.000152587890625, + 7.99993896484375 + ], + [ + -9.000274658203125, + -10.00006103515625 + ], + [ + 10.999847412109375, + -12.00018310546875 + ] + ], + [ + [ + 12.999969482421875, + 13.999755859375 + ], + [ + -15.000091552734375, + -15.9998779296875 + ], + [ + 17.000213623046875, + -18.0 + ] + ] + ] + ] +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001_config/layer/uint8/quantization/ifm_Quantize.json b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001_config/layer/uint8/quantization/ifm_Quantize.json new file mode 100644 index 000000000..82f7fa2b6 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001_config/layer/uint8/quantization/ifm_Quantize.json @@ -0,0 +1,4 @@ +{ + "scale": 0.00015178922330960631, + "zero_point": 0.0 +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001_config/layer/uint8/quantization/ker.json b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001_config/layer/uint8/quantization/ker.json new file mode 100644 index 000000000..8d0ceb1c6 --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001_config/layer/uint8/quantization/ker.json @@ -0,0 +1,58 @@ +{ + "weights": [ + [ + [ + [ + 1820, + 3641 + ], + [ + -5461, + -7282 + ], + [ + 9102, + -10922 + ] + ], + [ + [ + 12743, + 14563 + ], + [ + -16384, + -18204 + ], + [ + 20024, + -21845 + ] + ], + [ + [ + 23665, + 25485 + ], + [ + -27306, + -29126 + ], + [ + 30947, + -32767 + ] + ] + ] + ], + "scale": [ + 0.0005493331705679495 + ], + "zero_point": 0.0, + "min": [ + -18.0 + ], + "max": [ + 18.0 + ] +} diff --git a/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001_config/layer/uint8/quantization/ofm.json b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001_config/layer/uint8/quantization/ofm.json new file mode 100644 index 000000000..f370bf44d --- /dev/null +++ b/compiler/pota-quantization-value-test/expected_outputs/TransposeConv_001_config/layer/uint8/quantization/ofm.json @@ -0,0 +1,4 @@ +{ + "scale": 0.0122029148042202, + "zero_point": 0.0 +} diff --git a/compiler/pota-quantization-value-test/gen_h5_explicit_inputs.py b/compiler/pota-quantization-value-test/gen_h5_explicit_inputs.py index 9863c807a..a00cbeba3 100755 --- a/compiler/pota-quantization-value-test/gen_h5_explicit_inputs.py +++ b/compiler/pota-quantization-value-test/gen_h5_explicit_inputs.py @@ -1,16 +1,17 @@ #!/usr/bin/env python3 import h5py as h5 import numpy as np -import tensorflow as tf +from circle.Model import Model +from circle.TensorType import TensorType import argparse import glob # -# This script generates a pack of random input data (.h5) expected by the input tflite model +# This script generates a pack of random input data (.h5) expected by the input circle model # # Basic usage: # gen_h5_explicit_inputs.py --model <path/to/model/file> --input <path/to/input/directory> --output <path/to/output/file> -# ex: gen_h5_explicit_inputs.py --model Add_000.tflite --input Add_000 --output Add_000.input.h5 +# ex: gen_h5_explicit_inputs.py --model Add_000.circle --input Add_000 --output Add_000.input.h5 # (This will create Add_000.input.h5) # # The input directory should be organized as follows @@ -33,15 +34,30 @@ model = args.model input = args.input output = args.output -# Build TFLite interpreter. (to get the information of model input) -interpreter = tf.lite.Interpreter(model) -input_details = interpreter.get_input_details() +with open(model, 'rb') as f: + buf = f.read() + circle_model = Model.GetRootAsModel(buf, 0) + +# Assume one subgraph +assert (circle_model.SubgraphsLength() == 1) +graph = circle_model.Subgraphs(0) +inputs = graph.InputsAsNumpy() # Create h5 file h5_file = h5.File(output, 'w') group = h5_file.create_group("value") group.attrs['desc'] = "Input data for " + model + +def toNumpyType(circle_type): + if circle_type == TensorType.UINT8: + return np.uint8 + if circle_type == TensorType.FLOAT32: + return np.float32 + if circle_type == TensorType.INT16: + return np.int16 + + # Input files records = sorted(glob.glob(input + "/*.txt")) for i, record in enumerate(records): @@ -51,9 +67,10 @@ for i, record in enumerate(records): lines = f.readlines() for j, line in enumerate(lines): data = np.array(line.split(',')) - input_detail = input_details[j] - input_data = np.array( - data.reshape(input_detail["shape"]), input_detail["dtype"]) + input_index = inputs[j] + tensor = graph.Tensors(input_index) + np_type = toNumpyType(tensor.Type()) + input_data = np.array(data.reshape(tensor.ShapeAsNumpy()), np_type) sample.create_dataset(str(j), data=input_data) h5_file.close() diff --git a/compiler/pota-quantization-value-test/requires.cmake b/compiler/pota-quantization-value-test/requires.cmake index 883a925df..e832dbaf7 100644 --- a/compiler/pota-quantization-value-test/requires.cmake +++ b/compiler/pota-quantization-value-test/requires.cmake @@ -2,3 +2,4 @@ require("record-minmax") require("circle-quantizer") require("circle-tensordump") require("common-artifacts") +require("pics") diff --git a/compiler/pota-quantization-value-test/test.lst b/compiler/pota-quantization-value-test/test.lst index d9fd91761..e510e6b3b 100644 --- a/compiler/pota-quantization-value-test/test.lst +++ b/compiler/pota-quantization-value-test/test.lst @@ -1,8 +1,67 @@ +addTest(Add_002 layer uint8) +addTest(Add_002 channel int16) +addTest(AveragePool2D_000 layer uint8) +addTest(AveragePool2D_000 channel int16) +addTest(Concatenation_001 layer uint8) +addTest(Concatenation_001 channel int16) addTest(Conv2D_004 channel uint8) +addTest(Conv2D_004 channel int16) addTest(Conv2D_004 layer uint8) addTest(DepthwiseConv2D_002 channel uint8) +addTest(DepthwiseConv2D_002 channel int16) addTest(DepthwiseConv2D_002 layer uint8) addTest(FullyConnected_003 channel uint8) +addTest(FullyConnected_003 channel int16) addTest(FullyConnected_003 layer uint8) +addTest(InstanceNorm_001 layer uint8) +addTest(InstanceNorm_001 channel uint8) +addTest(Mean_000 layer uint8) +addTest(Mean_000 channel int16) +addTest(MaxPool2D_000 layer uint8) +addTest(MaxPool2D_000 channel int16) +addTest(Mul_001 layer uint8) +addTest(Mul_001 channel int16) +addTest(PRelu_001 layer uint8) +addTest(PRelu_001 channel uint8) +addTest(PRelu_001 channel int16) +addTest(ReLU_000 layer uint8) +addTest(ReLU_000 channel int16) +addTest(Split_000 channel uint8) +addTest(Split_000 channel int16) addTest(TransposeConv_001 channel uint8) +addTest(TransposeConv_001 channel int16) addTest(TransposeConv_001 layer uint8) + +addQConfTest(Add_002 layer uint8) +addQConfTest(Add_002 channel int16) +addQConfTest(AveragePool2D_000 layer uint8) +addQConfTest(AveragePool2D_000 channel int16) +addQConfTest(Concatenation_001 layer uint8) +addQConfTest(Concatenation_001 channel int16) +addQConfTest(Conv2D_004 channel int16) +addQConfTest(Conv2D_004 layer uint8) +addQConfTest(DepthwiseConv2D_002 channel int16) +addQConfTest(DepthwiseConv2D_002 layer uint8) +addQConfTest(FullyConnected_003 channel int16) +addQConfTest(FullyConnected_003 layer uint8) +#addQConfTest(InstanceNorm_001 layer uint8) Enable this when int16 CWQ data is ready. +#addQConfTest(InstanceNorm_001 channel int16) Enable this when int16 CWQ data is ready. +addQConfTest(Mean_000 layer uint8) +addQConfTest(Mean_000 channel int16) +addQConfTest(MaxPool2D_000 layer uint8) +addQConfTest(MaxPool2D_000 channel int16) +addQConfTest(Mul_001 layer uint8) +addQConfTest(Mul_001 channel int16) +addQConfTest(PRelu_001 layer uint8) +addQConfTest(PRelu_001 channel int16) +addQConfTest(ReLU_000 layer uint8) +addQConfTest(ReLU_000 channel int16) +addQConfTest(Split_000 channel uint8) +addQConfTest(Split_000 channel int16) +addQConfTest(TransposeConv_001 channel int16) +addQConfTest(TransposeConv_001 layer uint8) + +addWeightsOnlyTest(Conv2D_004 channel int8) +addWeightsOnlyTest(Conv2D_004 channel int16) +addWeightsOnlyTest(DepthwiseConv2D_002 channel int8) +addWeightsOnlyTest(DepthwiseConv2D_002 channel int16) diff --git a/compiler/pota-quantization-value-test/test_fake_wquant_with_config.sh b/compiler/pota-quantization-value-test/test_fake_wquant_with_config.sh new file mode 100755 index 000000000..070b2738e --- /dev/null +++ b/compiler/pota-quantization-value-test/test_fake_wquant_with_config.sh @@ -0,0 +1,87 @@ +#!/bin/bash + +# This script tests fake quantization with config file +# +# HOW TO USE +# +# ./test_fake_wquant_with_config.sh <path/to/test.config> <path/to/work_dir> <TEST 1> <TEST 2> ... +# test.config : set ${RECORD_MINMAX_PATH} and ${CIRCLE_QUANTIZER_PATH} +# work_dir : build directory of quantization-value-test (ex: build/compiler/quantization-value-test) + +SOURCE_PATH="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)" +COMPARE_SCRIPT_PATH="${SOURCE_PATH}/compare_tensors.py" +CONFIG_PATH="$1"; shift +BIN_PATH=$(dirname "${CONFIG_PATH}") +WORKDIR="$1"; shift + +source "${CONFIG_PATH}" + +echo "-- Found CIRCLE_QUANTIZER: ${CIRCLE_QUANTIZER_PATH}" +echo "-- Found CIRCLE_TENSORDUMP: ${CIRCLE_TENSORDUMP_PATH}" +echo "-- Found workdir: ${WORKDIR}" + +TESTED=() +PASSED=() +FAILED=() + +pushd "${WORKDIR}" +while [ "$1" != "" ]; do + MODELNAME=$1; shift + GRANULARITY=$1; shift + DTYPE=$1; shift + TESTCASE="${MODELNAME}.${GRANULARITY}.${DTYPE}" + + TESTED+=("${TESTCASE}") + + TESTCASE_FILE="${WORKDIR}/${TESTCASE}" + TEST_RESULT_FILE="${BIN_PATH}/${TESTCASE}" + + PASSED_TAG="${TEST_RESULT_FILE}.fake_quantized.mixed.passed" + rm -f "${PASSED_TAG}" + + cat > "${TEST_RESULT_FILE}_fake_quantization_with_config.log" <( + exec 2>&1 + set -ex + + # Run circle-quantizer with --quantize_dequantize_weights + "${CIRCLE_QUANTIZER_PATH}" \ + --quantize_dequantize_weights float32 "${DTYPE}" "${GRANULARITY}" \ + --config "${SOURCE_PATH}/config_files/${MODELNAME}/${GRANULARITY}/${DTYPE}/qconf.json" \ + "${WORKDIR}/${MODELNAME}.circle" \ + "${TEST_RESULT_FILE}.fake_quantized.mixed.circle" + + # Dump weights values (circle-tensordump) + "${CIRCLE_TENSORDUMP_PATH}" \ + "${TEST_RESULT_FILE}.fake_quantized.mixed.circle" \ + --tensors_to_hdf5 "${TEST_RESULT_FILE}.fake_quantized.mixed.circle.h5" + + # Compare result + "${VIRTUALENV}/bin/python" "${COMPARE_SCRIPT_PATH}" \ + --input_h5 "${TEST_RESULT_FILE}.fake_quantized.mixed.circle.h5" \ + --expect_dir "${SOURCE_PATH}/expected_outputs/${MODELNAME}_config/${GRANULARITY}/${DTYPE}/fake_quantization" \ + --mode fake_quantization + + if [[ $? -eq 0 ]]; then + touch "${PASSED_TAG}" + fi + ) + + if [[ -f "${PASSED_TAG}" ]]; then + PASSED+=("$TESTCASE") + else + FAILED+=("$TESTCASE") + fi +done +popd + +if [[ ${#TESTED[@]} -ne ${#PASSED[@]} ]]; then + echo "FAILED" + for TEST in "${FAILED[@]}" + do + echo "- ${TEST}" + done + exit 255 +fi + +echo "PASSED" +exit 0 diff --git a/compiler/pota-quantization-value-test/test_inputs/Add_002/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/Add_002/channel/int16/0.txt new file mode 100644 index 000000000..a219546a1 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Add_002/channel/int16/0.txt @@ -0,0 +1 @@ +-0.48516417,-4.5555663 ,-2.9907737 , 2.422857 , 1.010034 , 3.6436582 , 0.29334423,-4.0628953 , 1.0116768 , 3.0871766 , 3.3341465 , 4.3921704 diff --git a/compiler/pota-quantization-value-test/test_inputs/Add_002/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/Add_002/channel/int16/1.txt new file mode 100644 index 000000000..70d3139a0 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Add_002/channel/int16/1.txt @@ -0,0 +1 @@ +-0.7787985 , 4.101575 ,-0.4839729 , 0.35971674,-4.3452406 ,-4.811665 ,-3.8693128 , 4.239326 , 0.44103175, 3.5549765 , 2.5334291 , 1.4546562 diff --git a/compiler/pota-quantization-value-test/test_inputs/Add_002/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/Add_002/channel/int16/2.txt new file mode 100644 index 000000000..3c38f8d5d --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Add_002/channel/int16/2.txt @@ -0,0 +1 @@ + 3.5943313,-1.4843192, 1.956341 ,-1.3242344, 1.5901331,-3.641623 , 4.6022506,-0.307265 ,-0.6359913,-4.0109854,-1.2064985, 1.1137954 diff --git a/compiler/pota-quantization-value-test/test_inputs/Add_002/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/Add_002/channel/int16/3.txt new file mode 100644 index 000000000..e89a022f5 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Add_002/channel/int16/3.txt @@ -0,0 +1 @@ + 3.1036437 ,-0.39538398,-0.07278133, 4.547673 , 3.9132211 , 2.6468625 ,-4.2830634 ,-2.0573084 , 2.1074655 ,-4.0634165 ,-4.55598 ,-0.7942089 diff --git a/compiler/pota-quantization-value-test/test_inputs/Add_002/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/Add_002/channel/int16/4.txt new file mode 100644 index 000000000..2b00832cd --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Add_002/channel/int16/4.txt @@ -0,0 +1 @@ +-2.7745228, 1.4813256, 4.4699864, 3.7466738,-2.9847758,-4.453416 , 3.2515864,-1.2459193,-4.44965 ,-1.8452735, 4.423347 , 4.2998137 diff --git a/compiler/pota-quantization-value-test/test_inputs/Add_002/layer/uint8/0.txt b/compiler/pota-quantization-value-test/test_inputs/Add_002/layer/uint8/0.txt new file mode 100644 index 000000000..b6e2efa3d --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Add_002/layer/uint8/0.txt @@ -0,0 +1 @@ +-0.8596993, 4.8127713,-3.4127183, 4.2323627,-2.2201376,-1.5362649,-4.9921966, 0.9565166, 3.2879171,-1.3590081,-3.771852 ,-4.1042285 diff --git a/compiler/pota-quantization-value-test/test_inputs/Add_002/layer/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/Add_002/layer/uint8/1.txt new file mode 100644 index 000000000..bcf2807ba --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Add_002/layer/uint8/1.txt @@ -0,0 +1 @@ + 0.14624089, 4.7304125 , 4.833998 , 4.2321773 ,-2.0582533 ,-2.3694758 , 1.4213978 , 2.2444596 , 3.3630798 ,-0.70257574, 3.586656 ,-2.513805 diff --git a/compiler/pota-quantization-value-test/test_inputs/Add_002/layer/uint8/2.txt b/compiler/pota-quantization-value-test/test_inputs/Add_002/layer/uint8/2.txt new file mode 100644 index 000000000..c3e32d2c5 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Add_002/layer/uint8/2.txt @@ -0,0 +1 @@ + 2.175218 , 0.02776978,-2.6291077 , 3.5350094 ,-1.2364857 ,-3.3151364 ,-0.92507887, 2.8038094 ,-1.8781518 , 3.6221995 , 2.4015775 ,-2.9217577 diff --git a/compiler/pota-quantization-value-test/test_inputs/Add_002/layer/uint8/3.txt b/compiler/pota-quantization-value-test/test_inputs/Add_002/layer/uint8/3.txt new file mode 100644 index 000000000..a92abd4f6 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Add_002/layer/uint8/3.txt @@ -0,0 +1 @@ +-1.0345451,-1.5055941,-4.144375 ,-4.727011 , 1.5841546, 4.5780725,-4.24402 ,-2.3966947,-3.0370803,-1.0234503,-0.2750057, 3.2965126 diff --git a/compiler/pota-quantization-value-test/test_inputs/Add_002/layer/uint8/4.txt b/compiler/pota-quantization-value-test/test_inputs/Add_002/layer/uint8/4.txt new file mode 100644 index 000000000..2f2937fcb --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Add_002/layer/uint8/4.txt @@ -0,0 +1 @@ +-2.4460397 , 2.6090143 , 4.1773095 , 0.11204174,-3.3053472 , 2.5160108 ,-3.0612547 , 1.0667087 , 2.8952355 , 3.842513 , 0.6790793 ,-0.33375 diff --git a/compiler/pota-quantization-value-test/test_inputs/Add_002_config/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/Add_002_config/channel/int16/0.txt new file mode 100644 index 000000000..b6e2efa3d --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Add_002_config/channel/int16/0.txt @@ -0,0 +1 @@ +-0.8596993, 4.8127713,-3.4127183, 4.2323627,-2.2201376,-1.5362649,-4.9921966, 0.9565166, 3.2879171,-1.3590081,-3.771852 ,-4.1042285 diff --git a/compiler/pota-quantization-value-test/test_inputs/Add_002_config/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/Add_002_config/channel/int16/1.txt new file mode 100644 index 000000000..bcf2807ba --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Add_002_config/channel/int16/1.txt @@ -0,0 +1 @@ + 0.14624089, 4.7304125 , 4.833998 , 4.2321773 ,-2.0582533 ,-2.3694758 , 1.4213978 , 2.2444596 , 3.3630798 ,-0.70257574, 3.586656 ,-2.513805 diff --git a/compiler/pota-quantization-value-test/test_inputs/Add_002_config/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/Add_002_config/channel/int16/2.txt new file mode 100644 index 000000000..c3e32d2c5 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Add_002_config/channel/int16/2.txt @@ -0,0 +1 @@ + 2.175218 , 0.02776978,-2.6291077 , 3.5350094 ,-1.2364857 ,-3.3151364 ,-0.92507887, 2.8038094 ,-1.8781518 , 3.6221995 , 2.4015775 ,-2.9217577 diff --git a/compiler/pota-quantization-value-test/test_inputs/Add_002_config/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/Add_002_config/channel/int16/3.txt new file mode 100644 index 000000000..a92abd4f6 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Add_002_config/channel/int16/3.txt @@ -0,0 +1 @@ +-1.0345451,-1.5055941,-4.144375 ,-4.727011 , 1.5841546, 4.5780725,-4.24402 ,-2.3966947,-3.0370803,-1.0234503,-0.2750057, 3.2965126 diff --git a/compiler/pota-quantization-value-test/test_inputs/Add_002_config/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/Add_002_config/channel/int16/4.txt new file mode 100644 index 000000000..2f2937fcb --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Add_002_config/channel/int16/4.txt @@ -0,0 +1 @@ +-2.4460397 , 2.6090143 , 4.1773095 , 0.11204174,-3.3053472 , 2.5160108 ,-3.0612547 , 1.0667087 , 2.8952355 , 3.842513 , 0.6790793 ,-0.33375 diff --git a/compiler/pota-quantization-value-test/test_inputs/Add_002_config/layer/uint8/0.txt b/compiler/pota-quantization-value-test/test_inputs/Add_002_config/layer/uint8/0.txt new file mode 100644 index 000000000..a219546a1 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Add_002_config/layer/uint8/0.txt @@ -0,0 +1 @@ +-0.48516417,-4.5555663 ,-2.9907737 , 2.422857 , 1.010034 , 3.6436582 , 0.29334423,-4.0628953 , 1.0116768 , 3.0871766 , 3.3341465 , 4.3921704 diff --git a/compiler/pota-quantization-value-test/test_inputs/Add_002_config/layer/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/Add_002_config/layer/uint8/1.txt new file mode 100644 index 000000000..70d3139a0 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Add_002_config/layer/uint8/1.txt @@ -0,0 +1 @@ +-0.7787985 , 4.101575 ,-0.4839729 , 0.35971674,-4.3452406 ,-4.811665 ,-3.8693128 , 4.239326 , 0.44103175, 3.5549765 , 2.5334291 , 1.4546562 diff --git a/compiler/pota-quantization-value-test/test_inputs/Add_002_config/layer/uint8/2.txt b/compiler/pota-quantization-value-test/test_inputs/Add_002_config/layer/uint8/2.txt new file mode 100644 index 000000000..3c38f8d5d --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Add_002_config/layer/uint8/2.txt @@ -0,0 +1 @@ + 3.5943313,-1.4843192, 1.956341 ,-1.3242344, 1.5901331,-3.641623 , 4.6022506,-0.307265 ,-0.6359913,-4.0109854,-1.2064985, 1.1137954 diff --git a/compiler/pota-quantization-value-test/test_inputs/Add_002_config/layer/uint8/3.txt b/compiler/pota-quantization-value-test/test_inputs/Add_002_config/layer/uint8/3.txt new file mode 100644 index 000000000..e89a022f5 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Add_002_config/layer/uint8/3.txt @@ -0,0 +1 @@ + 3.1036437 ,-0.39538398,-0.07278133, 4.547673 , 3.9132211 , 2.6468625 ,-4.2830634 ,-2.0573084 , 2.1074655 ,-4.0634165 ,-4.55598 ,-0.7942089 diff --git a/compiler/pota-quantization-value-test/test_inputs/Add_002_config/layer/uint8/4.txt b/compiler/pota-quantization-value-test/test_inputs/Add_002_config/layer/uint8/4.txt new file mode 100644 index 000000000..2b00832cd --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Add_002_config/layer/uint8/4.txt @@ -0,0 +1 @@ +-2.7745228, 1.4813256, 4.4699864, 3.7466738,-2.9847758,-4.453416 , 3.2515864,-1.2459193,-4.44965 ,-1.8452735, 4.423347 , 4.2998137 diff --git a/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/channel/int16/0.txt new file mode 100644 index 000000000..2a6b09b27 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/channel/int16/0.txt @@ -0,0 +1 @@ +-4.629505 , 1.0121975 ,-0.13417433,-2.329806 ,-3.4927373 ,-0.7574039 ,-2.2674313 , 3.1983519 , 2.4298382 ,-0.23268977, 2.0218065 ,-1.5087285 ,-1.3953347 ,-3.8100643 ,-1.7438283 , 3.9852605 , 2.9817178 ,-4.0460877 , 0.09402129, 4.3802586 ,-1.0991771 , 0.4134776 , 2.8136911 ,-3.6254618 ,-3.925183 , 4.691824 , 4.381538 ,-3.235543 ,-2.6764185 , 2.659456 ,-3.2127233 , 0.0206281 , 3.4056723 ,-1.693684 , 1.1005328 ,-3.1486542 , 0.77198106, 1.4526777 ,-2.3614178 , 4.8214664 ,-3.1486242 , 0.58941853,-4.1100698 , 4.1982718 , 1.7219902 ,-2.4375956 ,-1.7505955 , 1.7465224 ,-2.7494361 , 4.0679016 , 1.8936038 ,-4.523818 ,-3.4124248 ,-4.809946 ,-1.939553 , 4.9411273 , 1.6261404 ,-2.6846552 , 2.1339247 , 0.61396503,-1.6662381 , 2.4282491 , 2.662007 ,-0.40868336 diff --git a/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/channel/int16/1.txt new file mode 100644 index 000000000..470da6c74 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/channel/int16/1.txt @@ -0,0 +1 @@ + 0.70593804, 3.253847 , 1.1094694 , 0.5295975 , 0.5944647 ,-2.4391694 , 4.7912955 , 4.4374456 ,-2.942428 ,-3.5038033 ,-3.180417 , 2.1914082 ,-4.5295396 ,-3.0037553 ,-2.265191 , 0.20113531, 2.3805366 ,-0.9111223 ,-4.3170924 , 4.08436 , 1.1006241 ,-1.286977 , 4.811279 , 0.9131829 , 3.2051497 ,-2.8660698 ,-3.188871 , 1.4163305 , 4.061829 , 2.7783196 ,-3.4975152 , 3.4888391 , 2.5789826 ,-1.5264264 ,-0.13952135,-1.280177 , 2.4716458 , 2.6200528 ,-2.515086 , 3.441416 , 2.4515297 ,-0.9845471 , 0.9481396 , 1.1518412 , 1.6088997 , 1.445077 , 2.2620194 ,-2.0843177 ,-0.7263964 , 1.8159748 ,-3.3673623 , 0.2554476 ,-4.3550563 ,-1.4280493 ,-2.2702312 ,-4.7424164 ,-0.57241255,-2.813357 , 2.9161859 ,-0.9036504 , 0.00511268, 0.60724795, 4.8010454 , 1.6000834 diff --git a/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/channel/int16/2.txt new file mode 100644 index 000000000..d9e048b61 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/channel/int16/2.txt @@ -0,0 +1 @@ + 7.07888961e-01, 4.75798702e+00,-1.47843570e-01,-1.95845592e+00, 4.26537895e+00,-3.03711486e+00,-1.35137546e+00,-1.10638596e-01,-1.02415502e+00,-2.65345359e+00, 5.48920631e-01,-4.38003826e+00, 3.61377740e+00,-2.91408587e+00,-3.22874010e-01,-4.74363208e-01, 3.45294738e+00, 1.02204478e+00,-1.44102740e+00, 6.80687547e-01,-2.44050741e+00, 3.71395111e+00,-2.14443612e+00, 3.70928717e+00, 1.35871637e+00, 9.73374963e-01, 1.57826161e+00,-2.91381836e-01, 1.46376801e+00, 2.96391749e+00, 1.08418810e+00,-3.50718546e+00, 4.68637037e+00, 1.04839933e+00, 2.24482760e-01, 2.38816309e+00, 3.18772525e-01,-3.90284014e+00,-3.32757282e+00,-1.61143410e+00,-1.26013708e+00, 2.24948835e+00, 7.63151050e-01, 4.18296242e+00,-8.69123042e-01, 3.19850564e-01, 3.52391124e-01, 3.30018830e+00,-4.64861393e+00,-4.64479780e+00,-2.68103647e+00,-1.13277221e+00, 2.02201343e+00,-4.05572534e-01, 3.06759548e+00,-3.55881310e+00,-1.14900565e+00,-3.00835490e+00, 1.31509733e+00, 2.50206441e-01, 2.47731134e-01, 4.98673916e+00,-1.74064383e-01,-4.43180744e-03 diff --git a/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/channel/int16/3.txt new file mode 100644 index 000000000..cdbf98e8a --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/channel/int16/3.txt @@ -0,0 +1 @@ + 3.5591762 , 4.8821726 , 0.44271094, 4.786732 ,-2.4497197 , 2.4973536 , 2.034311 , 4.8329844 ,-3.9451184 , 4.9937835 , 2.0246332 ,-2.8319602 , 3.9617133 , 4.10946 ,-4.3191586 ,-2.8492777 ,-2.648121 ,-4.199404 ,-0.05163948,-4.7944984 , 2.8989205 , 1.4747709 ,-3.1194637 ,-2.877846 ,-0.39301065, 2.616311 , 2.6305614 , 1.7303206 , 3.6059175 ,-2.745988 , 2.5924454 , 3.0149276 , 4.0359216 ,-0.6135884 ,-2.5023808 ,-2.3395267 ,-3.0633461 ,-2.3836162 ,-4.4779797 ,-1.30866 , 1.9110863 , 0.654628 ,-4.559368 , 0.34231895,-0.8196542 , 4.7275734 , 3.2823656 ,-4.9644713 , 2.9191613 ,-3.4621727 ,-4.276584 ,-1.7153062 , 1.8820064 , 1.2659297 , 3.4141889 ,-4.905296 , 4.619848 ,-3.9501083 ,-1.5550466 , 3.6841137 , 1.7121594 , 1.9466268 , 1.5684807 , 4.5554323 diff --git a/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/channel/int16/4.txt new file mode 100644 index 000000000..065d77df6 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/channel/int16/4.txt @@ -0,0 +1 @@ +-2.2269225 ,-1.2782103 ,-3.381931 ,-1.5229299 , 2.0681949 , 1.7630705 ,-0.81455594,-2.6558595 ,-3.4870632 ,-4.647749 , 2.4453654 ,-2.242679 ,-1.0272806 , 0.5656208 , 0.69442594,-4.4343104 ,-3.9649677 ,-3.8908577 ,-1.642287 , 3.0714357 , 1.0880747 ,-2.1665683 ,-4.0994506 , 2.004911 , 3.5922902 , 3.775 , 1.1580672 ,-1.4154137 ,-4.4964633 ,-1.696588 , 4.0220857 ,-1.2785947 ,-4.2075186 ,-4.515838 , 0.99715126, 3.0928102 ,-2.295537 ,-4.772882 ,-1.2936146 ,-2.6903791 , 0.10453273,-1.8041211 , 3.787591 , 0.9493053 ,-4.41586 , 3.4252715 ,-0.25001565, 4.655357 ,-1.8767506 , 0.00600041, 4.660605 , 2.550518 ,-3.830558 , 1.7777463 ,-0.7170577 ,-0.26554853,-3.5770113 ,-1.1354474 , 4.663121 , 3.100427 , 0.03313563,-1.7419808 ,-1.4426676 ,-3.912533 diff --git a/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/layer/uint8/0.txt b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/layer/uint8/0.txt new file mode 100644 index 000000000..e42cbf88b --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/layer/uint8/0.txt @@ -0,0 +1 @@ +-4.1358833e+00, 1.7854472e+00, 4.1751757e+00, 5.5915713e-01,-2.6459083e-01,-1.7176826e+00,-1.8155930e+00, 2.8710868e+00,-2.7043006e+00, 1.0959731e+00,-2.0176995e+00,-6.5950048e-01,-3.6413522e+00,-4.1966043e+00,-2.6820884e+00,-3.6055098e+00, 3.6852844e+00, 8.9128174e-02, 1.3107824e+00,-3.6425626e+00,-3.2318896e-01, 3.6238370e+00,-4.9837337e+00,-4.0550299e+00,-1.4882606e+00, 1.5547658e+00,-1.1696080e+00, 2.1651111e+00, 4.9318314e+00,-3.5928023e+00,-1.2348548e+00,-1.7002642e+00, 1.7365140e+00,-8.8151926e-01,-4.1655774e+00,-1.0166957e+00,-3.7440193e+00, 2.8588972e+00, 4.1286149e+00,-4.9504828e+00, 4.8477168e+00,-2.2587967e+00, 2.8542519e+00,-7.9565448e-01, 6.8252671e-01, 2.5875571e-01,-6.3935977e-01,-4.8547015e+00, 4.1373856e-03,-1.3893708e+00, 8.8775367e-01, 2.1222150e-01, 3.1871333e+00, 1.3869151e+00,-3.8274391e+00, 3.2623324e+00, 7.2669631e-01, 1.0303619e+00, 8.1438148e-01, 8.1272924e-01,-2.7527118e+00, 1.8215455e+00,-1.6416427e-01, 4.9103169e+00 diff --git a/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/layer/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/layer/uint8/1.txt new file mode 100644 index 000000000..7caf8ce9e --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/layer/uint8/1.txt @@ -0,0 +1 @@ +-4.250757 , 1.4186406 , 0.63726735,-0.35924944, 1.9436699 , 3.2695885 , 3.6638293 , 4.5166173 , 1.3807241 ,-1.9112543 ,-1.9026492 ,-0.4800549 , 2.818216 ,-4.6390033 ,-3.8570547 , 3.6634028 ,-1.2112037 ,-1.3335027 , 1.3524677 , 2.7240725 ,-3.8335826 , 1.1397903 ,-3.1570992 ,-4.802078 , 3.8334577 , 0.23457901, 0.7132307 , 2.9887354 , 2.9702394 ,-1.4113717 ,-0.66712093, 0.77366674, 1.9308351 ,-0.45465755, 4.925366 , 2.4214447 , 2.8401468 , 0.49789894, 0.53141665,-2.7466767 , 0.2059374 ,-4.9661317 ,-4.1334467 , 1.6928389 ,-0.42529574, 1.1033608 , 4.275776 , 1.5063075 , 2.3528252 , 0.79505247, 3.9829993 ,-4.8472476 ,-1.2752185 , 3.7365675 , 1.976164 ,-4.742636 ,-2.7199092 ,-2.9191706 ,-3.181069 ,-4.489485 , 4.0847454 , 2.2164 , 0.9725334 ,-0.72566307 diff --git a/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/layer/uint8/2.txt b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/layer/uint8/2.txt new file mode 100644 index 000000000..7facffa57 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/layer/uint8/2.txt @@ -0,0 +1 @@ +-3.8293874 ,-0.13678598,-2.5444264 , 1.654611 ,-4.3037786 ,-3.4240584 ,-4.5642533 , 4.1250315 , 1.0469195 , 4.2802887 , 3.1617825 ,-3.1706758 ,-0.99622065, 2.7707603 , 3.7494645 ,-1.4548893 , 2.328633 , 1.7976477 ,-1.2107176 ,-2.0178459 ,-0.6488357 ,-2.9393644 , 2.8918762 , 3.6192262 ,-4.1777225 , 1.3264071 , 0.32620123, 0.7890992 ,-3.304334 , 3.4893208 , 2.5354576 ,-4.7718143 , 3.8602633 , 0.4927564 , 2.2971296 ,-0.3296792 , 2.8115997 ,-0.75152504, 0.558675 ,-2.343631 , 4.650826 ,-3.0893488 , 0.8726873 , 0.24922371, 2.7634025 , 1.0358421 ,-3.862506 ,-3.169402 ,-2.5373347 , 0.9484093 , 4.1409917 ,-4.0408096 ,-2.7231216 ,-2.548547 ,-2.6315095 , 0.8164778 ,-3.017436 , 1.1860138 ,-1.8634807 , 1.8684052 , 1.8657844 , 1.7747321 ,-3.1472425 ,-1.3989028 diff --git a/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/layer/uint8/3.txt b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/layer/uint8/3.txt new file mode 100644 index 000000000..0be8fdd19 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/layer/uint8/3.txt @@ -0,0 +1 @@ +-2.0492268 ,-2.2555764 ,-1.3543441 ,-3.7278662 ,-4.8601675 , 3.1095552 , 4.6319957 , 3.0211062 , 1.7870535 , 4.8839574 ,-1.3494394 , 2.635408 ,-0.24201432, 1.312397 , 0.16790341, 2.42507 ,-3.101355 , 3.1760497 ,-4.500736 ,-2.53691 , 1.064206 , 0.62096214, 2.803344 ,-4.6166744 ,-4.624786 , 3.667064 ,-1.484021 , 4.9401817 ,-3.763283 , 3.4351027 ,-2.906393 , 4.9945946 ,-3.2997096 , 3.6325612 ,-0.47211674, 0.28783202, 1.8703817 ,-4.042374 ,-3.3353784 , 4.9085765 ,-1.6753131 ,-3.4926984 ,-4.8663344 ,-4.495712 , 2.3402312 ,-1.0722051 , 0.28559962, 2.1208072 , 1.3024254 , 3.4810693 , 0.09860361, 1.695624 , 1.3901931 , 1.6858819 , 3.8231227 , 4.5972557 ,-4.6835494 , 0.5753765 ,-2.2377403 , 0.13013013,-2.1165738 ,-0.26044115,-0.653468 , 1.1010929 diff --git a/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/layer/uint8/4.txt b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/layer/uint8/4.txt new file mode 100644 index 000000000..7e2d618f9 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000/layer/uint8/4.txt @@ -0,0 +1 @@ + 4.397323 ,-0.51448834, 2.5729322 ,-4.3229046 , 1.149113 ,-3.8652143 ,-1.7352968 ,-0.7575065 ,-0.41720778, 4.327346 ,-4.2363043 , 0.8653738 ,-1.7511971 ,-0.7874244 ,-4.0734816 , 2.5622475 ,-3.1229742 ,-1.1783633 , 0.4017013 ,-0.76175183,-1.058416 , 1.128772 ,-3.0143378 ,-2.6688366 ,-2.575279 ,-4.326955 , 4.175434 , 4.791393 ,-1.10654 ,-4.4417224 , 3.5057635 , 1.5339037 ,-4.0297494 ,-3.7187057 ,-0.6645762 , 4.215642 , 1.6742749 , 2.5468905 , 1.73195 ,-3.3100636 ,-4.4818826 ,-2.5627983 ,-1.4624406 , 1.2433167 ,-4.005364 ,-4.3450556 ,-1.0652863 ,-1.0240986 , 3.989825 ,-4.1690702 ,-4.595108 ,-1.1154945 , 0.65749156, 2.5127344 , 2.509761 ,-4.3936505 , 3.6513395 ,-2.3340352 ,-4.3615093 , 3.5973237 , 0.9316653 , 1.9391845 , 3.6356397 , 0.8133118 diff --git a/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/channel/int16/0.txt new file mode 100644 index 000000000..e42cbf88b --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/channel/int16/0.txt @@ -0,0 +1 @@ +-4.1358833e+00, 1.7854472e+00, 4.1751757e+00, 5.5915713e-01,-2.6459083e-01,-1.7176826e+00,-1.8155930e+00, 2.8710868e+00,-2.7043006e+00, 1.0959731e+00,-2.0176995e+00,-6.5950048e-01,-3.6413522e+00,-4.1966043e+00,-2.6820884e+00,-3.6055098e+00, 3.6852844e+00, 8.9128174e-02, 1.3107824e+00,-3.6425626e+00,-3.2318896e-01, 3.6238370e+00,-4.9837337e+00,-4.0550299e+00,-1.4882606e+00, 1.5547658e+00,-1.1696080e+00, 2.1651111e+00, 4.9318314e+00,-3.5928023e+00,-1.2348548e+00,-1.7002642e+00, 1.7365140e+00,-8.8151926e-01,-4.1655774e+00,-1.0166957e+00,-3.7440193e+00, 2.8588972e+00, 4.1286149e+00,-4.9504828e+00, 4.8477168e+00,-2.2587967e+00, 2.8542519e+00,-7.9565448e-01, 6.8252671e-01, 2.5875571e-01,-6.3935977e-01,-4.8547015e+00, 4.1373856e-03,-1.3893708e+00, 8.8775367e-01, 2.1222150e-01, 3.1871333e+00, 1.3869151e+00,-3.8274391e+00, 3.2623324e+00, 7.2669631e-01, 1.0303619e+00, 8.1438148e-01, 8.1272924e-01,-2.7527118e+00, 1.8215455e+00,-1.6416427e-01, 4.9103169e+00 diff --git a/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/channel/int16/1.txt new file mode 100644 index 000000000..7caf8ce9e --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/channel/int16/1.txt @@ -0,0 +1 @@ +-4.250757 , 1.4186406 , 0.63726735,-0.35924944, 1.9436699 , 3.2695885 , 3.6638293 , 4.5166173 , 1.3807241 ,-1.9112543 ,-1.9026492 ,-0.4800549 , 2.818216 ,-4.6390033 ,-3.8570547 , 3.6634028 ,-1.2112037 ,-1.3335027 , 1.3524677 , 2.7240725 ,-3.8335826 , 1.1397903 ,-3.1570992 ,-4.802078 , 3.8334577 , 0.23457901, 0.7132307 , 2.9887354 , 2.9702394 ,-1.4113717 ,-0.66712093, 0.77366674, 1.9308351 ,-0.45465755, 4.925366 , 2.4214447 , 2.8401468 , 0.49789894, 0.53141665,-2.7466767 , 0.2059374 ,-4.9661317 ,-4.1334467 , 1.6928389 ,-0.42529574, 1.1033608 , 4.275776 , 1.5063075 , 2.3528252 , 0.79505247, 3.9829993 ,-4.8472476 ,-1.2752185 , 3.7365675 , 1.976164 ,-4.742636 ,-2.7199092 ,-2.9191706 ,-3.181069 ,-4.489485 , 4.0847454 , 2.2164 , 0.9725334 ,-0.72566307 diff --git a/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/channel/int16/2.txt new file mode 100644 index 000000000..7facffa57 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/channel/int16/2.txt @@ -0,0 +1 @@ +-3.8293874 ,-0.13678598,-2.5444264 , 1.654611 ,-4.3037786 ,-3.4240584 ,-4.5642533 , 4.1250315 , 1.0469195 , 4.2802887 , 3.1617825 ,-3.1706758 ,-0.99622065, 2.7707603 , 3.7494645 ,-1.4548893 , 2.328633 , 1.7976477 ,-1.2107176 ,-2.0178459 ,-0.6488357 ,-2.9393644 , 2.8918762 , 3.6192262 ,-4.1777225 , 1.3264071 , 0.32620123, 0.7890992 ,-3.304334 , 3.4893208 , 2.5354576 ,-4.7718143 , 3.8602633 , 0.4927564 , 2.2971296 ,-0.3296792 , 2.8115997 ,-0.75152504, 0.558675 ,-2.343631 , 4.650826 ,-3.0893488 , 0.8726873 , 0.24922371, 2.7634025 , 1.0358421 ,-3.862506 ,-3.169402 ,-2.5373347 , 0.9484093 , 4.1409917 ,-4.0408096 ,-2.7231216 ,-2.548547 ,-2.6315095 , 0.8164778 ,-3.017436 , 1.1860138 ,-1.8634807 , 1.8684052 , 1.8657844 , 1.7747321 ,-3.1472425 ,-1.3989028 diff --git a/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/channel/int16/3.txt new file mode 100644 index 000000000..0be8fdd19 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/channel/int16/3.txt @@ -0,0 +1 @@ +-2.0492268 ,-2.2555764 ,-1.3543441 ,-3.7278662 ,-4.8601675 , 3.1095552 , 4.6319957 , 3.0211062 , 1.7870535 , 4.8839574 ,-1.3494394 , 2.635408 ,-0.24201432, 1.312397 , 0.16790341, 2.42507 ,-3.101355 , 3.1760497 ,-4.500736 ,-2.53691 , 1.064206 , 0.62096214, 2.803344 ,-4.6166744 ,-4.624786 , 3.667064 ,-1.484021 , 4.9401817 ,-3.763283 , 3.4351027 ,-2.906393 , 4.9945946 ,-3.2997096 , 3.6325612 ,-0.47211674, 0.28783202, 1.8703817 ,-4.042374 ,-3.3353784 , 4.9085765 ,-1.6753131 ,-3.4926984 ,-4.8663344 ,-4.495712 , 2.3402312 ,-1.0722051 , 0.28559962, 2.1208072 , 1.3024254 , 3.4810693 , 0.09860361, 1.695624 , 1.3901931 , 1.6858819 , 3.8231227 , 4.5972557 ,-4.6835494 , 0.5753765 ,-2.2377403 , 0.13013013,-2.1165738 ,-0.26044115,-0.653468 , 1.1010929 diff --git a/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/channel/int16/4.txt new file mode 100644 index 000000000..7e2d618f9 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/channel/int16/4.txt @@ -0,0 +1 @@ + 4.397323 ,-0.51448834, 2.5729322 ,-4.3229046 , 1.149113 ,-3.8652143 ,-1.7352968 ,-0.7575065 ,-0.41720778, 4.327346 ,-4.2363043 , 0.8653738 ,-1.7511971 ,-0.7874244 ,-4.0734816 , 2.5622475 ,-3.1229742 ,-1.1783633 , 0.4017013 ,-0.76175183,-1.058416 , 1.128772 ,-3.0143378 ,-2.6688366 ,-2.575279 ,-4.326955 , 4.175434 , 4.791393 ,-1.10654 ,-4.4417224 , 3.5057635 , 1.5339037 ,-4.0297494 ,-3.7187057 ,-0.6645762 , 4.215642 , 1.6742749 , 2.5468905 , 1.73195 ,-3.3100636 ,-4.4818826 ,-2.5627983 ,-1.4624406 , 1.2433167 ,-4.005364 ,-4.3450556 ,-1.0652863 ,-1.0240986 , 3.989825 ,-4.1690702 ,-4.595108 ,-1.1154945 , 0.65749156, 2.5127344 , 2.509761 ,-4.3936505 , 3.6513395 ,-2.3340352 ,-4.3615093 , 3.5973237 , 0.9316653 , 1.9391845 , 3.6356397 , 0.8133118 diff --git a/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/layer/uint8/0.txt b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/layer/uint8/0.txt new file mode 100644 index 000000000..2a6b09b27 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/layer/uint8/0.txt @@ -0,0 +1 @@ +-4.629505 , 1.0121975 ,-0.13417433,-2.329806 ,-3.4927373 ,-0.7574039 ,-2.2674313 , 3.1983519 , 2.4298382 ,-0.23268977, 2.0218065 ,-1.5087285 ,-1.3953347 ,-3.8100643 ,-1.7438283 , 3.9852605 , 2.9817178 ,-4.0460877 , 0.09402129, 4.3802586 ,-1.0991771 , 0.4134776 , 2.8136911 ,-3.6254618 ,-3.925183 , 4.691824 , 4.381538 ,-3.235543 ,-2.6764185 , 2.659456 ,-3.2127233 , 0.0206281 , 3.4056723 ,-1.693684 , 1.1005328 ,-3.1486542 , 0.77198106, 1.4526777 ,-2.3614178 , 4.8214664 ,-3.1486242 , 0.58941853,-4.1100698 , 4.1982718 , 1.7219902 ,-2.4375956 ,-1.7505955 , 1.7465224 ,-2.7494361 , 4.0679016 , 1.8936038 ,-4.523818 ,-3.4124248 ,-4.809946 ,-1.939553 , 4.9411273 , 1.6261404 ,-2.6846552 , 2.1339247 , 0.61396503,-1.6662381 , 2.4282491 , 2.662007 ,-0.40868336 diff --git a/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/layer/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/layer/uint8/1.txt new file mode 100644 index 000000000..470da6c74 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/layer/uint8/1.txt @@ -0,0 +1 @@ + 0.70593804, 3.253847 , 1.1094694 , 0.5295975 , 0.5944647 ,-2.4391694 , 4.7912955 , 4.4374456 ,-2.942428 ,-3.5038033 ,-3.180417 , 2.1914082 ,-4.5295396 ,-3.0037553 ,-2.265191 , 0.20113531, 2.3805366 ,-0.9111223 ,-4.3170924 , 4.08436 , 1.1006241 ,-1.286977 , 4.811279 , 0.9131829 , 3.2051497 ,-2.8660698 ,-3.188871 , 1.4163305 , 4.061829 , 2.7783196 ,-3.4975152 , 3.4888391 , 2.5789826 ,-1.5264264 ,-0.13952135,-1.280177 , 2.4716458 , 2.6200528 ,-2.515086 , 3.441416 , 2.4515297 ,-0.9845471 , 0.9481396 , 1.1518412 , 1.6088997 , 1.445077 , 2.2620194 ,-2.0843177 ,-0.7263964 , 1.8159748 ,-3.3673623 , 0.2554476 ,-4.3550563 ,-1.4280493 ,-2.2702312 ,-4.7424164 ,-0.57241255,-2.813357 , 2.9161859 ,-0.9036504 , 0.00511268, 0.60724795, 4.8010454 , 1.6000834 diff --git a/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/layer/uint8/2.txt b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/layer/uint8/2.txt new file mode 100644 index 000000000..d9e048b61 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/layer/uint8/2.txt @@ -0,0 +1 @@ + 7.07888961e-01, 4.75798702e+00,-1.47843570e-01,-1.95845592e+00, 4.26537895e+00,-3.03711486e+00,-1.35137546e+00,-1.10638596e-01,-1.02415502e+00,-2.65345359e+00, 5.48920631e-01,-4.38003826e+00, 3.61377740e+00,-2.91408587e+00,-3.22874010e-01,-4.74363208e-01, 3.45294738e+00, 1.02204478e+00,-1.44102740e+00, 6.80687547e-01,-2.44050741e+00, 3.71395111e+00,-2.14443612e+00, 3.70928717e+00, 1.35871637e+00, 9.73374963e-01, 1.57826161e+00,-2.91381836e-01, 1.46376801e+00, 2.96391749e+00, 1.08418810e+00,-3.50718546e+00, 4.68637037e+00, 1.04839933e+00, 2.24482760e-01, 2.38816309e+00, 3.18772525e-01,-3.90284014e+00,-3.32757282e+00,-1.61143410e+00,-1.26013708e+00, 2.24948835e+00, 7.63151050e-01, 4.18296242e+00,-8.69123042e-01, 3.19850564e-01, 3.52391124e-01, 3.30018830e+00,-4.64861393e+00,-4.64479780e+00,-2.68103647e+00,-1.13277221e+00, 2.02201343e+00,-4.05572534e-01, 3.06759548e+00,-3.55881310e+00,-1.14900565e+00,-3.00835490e+00, 1.31509733e+00, 2.50206441e-01, 2.47731134e-01, 4.98673916e+00,-1.74064383e-01,-4.43180744e-03 diff --git a/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/layer/uint8/3.txt b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/layer/uint8/3.txt new file mode 100644 index 000000000..cdbf98e8a --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/layer/uint8/3.txt @@ -0,0 +1 @@ + 3.5591762 , 4.8821726 , 0.44271094, 4.786732 ,-2.4497197 , 2.4973536 , 2.034311 , 4.8329844 ,-3.9451184 , 4.9937835 , 2.0246332 ,-2.8319602 , 3.9617133 , 4.10946 ,-4.3191586 ,-2.8492777 ,-2.648121 ,-4.199404 ,-0.05163948,-4.7944984 , 2.8989205 , 1.4747709 ,-3.1194637 ,-2.877846 ,-0.39301065, 2.616311 , 2.6305614 , 1.7303206 , 3.6059175 ,-2.745988 , 2.5924454 , 3.0149276 , 4.0359216 ,-0.6135884 ,-2.5023808 ,-2.3395267 ,-3.0633461 ,-2.3836162 ,-4.4779797 ,-1.30866 , 1.9110863 , 0.654628 ,-4.559368 , 0.34231895,-0.8196542 , 4.7275734 , 3.2823656 ,-4.9644713 , 2.9191613 ,-3.4621727 ,-4.276584 ,-1.7153062 , 1.8820064 , 1.2659297 , 3.4141889 ,-4.905296 , 4.619848 ,-3.9501083 ,-1.5550466 , 3.6841137 , 1.7121594 , 1.9466268 , 1.5684807 , 4.5554323 diff --git a/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/layer/uint8/4.txt b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/layer/uint8/4.txt new file mode 100644 index 000000000..065d77df6 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/AveragePool2D_000_config/layer/uint8/4.txt @@ -0,0 +1 @@ +-2.2269225 ,-1.2782103 ,-3.381931 ,-1.5229299 , 2.0681949 , 1.7630705 ,-0.81455594,-2.6558595 ,-3.4870632 ,-4.647749 , 2.4453654 ,-2.242679 ,-1.0272806 , 0.5656208 , 0.69442594,-4.4343104 ,-3.9649677 ,-3.8908577 ,-1.642287 , 3.0714357 , 1.0880747 ,-2.1665683 ,-4.0994506 , 2.004911 , 3.5922902 , 3.775 , 1.1580672 ,-1.4154137 ,-4.4964633 ,-1.696588 , 4.0220857 ,-1.2785947 ,-4.2075186 ,-4.515838 , 0.99715126, 3.0928102 ,-2.295537 ,-4.772882 ,-1.2936146 ,-2.6903791 , 0.10453273,-1.8041211 , 3.787591 , 0.9493053 ,-4.41586 , 3.4252715 ,-0.25001565, 4.655357 ,-1.8767506 , 0.00600041, 4.660605 , 2.550518 ,-3.830558 , 1.7777463 ,-0.7170577 ,-0.26554853,-3.5770113 ,-1.1354474 , 4.663121 , 3.100427 , 0.03313563,-1.7419808 ,-1.4426676 ,-3.912533 diff --git a/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/channel/int16/0.txt new file mode 100644 index 000000000..af1c2dff8 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/channel/int16/0.txt @@ -0,0 +1 @@ +-4.0575085 , 2.5941508 ,-2.550309 ,-0.03760919 diff --git a/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/channel/int16/1.txt new file mode 100644 index 000000000..0ede613ac --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/channel/int16/1.txt @@ -0,0 +1 @@ + 0.4857123,-4.032874 ,-3.687589 ,-1.235227 diff --git a/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/channel/int16/2.txt new file mode 100644 index 000000000..b0b0392ba --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/channel/int16/2.txt @@ -0,0 +1 @@ + 0.21878362, 3.9175916 ,-4.6141233 , 3.709655 diff --git a/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/channel/int16/3.txt new file mode 100644 index 000000000..d8a8cad12 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/channel/int16/3.txt @@ -0,0 +1 @@ +-1.9645791,-1.4466153, 1.2543651,-1.0288917 diff --git a/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/channel/int16/4.txt new file mode 100644 index 000000000..ca2a1c3b4 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/channel/int16/4.txt @@ -0,0 +1 @@ +-2.1611342, 2.4875243, 3.096089 ,-1.1327268 diff --git a/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/layer/uint8/0.txt b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/layer/uint8/0.txt new file mode 100644 index 000000000..9def1c2eb --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/layer/uint8/0.txt @@ -0,0 +1 @@ +0.24671102,3.271825 ,3.979895 ,1.3334678 diff --git a/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/layer/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/layer/uint8/1.txt new file mode 100644 index 000000000..eaec2409f --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/layer/uint8/1.txt @@ -0,0 +1 @@ + 1.9181111, 2.2396102,-2.8641696,-1.9045062 diff --git a/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/layer/uint8/2.txt b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/layer/uint8/2.txt new file mode 100644 index 000000000..3e05181cc --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/layer/uint8/2.txt @@ -0,0 +1 @@ +4.751434 ,2.8798263 ,0.15149078,2.9485583 diff --git a/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/layer/uint8/3.txt b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/layer/uint8/3.txt new file mode 100644 index 000000000..19d95b267 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/layer/uint8/3.txt @@ -0,0 +1 @@ +-1.5743442 , 0.6716824 , 0.75737774,-0.27396253 diff --git a/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/layer/uint8/4.txt b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/layer/uint8/4.txt new file mode 100644 index 000000000..d302e07a9 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001/layer/uint8/4.txt @@ -0,0 +1 @@ +-1.0539489 , 1.9595883 , 0.19975437, 2.526178 diff --git a/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/channel/int16/0.txt new file mode 100644 index 000000000..9def1c2eb --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/channel/int16/0.txt @@ -0,0 +1 @@ +0.24671102,3.271825 ,3.979895 ,1.3334678 diff --git a/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/channel/int16/1.txt new file mode 100644 index 000000000..eaec2409f --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/channel/int16/1.txt @@ -0,0 +1 @@ + 1.9181111, 2.2396102,-2.8641696,-1.9045062 diff --git a/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/channel/int16/2.txt new file mode 100644 index 000000000..3e05181cc --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/channel/int16/2.txt @@ -0,0 +1 @@ +4.751434 ,2.8798263 ,0.15149078,2.9485583 diff --git a/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/channel/int16/3.txt new file mode 100644 index 000000000..19d95b267 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/channel/int16/3.txt @@ -0,0 +1 @@ +-1.5743442 , 0.6716824 , 0.75737774,-0.27396253 diff --git a/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/channel/int16/4.txt new file mode 100644 index 000000000..d302e07a9 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/channel/int16/4.txt @@ -0,0 +1 @@ +-1.0539489 , 1.9595883 , 0.19975437, 2.526178 diff --git a/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/layer/uint8/0.txt b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/layer/uint8/0.txt new file mode 100644 index 000000000..af1c2dff8 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/layer/uint8/0.txt @@ -0,0 +1 @@ +-4.0575085 , 2.5941508 ,-2.550309 ,-0.03760919 diff --git a/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/layer/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/layer/uint8/1.txt new file mode 100644 index 000000000..0ede613ac --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/layer/uint8/1.txt @@ -0,0 +1 @@ + 0.4857123,-4.032874 ,-3.687589 ,-1.235227 diff --git a/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/layer/uint8/2.txt b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/layer/uint8/2.txt new file mode 100644 index 000000000..b0b0392ba --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/layer/uint8/2.txt @@ -0,0 +1 @@ + 0.21878362, 3.9175916 ,-4.6141233 , 3.709655 diff --git a/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/layer/uint8/3.txt b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/layer/uint8/3.txt new file mode 100644 index 000000000..d8a8cad12 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/layer/uint8/3.txt @@ -0,0 +1 @@ +-1.9645791,-1.4466153, 1.2543651,-1.0288917 diff --git a/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/layer/uint8/4.txt b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/layer/uint8/4.txt new file mode 100644 index 000000000..ca2a1c3b4 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Concatenation_001_config/layer/uint8/4.txt @@ -0,0 +1 @@ +-2.1611342, 2.4875243, 3.096089 ,-1.1327268 diff --git a/compiler/pota-quantization-value-test/test_inputs/Conv2D_004/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004/channel/int16/0.txt new file mode 100644 index 000000000..f82ad6704 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004/channel/int16/0.txt @@ -0,0 +1 @@ + 1.4040831 , 4.8621206 , 0.22880335,-0.3116556 , 0.260938 ,-0.61554366, 3.779648 ,-4.650609 , 3.886638 ,-0.25574106,-0.45002133, 4.9870906 ,-2.3277295 ,-4.9648423 ,-3.7695415 , 3.2857463 ,-4.5514555 ,-3.7705963 , 3.8458307 ,-4.797776 ,-3.4295716 ,-4.6026535 ,-1.4011091 , 2.8851774 diff --git a/compiler/pota-quantization-value-test/test_inputs/Conv2D_004/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004/channel/int16/1.txt new file mode 100644 index 000000000..722337286 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004/channel/int16/1.txt @@ -0,0 +1 @@ +-4.171929 ,-2.2911541 , 2.8965824 , 0.27504483,-1.6088463 ,-0.6509234 ,-3.262618 , 0.9633116 , 2.4504175 , 0.97706884, 0.4212074 , 1.4083375 ,-2.9757218 ,-3.1010823 ,-1.7146534 , 4.105306 , 0.07195274, 3.0232217 ,-2.7568955 ,-4.8887763 ,-3.4171093 ,-0.91494775, 2.5260248 , 4.74184 diff --git a/compiler/pota-quantization-value-test/test_inputs/Conv2D_004/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004/channel/int16/2.txt new file mode 100644 index 000000000..1283a8ad1 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004/channel/int16/2.txt @@ -0,0 +1 @@ + 0.14139967, 1.9541235 ,-4.945228 ,-0.48999134, 3.7479703 , 0.29318067, 0.21036309, 4.357736 ,-4.3354783 ,-1.9236348 , 0.49615476,-1.8418436 ,-2.425741 , 4.817022 , 1.5093465 , 2.417444 ,-4.69463 , 0.3433745 ,-4.5979595 ,-3.9027495 ,-0.29977685, 4.9239326 ,-0.39175773, 1.277211 diff --git a/compiler/pota-quantization-value-test/test_inputs/Conv2D_004/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004/channel/int16/3.txt new file mode 100644 index 000000000..c931e1752 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004/channel/int16/3.txt @@ -0,0 +1 @@ +-3.692852 ,-1.0075341 ,-2.4409268 , 0.92995465,-3.1325107 , 4.028981 , 0.8446181 ,-2.2990613 , 4.0820794 , 3.1633005 , 4.1527267 ,-3.9514909 , 2.6104712 , 4.660645 ,-1.7398617 , 0.15663597,-3.6861904 ,-2.9019265 , 3.8828175 ,-2.712909 , 4.3699546 ,-3.5953352 ,-3.0655813 , 0.59767616 diff --git a/compiler/pota-quantization-value-test/test_inputs/Conv2D_004/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004/channel/int16/4.txt new file mode 100644 index 000000000..d33c2dbec --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004/channel/int16/4.txt @@ -0,0 +1 @@ +-2.8695228 , 2.865197 , 0.6635586 , 0.22709726, 2.85572 ,-4.2051144 , 1.5833759 ,-4.4277377 , 4.0004573 , 2.4766827 , 3.0412688 ,-4.8891425 ,-4.489896 , 3.0812325 , 2.1947708 , 1.6387184 , 0.31932488,-0.41092923,-0.0730476 , 0.7265327 , 4.1333 , 3.157228 , 4.7395325 , 3.4576747 diff --git a/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/channel/int16/0.txt new file mode 100644 index 000000000..0614b5e83 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/channel/int16/0.txt @@ -0,0 +1 @@ +0.01090685,0.0581577 ,0.637094 ,0.64067715,0.26264507,0.13692169,0.9649414 ,0.5117181 ,0.18012471,0.07855253,0.6358017 ,0.62257963,0.41469443,0.93169045,0.20763828,0.7634293 ,0.75929826,0.72708374,0.23463063,0.58222896,0.6351517 ,0.68781173,0.5558012 ,0.7652179 diff --git a/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/channel/int16/1.txt new file mode 100644 index 000000000..b1c39382f --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/channel/int16/1.txt @@ -0,0 +1 @@ +0.57017624,0.08235867,0.03672464,0.40372616,0.7353964 ,0.59611887,0.7675548 ,0.21004233,0.09803218,0.20009473,0.8821493 ,0.17015271,0.14840214,0.99910176,0.37003204,0.22893582,0.43173164,0.3105084 ,0.41997132,0.43714985,0.08115962,0.71896386,0.7810953 ,0.00524598 diff --git a/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/channel/int16/2.txt new file mode 100644 index 000000000..7e562de75 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/channel/int16/2.txt @@ -0,0 +1 @@ +0.65292275,0.79842275,0.97853714,0.6711518 ,0.607567 ,0.40971732,0.74838483,0.95853555,0.32158023,0.911524 ,0.66938365,0.8573132 ,0.3047727 ,0.5561248 ,0.914098 ,0.07650814,0.37868017,0.29269257,0.19652605,0.63025194,0.61496884,0.32011527,0.8204132 ,0.21866946 diff --git a/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/channel/int16/3.txt new file mode 100644 index 000000000..2958a7f54 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/channel/int16/3.txt @@ -0,0 +1 @@ +0.4548901 ,0.56957537,0.0252368 ,0.4884317 ,0.7516498 ,0.02631272,0.22107519,0.95249426,0.34902394,0.11520014,0.808911 ,0.4148615 ,0.63615656,0.84020686,0.3633697 ,0.23993976,0.54176176,0.86938345,0.81628686,0.6380988 ,0.91891205,0.0406627 ,0.90289026,0.9429013 diff --git a/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/channel/int16/4.txt new file mode 100644 index 000000000..fc969308e --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/channel/int16/4.txt @@ -0,0 +1 @@ +0.9309136 ,0.02123719,0.64467335,0.6910113 ,0.47402772,0.54622203,0.31527275,0.81530565,0.98981965,0.36102158,0.03114039,0.1902339 ,0.45183742,0.60178596,0.4683102 ,0.59810966,0.40558222,0.5420302 ,0.72699505,0.9575108 ,0.46746576,0.08518691,0.40302262,0.69213694 diff --git a/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/layer/uint8/0.txt b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/layer/uint8/0.txt new file mode 100644 index 000000000..f82ad6704 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/layer/uint8/0.txt @@ -0,0 +1 @@ + 1.4040831 , 4.8621206 , 0.22880335,-0.3116556 , 0.260938 ,-0.61554366, 3.779648 ,-4.650609 , 3.886638 ,-0.25574106,-0.45002133, 4.9870906 ,-2.3277295 ,-4.9648423 ,-3.7695415 , 3.2857463 ,-4.5514555 ,-3.7705963 , 3.8458307 ,-4.797776 ,-3.4295716 ,-4.6026535 ,-1.4011091 , 2.8851774 diff --git a/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/layer/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/layer/uint8/1.txt new file mode 100644 index 000000000..722337286 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/layer/uint8/1.txt @@ -0,0 +1 @@ +-4.171929 ,-2.2911541 , 2.8965824 , 0.27504483,-1.6088463 ,-0.6509234 ,-3.262618 , 0.9633116 , 2.4504175 , 0.97706884, 0.4212074 , 1.4083375 ,-2.9757218 ,-3.1010823 ,-1.7146534 , 4.105306 , 0.07195274, 3.0232217 ,-2.7568955 ,-4.8887763 ,-3.4171093 ,-0.91494775, 2.5260248 , 4.74184 diff --git a/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/layer/uint8/2.txt b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/layer/uint8/2.txt new file mode 100644 index 000000000..1283a8ad1 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/layer/uint8/2.txt @@ -0,0 +1 @@ + 0.14139967, 1.9541235 ,-4.945228 ,-0.48999134, 3.7479703 , 0.29318067, 0.21036309, 4.357736 ,-4.3354783 ,-1.9236348 , 0.49615476,-1.8418436 ,-2.425741 , 4.817022 , 1.5093465 , 2.417444 ,-4.69463 , 0.3433745 ,-4.5979595 ,-3.9027495 ,-0.29977685, 4.9239326 ,-0.39175773, 1.277211 diff --git a/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/layer/uint8/3.txt b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/layer/uint8/3.txt new file mode 100644 index 000000000..c931e1752 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/layer/uint8/3.txt @@ -0,0 +1 @@ +-3.692852 ,-1.0075341 ,-2.4409268 , 0.92995465,-3.1325107 , 4.028981 , 0.8446181 ,-2.2990613 , 4.0820794 , 3.1633005 , 4.1527267 ,-3.9514909 , 2.6104712 , 4.660645 ,-1.7398617 , 0.15663597,-3.6861904 ,-2.9019265 , 3.8828175 ,-2.712909 , 4.3699546 ,-3.5953352 ,-3.0655813 , 0.59767616 diff --git a/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/layer/uint8/4.txt b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/layer/uint8/4.txt new file mode 100644 index 000000000..d33c2dbec --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Conv2D_004_config/layer/uint8/4.txt @@ -0,0 +1 @@ +-2.8695228 , 2.865197 , 0.6635586 , 0.22709726, 2.85572 ,-4.2051144 , 1.5833759 ,-4.4277377 , 4.0004573 , 2.4766827 , 3.0412688 ,-4.8891425 ,-4.489896 , 3.0812325 , 2.1947708 , 1.6387184 , 0.31932488,-0.41092923,-0.0730476 , 0.7265327 , 4.1333 , 3.157228 , 4.7395325 , 3.4576747 diff --git a/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002/channel/int16/0.txt new file mode 100644 index 000000000..cc434b0a8 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002/channel/int16/0.txt @@ -0,0 +1 @@ +-4.0618963 ,-0.56899416,-2.6450877 , 2.4534085 , 1.98115 , 1.906561 ,-3.9617727 ,-0.6071247 , 3.1096997 , 4.4270124 ,-2.8755112 ,-1.8822336 ,-2.3567479 , 1.9797888 ,-3.5018713 , 3.429169 diff --git a/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002/channel/int16/1.txt new file mode 100644 index 000000000..2c637a1d2 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002/channel/int16/1.txt @@ -0,0 +1 @@ +-1.6089132 , 1.4328785 ,-3.2579598 ,-2.1328773 ,-2.6566415 , 2.541386 ,-4.3314023 , 0.48684084, 3.3134763 ,-2.69083 ,-0.45710313,-3.6763198 , 0.22075526,-3.159208 ,-2.1573126 , 4.1621423 diff --git a/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002/channel/int16/2.txt new file mode 100644 index 000000000..4b57fe8e0 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002/channel/int16/2.txt @@ -0,0 +1 @@ +-4.061572 , 3.0518744 , 2.694435 ,-4.720131 , 1.3782452 , 4.083631 , 4.1221976 ,-1.2299284 , 3.096133 , 3.8382158 ,-1.9518853 , 4.350529 , 0.09219506, 2.6483617 , 0.74373996, 2.7447948 diff --git a/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002/channel/int16/3.txt new file mode 100644 index 000000000..49c3022c2 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002/channel/int16/3.txt @@ -0,0 +1 @@ + 4.68769 ,-3.2768764 , 3.1849844 , 4.497627 ,-1.2611016 ,-3.1152303 ,-0.8408633 , 0.4938034 , 4.0921655 ,-2.3150117 , 0.10100875,-3.8374226 , 4.08059 ,-0.74594986,-3.1000822 , 4.3654246 diff --git a/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002/channel/int16/4.txt new file mode 100644 index 000000000..e02c8ca16 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002/channel/int16/4.txt @@ -0,0 +1 @@ +-3.6168842 , 4.1935644 , 0.73750836, 4.6044145 , 2.8967912 ,-1.8085694 , 4.539956 ,-0.37032878, 1.9738418 , 1.5388782 ,-2.945171 ,-3.3875864 ,-4.516983 ,-3.4998245 ,-4.676514 ,-2.2738194 diff --git a/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/channel/int16/0.txt new file mode 100644 index 000000000..f4fb503ea --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/channel/int16/0.txt @@ -0,0 +1 @@ +0.4383064 ,0.8700848 ,0.86010957,0.08396256,0.7963264 ,0.4156023 ,0.28146362,0.82196397,0.9921972 ,0.09969576,0.23987265,0.6734369 ,0.5469574 ,0.20805728,0.32639247,0.76773816 diff --git a/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/channel/int16/1.txt new file mode 100644 index 000000000..af4b01576 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/channel/int16/1.txt @@ -0,0 +1 @@ +0.4565062 ,0.92036587,0.47286046,0.18118097,0.5347498 ,0.91550153,0.300375 ,0.00581101,0.38686675,0.91085213,0.07278002,0.35556316,0.13014294,0.7274307 ,0.13867259,0.27517235 diff --git a/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/channel/int16/2.txt new file mode 100644 index 000000000..57716034e --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/channel/int16/2.txt @@ -0,0 +1 @@ +0.6900174 ,0.28745306,0.30255774,0.5095008 ,0.6689176 ,0.4914624 ,0.92629427,0.504829 ,0.33514255,0.49005315,0.08569656,0.60965323,0.82193315,0.12380831,0.06971261,0.8822662 diff --git a/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/channel/int16/3.txt new file mode 100644 index 000000000..1e03d83b0 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/channel/int16/3.txt @@ -0,0 +1 @@ +0.4240734 ,0.5430392 ,0.7536325 ,0.46065134,0.00315792,0.02719985,0.7080977 ,0.24389206,0.8114604 ,0.13292362,0.346597 ,0.70247084,0.55753845,0.01969242,0.82950485,0.66249627 diff --git a/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/channel/int16/4.txt new file mode 100644 index 000000000..89ee30a6b --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/channel/int16/4.txt @@ -0,0 +1 @@ +0.31586212,0.19079527,0.9161567 ,0.8614566 ,0.9018915 ,0.34651542,0.62554437,0.05542602,0.8268219 ,0.38112178,0.9396123 ,0.49426383,0.8034765 ,0.72456217,0.5404088 ,0.8512237 diff --git a/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/layer/uint8/0.txt b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/layer/uint8/0.txt new file mode 100644 index 000000000..cc434b0a8 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/layer/uint8/0.txt @@ -0,0 +1 @@ +-4.0618963 ,-0.56899416,-2.6450877 , 2.4534085 , 1.98115 , 1.906561 ,-3.9617727 ,-0.6071247 , 3.1096997 , 4.4270124 ,-2.8755112 ,-1.8822336 ,-2.3567479 , 1.9797888 ,-3.5018713 , 3.429169 diff --git a/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/layer/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/layer/uint8/1.txt new file mode 100644 index 000000000..2c637a1d2 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/layer/uint8/1.txt @@ -0,0 +1 @@ +-1.6089132 , 1.4328785 ,-3.2579598 ,-2.1328773 ,-2.6566415 , 2.541386 ,-4.3314023 , 0.48684084, 3.3134763 ,-2.69083 ,-0.45710313,-3.6763198 , 0.22075526,-3.159208 ,-2.1573126 , 4.1621423 diff --git a/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/layer/uint8/2.txt b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/layer/uint8/2.txt new file mode 100644 index 000000000..4b57fe8e0 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/layer/uint8/2.txt @@ -0,0 +1 @@ +-4.061572 , 3.0518744 , 2.694435 ,-4.720131 , 1.3782452 , 4.083631 , 4.1221976 ,-1.2299284 , 3.096133 , 3.8382158 ,-1.9518853 , 4.350529 , 0.09219506, 2.6483617 , 0.74373996, 2.7447948 diff --git a/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/layer/uint8/3.txt b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/layer/uint8/3.txt new file mode 100644 index 000000000..49c3022c2 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/layer/uint8/3.txt @@ -0,0 +1 @@ + 4.68769 ,-3.2768764 , 3.1849844 , 4.497627 ,-1.2611016 ,-3.1152303 ,-0.8408633 , 0.4938034 , 4.0921655 ,-2.3150117 , 0.10100875,-3.8374226 , 4.08059 ,-0.74594986,-3.1000822 , 4.3654246 diff --git a/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/layer/uint8/4.txt b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/layer/uint8/4.txt new file mode 100644 index 000000000..e02c8ca16 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/DepthwiseConv2D_002_config/layer/uint8/4.txt @@ -0,0 +1 @@ +-3.6168842 , 4.1935644 , 0.73750836, 4.6044145 , 2.8967912 ,-1.8085694 , 4.539956 ,-0.37032878, 1.9738418 , 1.5388782 ,-2.945171 ,-3.3875864 ,-4.516983 ,-3.4998245 ,-4.676514 ,-2.2738194 diff --git a/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003/channel/int16/0.txt new file mode 100644 index 000000000..18b34c8b1 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003/channel/int16/0.txt @@ -0,0 +1 @@ + 1.5887886e+00,-4.7446389e+00,-8.6568648e-01,-2.9789083e+00, 4.4470620e+00,-4.6563668e+00,-3.8466794e+00, 1.8815753e-03,-2.7699089e+00, 5.2776605e-01, 3.6518128e+00,-3.0939088e+00,-3.6008542e+00, 7.2454107e-01, 2.2568390e+00,-4.4835806e+00 diff --git a/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003/channel/int16/1.txt new file mode 100644 index 000000000..d652da699 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003/channel/int16/1.txt @@ -0,0 +1 @@ + 4.770412 ,-1.7520845 , 2.4057522 ,-0.74166125,-0.10780027, 4.5796657 ,-3.513094 ,-3.0285823 , 1.2001143 , 2.806742 ,-2.0503895 , 2.8160958 ,-1.5392824 ,-3.7772799 , 2.9158401 ,-1.0586692 diff --git a/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003/channel/int16/2.txt new file mode 100644 index 000000000..e6d6e004f --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003/channel/int16/2.txt @@ -0,0 +1 @@ + 3.937408 ,-0.11191579, 2.2054992 , 2.847275 , 3.4895647 , 4.2361116 ,-3.2401278 ,-1.5813186 ,-4.558396 ,-0.89455926, 4.204445 , 3.5968838 , 2.773891 ,-2.9562843 ,-0.62606305,-0.03814701 diff --git a/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003/channel/int16/3.txt new file mode 100644 index 000000000..8b472058e --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003/channel/int16/3.txt @@ -0,0 +1 @@ + 3.5032003 , 4.6036057 , 0.28915945, 4.671659 ,-1.978598 , 2.1773603 ,-0.54175234,-3.0131943 ,-2.7422159 ,-3.4361897 , 0.2850049 , 4.1412387 ,-4.86403 ,-0.67577606,-1.4206086 ,-2.357092 diff --git a/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003/channel/int16/4.txt new file mode 100644 index 000000000..bba80be5f --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003/channel/int16/4.txt @@ -0,0 +1 @@ + 2.5063417 , 0.22874236, 2.2677753 ,-4.4159026 , 1.7464 , 4.6051064 ,-4.2867146 , 2.730521 , 1.6372519 , 0.70292765, 3.459053 ,-4.162376 , 0.36788836, 2.213299 , 4.110952 , 1.6797827 diff --git a/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/channel/int16/0.txt new file mode 100644 index 000000000..233e5eae3 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/channel/int16/0.txt @@ -0,0 +1 @@ + 2.7731526 , 2.451602 , 3.7535272 ,-1.2774152 , 1.5482912 , 1.3402948 , 4.4792123 ,-4.4954367 , 3.354679 ,-3.3615496 ,-4.619757 ,-3.3659618 , 4.7626247 ,-1.3596478 ,-4.835548 , 0.78964525 diff --git a/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/channel/int16/1.txt new file mode 100644 index 000000000..6a126081d --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/channel/int16/1.txt @@ -0,0 +1 @@ + 0.5400839 ,-3.2621996 ,-3.4817135 , 3.8183312 , 0.48498327, 2.9812584 , 4.111276 , 0.11223658, 4.7201405 , 2.4256718 , 1.4895477 , 4.7596602 ,-0.32709372, 1.3507305 ,-0.30043927,-1.8077502 diff --git a/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/channel/int16/2.txt new file mode 100644 index 000000000..eccd2c625 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/channel/int16/2.txt @@ -0,0 +1 @@ + 3.8758078 , 4.978636 ,-0.22925885,-2.6760504 ,-1.9160627 ,-4.609644 ,-0.9515802 , 3.558274 , 2.9096057 , 0.3340422 , 0.38608226,-0.32168412, 4.688853 ,-4.583811 ,-2.5113506 ,-4.6688786 diff --git a/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/channel/int16/3.txt new file mode 100644 index 000000000..0da05277c --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/channel/int16/3.txt @@ -0,0 +1 @@ +-2.9868221 , 2.4237797 , 1.0833962 ,-0.9231426 ,-2.1091506 ,-2.6163697 ,-0.23101932,-1.9252896 , 4.7034135 , 3.1088963 ,-2.345823 ,-2.7866168 ,-3.186763 ,-4.431844 , 3.3113294 , 0.9501982 diff --git a/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/channel/int16/4.txt new file mode 100644 index 000000000..ace24f7c1 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/channel/int16/4.txt @@ -0,0 +1 @@ + 3.9716747 ,-2.254871 , 1.1943274 ,-2.212602 , 3.4311683 , 1.114989 , 4.0739036 , 0.47244295,-3.5793104 ,-3.359908 ,-4.7657595 , 2.0369127 ,-2.5619278 ,-3.4452975 ,-4.5852203 ,-1.137643 diff --git a/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/layer/uint8/0.txt b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/layer/uint8/0.txt new file mode 100644 index 000000000..18b34c8b1 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/layer/uint8/0.txt @@ -0,0 +1 @@ + 1.5887886e+00,-4.7446389e+00,-8.6568648e-01,-2.9789083e+00, 4.4470620e+00,-4.6563668e+00,-3.8466794e+00, 1.8815753e-03,-2.7699089e+00, 5.2776605e-01, 3.6518128e+00,-3.0939088e+00,-3.6008542e+00, 7.2454107e-01, 2.2568390e+00,-4.4835806e+00 diff --git a/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/layer/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/layer/uint8/1.txt new file mode 100644 index 000000000..d652da699 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/layer/uint8/1.txt @@ -0,0 +1 @@ + 4.770412 ,-1.7520845 , 2.4057522 ,-0.74166125,-0.10780027, 4.5796657 ,-3.513094 ,-3.0285823 , 1.2001143 , 2.806742 ,-2.0503895 , 2.8160958 ,-1.5392824 ,-3.7772799 , 2.9158401 ,-1.0586692 diff --git a/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/layer/uint8/2.txt b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/layer/uint8/2.txt new file mode 100644 index 000000000..e6d6e004f --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/layer/uint8/2.txt @@ -0,0 +1 @@ + 3.937408 ,-0.11191579, 2.2054992 , 2.847275 , 3.4895647 , 4.2361116 ,-3.2401278 ,-1.5813186 ,-4.558396 ,-0.89455926, 4.204445 , 3.5968838 , 2.773891 ,-2.9562843 ,-0.62606305,-0.03814701 diff --git a/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/layer/uint8/3.txt b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/layer/uint8/3.txt new file mode 100644 index 000000000..8b472058e --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/layer/uint8/3.txt @@ -0,0 +1 @@ + 3.5032003 , 4.6036057 , 0.28915945, 4.671659 ,-1.978598 , 2.1773603 ,-0.54175234,-3.0131943 ,-2.7422159 ,-3.4361897 , 0.2850049 , 4.1412387 ,-4.86403 ,-0.67577606,-1.4206086 ,-2.357092 diff --git a/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/layer/uint8/4.txt b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/layer/uint8/4.txt new file mode 100644 index 000000000..bba80be5f --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/FullyConnected_003_config/layer/uint8/4.txt @@ -0,0 +1 @@ + 2.5063417 , 0.22874236, 2.2677753 ,-4.4159026 , 1.7464 , 4.6051064 ,-4.2867146 , 2.730521 , 1.6372519 , 0.70292765, 3.459053 ,-4.162376 , 0.36788836, 2.213299 , 4.110952 , 1.6797827 diff --git a/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/channel/uint8/0.txt b/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/channel/uint8/0.txt new file mode 100644 index 000000000..5e926a2d9 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/channel/uint8/0.txt @@ -0,0 +1 @@ +0.15500909,0.32379007,0.12717001,0.60674316,0.07691418,0.437071 ,0.3737046 ,0.798342 ,0.65901846,0.40579247,0.15460491,0.80063623,0.591834 ,0.6617658 ,0.5617774 ,0.44884747,0.7996519 ,0.75895494,0.6239346 ,0.56500244,0.8955974 ,0.32503998,0.05756519,0.11889575,0.19635268,0.33958906,0.916527 ,0.16366032,0.51954055,0.2615102 ,0.07677322,0.6970092 ,0.27848312,0.97694606,0.73990864,0.96292055 diff --git a/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/channel/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/channel/uint8/1.txt new file mode 100644 index 000000000..eb5de0c0e --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/channel/uint8/1.txt @@ -0,0 +1 @@ +0.85332185,0.03102963,0.54344934,0.6300742 ,0.3323267 ,0.1701224 ,0.36199054,0.23949413,0.11960976,0.668403 ,0.7907452 ,0.4377144 ,0.87145853,0.75605077,0.37314144,0.3622036 ,0.4321453 ,0.8770253 ,0.10936793,0.0734281 ,0.2922192 ,0.5829591 ,0.5422962 ,0.84274834,0.48475483,0.23154257,0.20037153,0.27911612,0.30018023,0.23753181,0.98804647,0.61455756,0.90376633,0.8255312 ,0.21020697,0.6272272 diff --git a/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/channel/uint8/2.txt b/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/channel/uint8/2.txt new file mode 100644 index 000000000..16561ef0d --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/channel/uint8/2.txt @@ -0,0 +1 @@ +0.29736656,0.5712386 ,0.55447775,0.9014779 ,0.6208391 ,0.3413809 ,0.043885 ,0.5474101 ,0.8642339 ,0.05225753,0.36101478,0.15561381,0.776422 ,0.9997885 ,0.35188794,0.23418508,0.0882741 ,0.5797471 ,0.99945694,0.22190607,0.12337059,0.3701574 ,0.65161157,0.9830193 ,0.46270686,0.10077237,0.23681253,0.8734158 ,0.8358533 ,0.08817147,0.3845248 ,0.12799203,0.66830546,0.14838815,0.90201443,0.21123447 diff --git a/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/channel/uint8/3.txt b/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/channel/uint8/3.txt new file mode 100644 index 000000000..deba38b2d --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/channel/uint8/3.txt @@ -0,0 +1 @@ +0.92424273,0.35776526,0.0776509 ,0.93697083,0.6559925 ,0.78421926,0.7511033 ,0.71389145,0.52217877,0.41876563,0.3560251 ,0.5862293 ,0.53027606,0.32203177,0.24654935,0.55851364,0.35312092,0.38102064,0.21245371,0.87299466,0.94972914,0.54950166,0.3445233 ,0.98951054,0.37458083,0.3778964 ,0.64035404,0.10410193,0.18511558,0.1942945 ,0.07018933,0.6113747 ,0.38076922,0.08337755,0.98258 ,0.91440874 diff --git a/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/channel/uint8/4.txt b/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/channel/uint8/4.txt new file mode 100644 index 000000000..78b783a74 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/channel/uint8/4.txt @@ -0,0 +1 @@ +0.3790198 ,0.6347678 ,0.42544237,0.37033263,0.08057033,0.49041638,0.61705315,0.15411597,0.6455052 ,0.6857795 ,0.9613043 ,0.60357374,0.57679754,0.22550431,0.05105425,0.8641173 ,0.65559083,0.18274343,0.8963692 ,0.22369736,0.3133119 ,0.27507883,0.00539197,0.6846556 ,0.5969273 ,0.78488904,0.87746257,0.15459861,0.23133573,0.59048635,0.07172906,0.28935516,0.02084327,0.09926946,0.02687503,0.7306079 diff --git a/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/layer/uint8/0.txt b/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/layer/uint8/0.txt new file mode 100644 index 000000000..25b600c5f --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/layer/uint8/0.txt @@ -0,0 +1 @@ +0.641226 ,0.68639857,0.87044334,0.9448475 ,0.21544299,0.5202749 ,0.5077167 ,0.23931624,0.5712026 ,0.4167988 ,0.56711906,0.52392703,0.42762014,0.5277072 ,0.03028643,0.18017273,0.8823869 ,0.5752544 ,0.09368648,0.50277 ,0.784248 ,0.04220072,0.55217946,0.75145644,0.7957966 ,0.6563401 ,0.54975605,0.17231019,0.4219812 ,0.27839735,0.5850074 ,0.24070603,0.00957893,0.3669335 ,0.03722228,0.8705231 diff --git a/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/layer/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/layer/uint8/1.txt new file mode 100644 index 000000000..caadfed22 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/layer/uint8/1.txt @@ -0,0 +1 @@ +0.76871806,0.65729177,0.946514 ,0.4308198 ,0.65200335,0.5745432 ,0.2990488 ,0.3156028 ,0.3218111 ,0.44709972,0.9411461 ,0.4828708 ,0.5707792 ,0.10645963,0.74497086,0.3563156 ,0.07986172,0.64869064,0.73329425,0.8848129 ,0.3027897 ,0.8753744 ,0.8884493 ,0.3606782 ,0.88617206,0.20232914,0.10251648,0.6366529 ,0.20422891,0.24426484,0.6952833 ,0.21889713,0.11477511,0.40650114,0.9637219 ,0.9751801 diff --git a/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/layer/uint8/2.txt b/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/layer/uint8/2.txt new file mode 100644 index 000000000..bc4a49454 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/layer/uint8/2.txt @@ -0,0 +1 @@ +0.5773043 ,0.6733178 ,0.22994593,0.32895002,0.74122405,0.6671442 ,0.1899878 ,0.35264668,0.31084946,0.3864719 ,0.7035006 ,0.46563607,0.44263086,0.2414678 ,0.7430625 ,0.72898006,0.9982008 ,0.8989132 ,0.45622516,0.17876478,0.9356994 ,0.85493064,0.73729265,0.9804242 ,0.8735895 ,0.14825071,0.33990774,0.76397645,0.14657325,0.2492199 ,0.43957144,0.20367876,0.43692476,0.28123745,0.24346785,0.21133597 diff --git a/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/layer/uint8/3.txt b/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/layer/uint8/3.txt new file mode 100644 index 000000000..18f8666a0 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/layer/uint8/3.txt @@ -0,0 +1 @@ +0.74837255,0.7530814 ,0.05257462,0.06676125,0.26824346,0.05064487,0.23974492,0.5355457 ,0.97374374,0.38518724,0.3781766 ,0.7047476 ,0.95856845,0.09918232,0.36570287,0.5659468 ,0.8793284 ,0.7967468 ,0.99486005,0.11670698,0.42955273,0.25254622,0.06959745,0.5107888 ,0.88106513,0.3649466 ,0.7039582 ,0.8535825 ,0.3979168 ,0.9560912 ,0.17733434,0.69954944,0.35459924,0.28516313,0.75249106,0.7197228 diff --git a/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/layer/uint8/4.txt b/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/layer/uint8/4.txt new file mode 100644 index 000000000..b51c5ebd0 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/InstanceNorm_001/layer/uint8/4.txt @@ -0,0 +1 @@ +0.73320377,0.33635676,0.05811058,0.7032399 ,0.26380542,0.99637365,0.36622 ,0.47471517,0.5940316 ,0.39782768,0.46486765,0.5167471 ,0.61612487,0.93076104,0.8955697 ,0.5320168 ,0.41166067,0.29174343,0.07476811,0.60023075,0.0961028 ,0.77073896,0.17360727,0.48763612,0.31430086,0.37943754,0.7456216 ,0.16767363,0.9368368 ,0.09397154,0.68992966,0.5829225 ,0.7521187 ,0.06086114,0.13137193,0.22886442 diff --git a/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/channel/int16/0.txt new file mode 100644 index 000000000..1a4fc3ed0 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/channel/int16/0.txt @@ -0,0 +1 @@ + 2.2145607 , 0.88045335, 0.45151594, 2.852104 , 3.191637 ,-0.4578638 , 1.4858874 ,-2.1207588 ,-0.77495986,-4.1637363 , 0.83028954,-3.9974387 ,-3.3348315 , 3.7137656 ,-2.9883633 , 3.4332464 , 3.7178712 , 3.5850213 , 0.9240786 ,-0.07091421,-4.516931 , 3.965739 ,-4.828566 , 3.860382 , 0.3243482 , 1.6835089 ,-1.4710085 ,-2.6625636 , 1.942659 , 0.12808529, 1.3640044 ,-3.0124736 ,-3.646485 , 1.6046281 , 1.1087954 ,-2.4648561 ,-2.3274968 , 1.2196178 , 3.0752547 , 1.8316921 ,-2.926682 ,-2.247648 , 4.1264873 , 4.700915 ,-0.6861696 , 3.5246365 ,-2.5577545 , 1.832533 ,-4.3125343 ,-2.8579648 , 3.5299218 ,-0.67911506, 0.86782926,-2.918562 ,-3.3644724 ,-2.0097935 , 0.3721956 ,-1.3528451 , 3.8267515 , 4.916677 , 3.2055025 ,-0.64435905, 3.877367 ,-1.830818 diff --git a/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/channel/int16/1.txt new file mode 100644 index 000000000..09c06c74c --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/channel/int16/1.txt @@ -0,0 +1 @@ + 4.5410523 , 4.4007382 , 3.3252192 , 0.40420002,-4.7642856 , 2.0282986 , 2.32176 , 3.160375 ,-4.3348713 ,-2.324847 , 4.327631 , 3.253995 , 0.53624976,-4.4896946 , 4.0600896 , 2.697662 ,-3.0693228 ,-4.7954664 , 2.010163 , 4.5790668 , 0.00921074,-4.638007 ,-2.612561 , 4.338762 ,-1.3632652 ,-0.55081725, 4.273717 , 3.1074166 , 3.1386747 ,-4.033469 ,-0.7298752 ,-3.4973295 , 4.454913 ,-0.5148646 ,-2.4100194 , 2.7154703 , 4.1507893 , 2.3424785 ,-1.7028755 ,-2.6013496 ,-1.831555 ,-4.07971 ,-1.039077 ,-1.8733021 ,-3.885844 , 3.5691998 ,-3.8779395 ,-4.7566814 ,-3.570575 ,-3.0510366 ,-4.6841617 ,-4.751285 ,-2.9700782 , 3.4774506 ,-1.3150035 ,-3.6287053 , 2.2280993 , 4.502896 , 3.9448938 , 3.3926914 , 1.560589 , 3.3307595 , 2.6545596 , 2.0503757 diff --git a/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/channel/int16/2.txt new file mode 100644 index 000000000..24b7a248f --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/channel/int16/2.txt @@ -0,0 +1 @@ + 4.5630627e+00,-4.5077333e+00, 6.8117022e-03,-1.1568142e-02, 2.3568916e+00,-2.9918964e+00,-4.8542055e-01, 4.7381549e+00, 3.1183126e+00,-2.6462586e+00, 3.0083582e+00, 1.4518642e-01,-2.4764729e+00,-4.8520207e+00,-4.8022575e+00,-1.8167463e-01,-3.1106927e+00,-2.4183941e+00,-4.1466684e+00,-3.6997426e+00,-3.9788694e+00,-3.0889416e+00,-2.2332447e+00, 1.8608164e+00, 2.8619974e+00,-3.6986623e+00,-1.3749057e+00,-9.2409855e-01, 2.7646086e+00,-3.3385031e+00, 7.6255083e-01, 1.0236104e+00,-1.7077237e+00,-4.4339476e+00,-1.1930060e+00,-1.7226344e+00,-3.1680160e+00,-1.8338548e+00,-2.6412952e+00,-8.2973856e-01, 4.2303777e+00, 3.4531716e-03,-3.3162324e+00, 8.4682000e-01, 2.5807633e+00, 2.7543969e+00, 6.8153429e-01, 4.7182851e+00, 4.2617507e+00,-1.4446728e+00,-4.3752551e+00, 3.5699592e+00, 9.6946698e-01,-2.0700858e+00, 2.0899124e+00, 1.6371955e+00,-9.5873147e-01, 3.1151581e+00, 2.9369416e+00, 4.4568644e+00,-9.4711387e-01,-4.1349549e+00, 3.3031983e+00, 4.1091359e-01 diff --git a/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/channel/int16/3.txt new file mode 100644 index 000000000..088eb62cd --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/channel/int16/3.txt @@ -0,0 +1 @@ + 2.5168443 , 3.7492614 ,-3.7076504 , 0.49709523,-4.642194 , 1.8201847 ,-1.396746 ,-1.0660223 , 3.3333528 ,-1.7719259 ,-2.3515563 ,-2.0570705 ,-4.7125244 ,-1.593302 ,-2.1072757 ,-4.4396334 , 4.3185077 ,-2.7568438 ,-0.59535027,-3.9871383 ,-2.6216223 , 0.39957425,-1.3687986 ,-3.1157744 , 1.2557942 , 2.3428473 ,-4.906711 , 3.5663006 ,-0.46128616,-4.7818427 ,-0.8876555 , 2.5066485 ,-1.3254607 ,-3.6097736 , 1.2686944 ,-1.37061 , 4.762917 ,-3.489012 ,-2.7905307 ,-0.2612837 ,-3.3236315 , 0.8347171 , 2.5582032 , 0.42744452, 1.7428764 , 2.4122005 ,-3.6781132 , 2.8811646 ,-2.7060914 ,-0.4752588 , 0.44432116, 0.5011615 , 3.2550313 , 0.02670379, 2.6197197 ,-4.319786 ,-1.4056181 ,-3.3794782 , 0.66822946,-1.4262298 ,-0.2465175 ,-4.6432767 ,-3.580772 , 2.960096 diff --git a/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/channel/int16/4.txt new file mode 100644 index 000000000..bb8129473 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/channel/int16/4.txt @@ -0,0 +1 @@ +-4.9356976 , 3.9426446 ,-4.746647 , 2.3674695 , 0.54803735, 3.1911538 , 0.28858757, 0.4800329 , 2.0652595 ,-4.5046906 , 0.21695825,-0.17217463, 2.4329293 ,-1.2274694 ,-0.11534467,-2.096684 , 2.6882868 ,-2.5291932 , 0.56199783,-2.0743406 , 0.95846254, 4.004705 , 0.89853394, 2.9610496 , 2.9799032 , 1.5339601 ,-1.7136513 , 2.1797504 ,-4.2055335 , 1.5059681 , 3.0828342 ,-1.7946475 ,-2.7096524 , 3.1037905 , 0.75922704,-1.1446673 ,-2.084073 ,-1.2888353 ,-1.6958839 ,-0.8388285 ,-1.0279479 , 1.1291095 , 4.080411 , 3.6791847 , 0.9237894 ,-4.70821 , 0.5730598 ,-1.3565379 ,-2.7533107 ,-0.4583869 ,-1.4416862 ,-3.6039822 ,-1.1611387 ,-2.6919081 ,-0.6557734 ,-2.9248757 , 1.4998456 , 3.2239568 , 0.23668556,-3.4410136 ,-2.3170567 , 3.66808 , 1.9004405 , 4.3537745 diff --git a/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/layer/uint8/0.txt b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/layer/uint8/0.txt new file mode 100644 index 000000000..31a2db03e --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/layer/uint8/0.txt @@ -0,0 +1 @@ +-4.1984134 , 3.7565446 , 1.3521377 ,-4.0263743 ,-1.929471 ,-3.7523155 , 1.3858393 , 4.1565247 ,-2.4681342 , 0.3598748 ,-2.0044599 , 3.7168603 , 3.6330557 , 3.0176272 ,-4.4643235 ,-0.1893698 , 3.8839848 ,-4.5703125 , 3.365731 , 4.5556674 , 4.954971 , 1.7591819 ,-0.9497736 ,-0.8527185 ,-1.1863561 ,-4.522639 ,-4.3187394 ,-3.702939 , 0.15341021, 0.8564923 , 1.9076811 , 4.2765 ,-3.7695112 ,-1.6033245 , 2.3159432 ,-1.6656336 , 1.4186145 , 4.334284 , 4.0654674 ,-4.518256 , 0.72815216, 2.5133176 ,-4.238172 , 1.0198449 ,-0.9638457 , 2.5847483 , 4.0381308 , 4.472872 , 0.11794223, 1.3358012 , 1.7975981 , 2.168553 ,-3.5131238 , 3.8412008 , 3.851232 ,-2.130775 , 3.556102 , 0.69062364,-4.668594 ,-4.619906 ,-2.87768 ,-1.0679495 ,-4.523185 , 4.184176 diff --git a/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/layer/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/layer/uint8/1.txt new file mode 100644 index 000000000..2bdd62b24 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/layer/uint8/1.txt @@ -0,0 +1 @@ + 2.9193265 , 4.315574 ,-3.7834768 , 3.4352486 , 4.1452866 ,-4.0322523 , 1.8039155 ,-4.080042 ,-1.1999705 , 4.9018297 ,-0.27180746, 1.709373 , 4.3322196 , 4.9179945 ,-3.977508 , 2.3486571 ,-0.11026379,-0.24730131, 2.3269305 , 2.1862001 , 0.92486495, 3.5822759 , 2.8370361 , 3.915398 ,-0.6385275 ,-0.02720119,-1.408676 ,-4.4472733 , 1.2901759 ,-4.60209 ,-2.9502335 ,-2.650517 ,-1.4038593 ,-2.967456 ,-2.0060933 ,-1.9603083 ,-0.4727794 ,-1.7877682 ,-3.9565926 , 1.4452418 , 2.5925353 ,-4.5134907 ,-4.195412 , 2.4681656 , 0.7140492 , 3.0753498 , 0.269442 ,-4.768041 ,-3.5370746 , 1.0272335 ,-0.7654047 ,-1.977087 , 3.1920779 , 0.37378865, 4.016262 ,-3.3201067 ,-4.7767315 ,-3.5074112 ,-4.094166 , 1.6035818 , 1.6506963 ,-3.2142932 , 4.7714067 ,-1.7164946 diff --git a/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/layer/uint8/2.txt b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/layer/uint8/2.txt new file mode 100644 index 000000000..8c770f61d --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/layer/uint8/2.txt @@ -0,0 +1 @@ +-1.8028042 , 1.7280815 ,-3.0464594 ,-2.810487 , 0.582805 ,-1.786865 ,-1.7263526 ,-0.36871073, 3.3955328 ,-3.9523299 ,-1.880003 , 4.9068613 , 4.6292953 , 3.9778202 ,-1.859954 , 2.8149757 , 4.5020967 ,-4.160163 , 1.9295161 ,-1.2508658 , 0.5669804 , 0.99246883,-2.4829247 , 0.88920474,-3.7942843 , 2.4626305 , 4.3087935 , 3.0680852 , 3.0893688 , 3.1640174 ,-0.41890725, 0.5377459 ,-4.0344224 ,-4.5812287 , 0.5720303 , 1.802316 ,-0.31413126, 2.9586952 , 1.1723012 ,-4.696369 ,-3.7047153 ,-1.8109767 ,-3.6122723 , 1.2727392 , 4.4057164 , 3.8347735 ,-4.739083 , 2.4655118 , 0.45258832, 4.0693913 ,-3.3486447 ,-0.64714307, 1.4990507 , 2.771129 ,-0.6109979 ,-1.0617865 , 2.0837703 ,-1.633663 , 1.8431798 ,-4.3942385 , 4.8523426 , 1.1941985 , 3.0366988 , 4.7991366 diff --git a/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/layer/uint8/3.txt b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/layer/uint8/3.txt new file mode 100644 index 000000000..8a4c9ebb5 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/layer/uint8/3.txt @@ -0,0 +1 @@ +-2.2375767 ,-1.1274278 , 0.18025301,-4.598087 , 1.1042122 , 3.1241179 , 1.9084688 ,-1.214722 , 4.596646 , 4.1969523 , 4.658112 , 3.143779 ,-2.6940444 ,-1.5482163 , 1.542811 ,-1.1338089 , 3.721594 , 0.24673286, 4.71102 , 2.7811737 , 1.171089 , 4.145586 ,-2.6335135 , 1.1190183 ,-3.7932637 ,-4.6548123 ,-3.10302 ,-3.392706 ,-3.856141 , 0.6618614 , 0.9668614 , 4.4293485 , 1.3193 , 4.983464 , 1.659716 ,-3.185926 , 4.8983006 , 1.6323217 , 0.18800464,-1.9328839 , 4.6031475 , 3.459718 , 4.128766 ,-3.4701612 ,-2.3796144 , 1.6752707 ,-3.6569223 , 2.922704 , 3.642789 ,-1.6817225 , 3.151759 ,-1.5401909 ,-3.8259532 , 2.4556105 ,-4.4989905 , 1.2779988 ,-0.62634754, 3.5827441 ,-0.82541114, 2.1539748 , 4.583461 , 1.2231985 ,-1.4457659 ,-2.9194565 diff --git a/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/layer/uint8/4.txt b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/layer/uint8/4.txt new file mode 100644 index 000000000..5110f86aa --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000/layer/uint8/4.txt @@ -0,0 +1 @@ +-4.011289 , 0.9077414 ,-2.8109396 ,-4.33598 ,-2.6516347 ,-3.917852 , 3.2461808 , 1.7588768 ,-1.9439132 , 2.190185 , 1.5180751 , 0.3587409 ,-4.3434815 ,-4.1376143 , 3.750847 , 1.5820616 , 0.03843357, 4.71235 , 1.0592757 ,-1.7640393 , 0.44547582, 2.8698466 , 4.5816092 , 4.6638517 , 1.4207541 , 1.863644 , 3.6007912 , 0.6800818 ,-2.4884489 , 3.0707197 , 3.3961668 ,-4.331953 , 2.7828538 ,-0.16146964,-4.9070745 ,-2.9787786 , 0.3337284 ,-3.935533 ,-3.303555 , 2.376896 ,-4.7058997 ,-2.2409894 , 0.07352693,-2.6024988 , 4.9593167 ,-4.7717366 , 1.6590588 , 4.063875 ,-3.8855767 , 2.6274624 , 4.901856 , 4.157007 ,-3.292969 , 3.579326 , 3.9860668 ,-3.0936542 ,-4.7793274 , 0.71697485,-2.0354068 ,-2.1414943 , 3.6339438 , 0.10732502,-0.86129206, 4.4152017 diff --git a/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/channel/int16/0.txt new file mode 100644 index 000000000..31a2db03e --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/channel/int16/0.txt @@ -0,0 +1 @@ +-4.1984134 , 3.7565446 , 1.3521377 ,-4.0263743 ,-1.929471 ,-3.7523155 , 1.3858393 , 4.1565247 ,-2.4681342 , 0.3598748 ,-2.0044599 , 3.7168603 , 3.6330557 , 3.0176272 ,-4.4643235 ,-0.1893698 , 3.8839848 ,-4.5703125 , 3.365731 , 4.5556674 , 4.954971 , 1.7591819 ,-0.9497736 ,-0.8527185 ,-1.1863561 ,-4.522639 ,-4.3187394 ,-3.702939 , 0.15341021, 0.8564923 , 1.9076811 , 4.2765 ,-3.7695112 ,-1.6033245 , 2.3159432 ,-1.6656336 , 1.4186145 , 4.334284 , 4.0654674 ,-4.518256 , 0.72815216, 2.5133176 ,-4.238172 , 1.0198449 ,-0.9638457 , 2.5847483 , 4.0381308 , 4.472872 , 0.11794223, 1.3358012 , 1.7975981 , 2.168553 ,-3.5131238 , 3.8412008 , 3.851232 ,-2.130775 , 3.556102 , 0.69062364,-4.668594 ,-4.619906 ,-2.87768 ,-1.0679495 ,-4.523185 , 4.184176 diff --git a/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/channel/int16/1.txt new file mode 100644 index 000000000..2bdd62b24 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/channel/int16/1.txt @@ -0,0 +1 @@ + 2.9193265 , 4.315574 ,-3.7834768 , 3.4352486 , 4.1452866 ,-4.0322523 , 1.8039155 ,-4.080042 ,-1.1999705 , 4.9018297 ,-0.27180746, 1.709373 , 4.3322196 , 4.9179945 ,-3.977508 , 2.3486571 ,-0.11026379,-0.24730131, 2.3269305 , 2.1862001 , 0.92486495, 3.5822759 , 2.8370361 , 3.915398 ,-0.6385275 ,-0.02720119,-1.408676 ,-4.4472733 , 1.2901759 ,-4.60209 ,-2.9502335 ,-2.650517 ,-1.4038593 ,-2.967456 ,-2.0060933 ,-1.9603083 ,-0.4727794 ,-1.7877682 ,-3.9565926 , 1.4452418 , 2.5925353 ,-4.5134907 ,-4.195412 , 2.4681656 , 0.7140492 , 3.0753498 , 0.269442 ,-4.768041 ,-3.5370746 , 1.0272335 ,-0.7654047 ,-1.977087 , 3.1920779 , 0.37378865, 4.016262 ,-3.3201067 ,-4.7767315 ,-3.5074112 ,-4.094166 , 1.6035818 , 1.6506963 ,-3.2142932 , 4.7714067 ,-1.7164946 diff --git a/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/channel/int16/2.txt new file mode 100644 index 000000000..8c770f61d --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/channel/int16/2.txt @@ -0,0 +1 @@ +-1.8028042 , 1.7280815 ,-3.0464594 ,-2.810487 , 0.582805 ,-1.786865 ,-1.7263526 ,-0.36871073, 3.3955328 ,-3.9523299 ,-1.880003 , 4.9068613 , 4.6292953 , 3.9778202 ,-1.859954 , 2.8149757 , 4.5020967 ,-4.160163 , 1.9295161 ,-1.2508658 , 0.5669804 , 0.99246883,-2.4829247 , 0.88920474,-3.7942843 , 2.4626305 , 4.3087935 , 3.0680852 , 3.0893688 , 3.1640174 ,-0.41890725, 0.5377459 ,-4.0344224 ,-4.5812287 , 0.5720303 , 1.802316 ,-0.31413126, 2.9586952 , 1.1723012 ,-4.696369 ,-3.7047153 ,-1.8109767 ,-3.6122723 , 1.2727392 , 4.4057164 , 3.8347735 ,-4.739083 , 2.4655118 , 0.45258832, 4.0693913 ,-3.3486447 ,-0.64714307, 1.4990507 , 2.771129 ,-0.6109979 ,-1.0617865 , 2.0837703 ,-1.633663 , 1.8431798 ,-4.3942385 , 4.8523426 , 1.1941985 , 3.0366988 , 4.7991366 diff --git a/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/channel/int16/3.txt new file mode 100644 index 000000000..8a4c9ebb5 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/channel/int16/3.txt @@ -0,0 +1 @@ +-2.2375767 ,-1.1274278 , 0.18025301,-4.598087 , 1.1042122 , 3.1241179 , 1.9084688 ,-1.214722 , 4.596646 , 4.1969523 , 4.658112 , 3.143779 ,-2.6940444 ,-1.5482163 , 1.542811 ,-1.1338089 , 3.721594 , 0.24673286, 4.71102 , 2.7811737 , 1.171089 , 4.145586 ,-2.6335135 , 1.1190183 ,-3.7932637 ,-4.6548123 ,-3.10302 ,-3.392706 ,-3.856141 , 0.6618614 , 0.9668614 , 4.4293485 , 1.3193 , 4.983464 , 1.659716 ,-3.185926 , 4.8983006 , 1.6323217 , 0.18800464,-1.9328839 , 4.6031475 , 3.459718 , 4.128766 ,-3.4701612 ,-2.3796144 , 1.6752707 ,-3.6569223 , 2.922704 , 3.642789 ,-1.6817225 , 3.151759 ,-1.5401909 ,-3.8259532 , 2.4556105 ,-4.4989905 , 1.2779988 ,-0.62634754, 3.5827441 ,-0.82541114, 2.1539748 , 4.583461 , 1.2231985 ,-1.4457659 ,-2.9194565 diff --git a/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/channel/int16/4.txt new file mode 100644 index 000000000..5110f86aa --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/channel/int16/4.txt @@ -0,0 +1 @@ +-4.011289 , 0.9077414 ,-2.8109396 ,-4.33598 ,-2.6516347 ,-3.917852 , 3.2461808 , 1.7588768 ,-1.9439132 , 2.190185 , 1.5180751 , 0.3587409 ,-4.3434815 ,-4.1376143 , 3.750847 , 1.5820616 , 0.03843357, 4.71235 , 1.0592757 ,-1.7640393 , 0.44547582, 2.8698466 , 4.5816092 , 4.6638517 , 1.4207541 , 1.863644 , 3.6007912 , 0.6800818 ,-2.4884489 , 3.0707197 , 3.3961668 ,-4.331953 , 2.7828538 ,-0.16146964,-4.9070745 ,-2.9787786 , 0.3337284 ,-3.935533 ,-3.303555 , 2.376896 ,-4.7058997 ,-2.2409894 , 0.07352693,-2.6024988 , 4.9593167 ,-4.7717366 , 1.6590588 , 4.063875 ,-3.8855767 , 2.6274624 , 4.901856 , 4.157007 ,-3.292969 , 3.579326 , 3.9860668 ,-3.0936542 ,-4.7793274 , 0.71697485,-2.0354068 ,-2.1414943 , 3.6339438 , 0.10732502,-0.86129206, 4.4152017 diff --git a/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/layer/uint8/0.txt b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/layer/uint8/0.txt new file mode 100644 index 000000000..1a4fc3ed0 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/layer/uint8/0.txt @@ -0,0 +1 @@ + 2.2145607 , 0.88045335, 0.45151594, 2.852104 , 3.191637 ,-0.4578638 , 1.4858874 ,-2.1207588 ,-0.77495986,-4.1637363 , 0.83028954,-3.9974387 ,-3.3348315 , 3.7137656 ,-2.9883633 , 3.4332464 , 3.7178712 , 3.5850213 , 0.9240786 ,-0.07091421,-4.516931 , 3.965739 ,-4.828566 , 3.860382 , 0.3243482 , 1.6835089 ,-1.4710085 ,-2.6625636 , 1.942659 , 0.12808529, 1.3640044 ,-3.0124736 ,-3.646485 , 1.6046281 , 1.1087954 ,-2.4648561 ,-2.3274968 , 1.2196178 , 3.0752547 , 1.8316921 ,-2.926682 ,-2.247648 , 4.1264873 , 4.700915 ,-0.6861696 , 3.5246365 ,-2.5577545 , 1.832533 ,-4.3125343 ,-2.8579648 , 3.5299218 ,-0.67911506, 0.86782926,-2.918562 ,-3.3644724 ,-2.0097935 , 0.3721956 ,-1.3528451 , 3.8267515 , 4.916677 , 3.2055025 ,-0.64435905, 3.877367 ,-1.830818 diff --git a/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/layer/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/layer/uint8/1.txt new file mode 100644 index 000000000..09c06c74c --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/layer/uint8/1.txt @@ -0,0 +1 @@ + 4.5410523 , 4.4007382 , 3.3252192 , 0.40420002,-4.7642856 , 2.0282986 , 2.32176 , 3.160375 ,-4.3348713 ,-2.324847 , 4.327631 , 3.253995 , 0.53624976,-4.4896946 , 4.0600896 , 2.697662 ,-3.0693228 ,-4.7954664 , 2.010163 , 4.5790668 , 0.00921074,-4.638007 ,-2.612561 , 4.338762 ,-1.3632652 ,-0.55081725, 4.273717 , 3.1074166 , 3.1386747 ,-4.033469 ,-0.7298752 ,-3.4973295 , 4.454913 ,-0.5148646 ,-2.4100194 , 2.7154703 , 4.1507893 , 2.3424785 ,-1.7028755 ,-2.6013496 ,-1.831555 ,-4.07971 ,-1.039077 ,-1.8733021 ,-3.885844 , 3.5691998 ,-3.8779395 ,-4.7566814 ,-3.570575 ,-3.0510366 ,-4.6841617 ,-4.751285 ,-2.9700782 , 3.4774506 ,-1.3150035 ,-3.6287053 , 2.2280993 , 4.502896 , 3.9448938 , 3.3926914 , 1.560589 , 3.3307595 , 2.6545596 , 2.0503757 diff --git a/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/layer/uint8/2.txt b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/layer/uint8/2.txt new file mode 100644 index 000000000..24b7a248f --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/layer/uint8/2.txt @@ -0,0 +1 @@ + 4.5630627e+00,-4.5077333e+00, 6.8117022e-03,-1.1568142e-02, 2.3568916e+00,-2.9918964e+00,-4.8542055e-01, 4.7381549e+00, 3.1183126e+00,-2.6462586e+00, 3.0083582e+00, 1.4518642e-01,-2.4764729e+00,-4.8520207e+00,-4.8022575e+00,-1.8167463e-01,-3.1106927e+00,-2.4183941e+00,-4.1466684e+00,-3.6997426e+00,-3.9788694e+00,-3.0889416e+00,-2.2332447e+00, 1.8608164e+00, 2.8619974e+00,-3.6986623e+00,-1.3749057e+00,-9.2409855e-01, 2.7646086e+00,-3.3385031e+00, 7.6255083e-01, 1.0236104e+00,-1.7077237e+00,-4.4339476e+00,-1.1930060e+00,-1.7226344e+00,-3.1680160e+00,-1.8338548e+00,-2.6412952e+00,-8.2973856e-01, 4.2303777e+00, 3.4531716e-03,-3.3162324e+00, 8.4682000e-01, 2.5807633e+00, 2.7543969e+00, 6.8153429e-01, 4.7182851e+00, 4.2617507e+00,-1.4446728e+00,-4.3752551e+00, 3.5699592e+00, 9.6946698e-01,-2.0700858e+00, 2.0899124e+00, 1.6371955e+00,-9.5873147e-01, 3.1151581e+00, 2.9369416e+00, 4.4568644e+00,-9.4711387e-01,-4.1349549e+00, 3.3031983e+00, 4.1091359e-01 diff --git a/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/layer/uint8/3.txt b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/layer/uint8/3.txt new file mode 100644 index 000000000..088eb62cd --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/layer/uint8/3.txt @@ -0,0 +1 @@ + 2.5168443 , 3.7492614 ,-3.7076504 , 0.49709523,-4.642194 , 1.8201847 ,-1.396746 ,-1.0660223 , 3.3333528 ,-1.7719259 ,-2.3515563 ,-2.0570705 ,-4.7125244 ,-1.593302 ,-2.1072757 ,-4.4396334 , 4.3185077 ,-2.7568438 ,-0.59535027,-3.9871383 ,-2.6216223 , 0.39957425,-1.3687986 ,-3.1157744 , 1.2557942 , 2.3428473 ,-4.906711 , 3.5663006 ,-0.46128616,-4.7818427 ,-0.8876555 , 2.5066485 ,-1.3254607 ,-3.6097736 , 1.2686944 ,-1.37061 , 4.762917 ,-3.489012 ,-2.7905307 ,-0.2612837 ,-3.3236315 , 0.8347171 , 2.5582032 , 0.42744452, 1.7428764 , 2.4122005 ,-3.6781132 , 2.8811646 ,-2.7060914 ,-0.4752588 , 0.44432116, 0.5011615 , 3.2550313 , 0.02670379, 2.6197197 ,-4.319786 ,-1.4056181 ,-3.3794782 , 0.66822946,-1.4262298 ,-0.2465175 ,-4.6432767 ,-3.580772 , 2.960096 diff --git a/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/layer/uint8/4.txt b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/layer/uint8/4.txt new file mode 100644 index 000000000..bb8129473 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/MaxPool2D_000_config/layer/uint8/4.txt @@ -0,0 +1 @@ +-4.9356976 , 3.9426446 ,-4.746647 , 2.3674695 , 0.54803735, 3.1911538 , 0.28858757, 0.4800329 , 2.0652595 ,-4.5046906 , 0.21695825,-0.17217463, 2.4329293 ,-1.2274694 ,-0.11534467,-2.096684 , 2.6882868 ,-2.5291932 , 0.56199783,-2.0743406 , 0.95846254, 4.004705 , 0.89853394, 2.9610496 , 2.9799032 , 1.5339601 ,-1.7136513 , 2.1797504 ,-4.2055335 , 1.5059681 , 3.0828342 ,-1.7946475 ,-2.7096524 , 3.1037905 , 0.75922704,-1.1446673 ,-2.084073 ,-1.2888353 ,-1.6958839 ,-0.8388285 ,-1.0279479 , 1.1291095 , 4.080411 , 3.6791847 , 0.9237894 ,-4.70821 , 0.5730598 ,-1.3565379 ,-2.7533107 ,-0.4583869 ,-1.4416862 ,-3.6039822 ,-1.1611387 ,-2.6919081 ,-0.6557734 ,-2.9248757 , 1.4998456 , 3.2239568 , 0.23668556,-3.4410136 ,-2.3170567 , 3.66808 , 1.9004405 , 4.3537745 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mean_000/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/Mean_000/channel/int16/0.txt new file mode 100644 index 000000000..e0e52c398 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mean_000/channel/int16/0.txt @@ -0,0 +1 @@ + 4.5734663 , 3.96675 ,-2.7826853 , 4.377681 , 1.8424977 ,-2.8312624 , 0.65628445,-3.7023883 ,-1.8941027 , 0.53154576,-3.9718776 ,-3.3961854 ,-2.7500536 , 2.6793208 , 3.3515985 , 2.0939343 ,-4.3965416 ,-1.7462187 , 0.5660886 , 4.497879 ,-2.2529721 ,-4.8996797 ,-0.00740948,-2.941367 , 1.9482567 ,-2.462802 ,-0.7897884 , 3.1501546 , 3.1216884 ,-3.506249 , 2.871302 ,-3.964653 ,-0.40679944, 2.8930066 ,-4.783338 ,-1.8733944 , 2.2654383 ,-0.41361305,-3.7790897 ,-1.9458629 ,-2.274427 ,-2.9192872 ,-0.73215395, 2.8135974 , 2.1402152 , 4.516366 , 1.58816 ,-4.607831 ,-3.5409598 , 1.9784997 , 3.11111 , 1.0872442 ,-3.6907403 ,-4.774325 ,-4.9267297 , 1.2962086 , 2.4646177 , 2.2726526 , 4.8766675 ,-2.9272413 ,-0.06221364,-0.80498594,-2.319938 ,-3.8261194 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,-2.9379995 , 4.4748416 , 0.25155628, 4.1183267 , 0.9506131 , 1.2903908 ,-4.6828184 ,-2.309908 ,-4.2793307 ,-2.2069294 ,-4.038367 , 4.641971 ,-2.3178709 ,-2.2683682 ,-0.96986157, 2.6649144 , 2.3106637 ,-1.8052462 ,-4.9433284 , 1.7941002 , 4.80127 ,-0.06690114 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mean_000/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/Mean_000/channel/int16/1.txt new file mode 100644 index 000000000..9a8f222e7 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mean_000/channel/int16/1.txt @@ -0,0 +1 @@ + 2.2282960e+00, 1.0135865e+00,-4.1930809e+00, 5.3674412e-01,-3.2516165e+00, 1.2745492e+00, 4.2867136e+00, 1.9524460e+00,-3.6757104e+00,-3.6086998e+00,-9.4525421e-01,-3.4005399e+00, 3.3607626e+00, 4.2363039e-01,-2.5177178e+00,-3.0130227e+00,-4.1442380e+00, 4.4951862e-01,-6.4387190e-01, 4.3701029e+00,-3.6790867e+00, 3.2749624e+00,-2.2554400e+00, 1.8269253e+00, 1.8358005e+00,-6.0994375e-01, 3.5964453e+00, 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b/compiler/pota-quantization-value-test/test_inputs/Mean_000/channel/int16/3.txt new file mode 100644 index 000000000..50ed09011 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mean_000/channel/int16/3.txt @@ -0,0 +1 @@ + 4.9386005 , 3.7248888 , 3.3261378 , 4.8302746 ,-3.9337704 ,-4.2943096 , 0.16059242, 0.17785172,-2.4971933 ,-2.933359 ,-4.598231 , 4.7816315 ,-0.6563864 , 4.452592 , 1.8066075 , 3.1572745 , 4.500678 ,-1.1609873 ,-1.6962403 , 1.567031 ,-3.3120036 , 1.8150452 ,-2.7486987 ,-1.6800771 , 1.4895486 , 1.120401 , 1.4983965 , 4.7132416 , 0.39645562,-3.12486 ,-0.5966056 , 4.618641 , 1.225812 , 0.99017185, 3.9918585 , 1.299415 ,-1.2995726 , 4.202907 , 3.8657827 ,-4.0268126 ,-0.90370494, 0.5030568 ,-2.9651542 ,-4.1249614 ,-2.8990393 ,-4.1228724 ,-1.2640246 ,-0.72640723,-1.7128279 , 2.7710931 , 2.8189523 ,-0.8384207 , 0.71266395, 3.8393862 ,-1.7801509 ,-3.1485069 , 3.2076547 , 2.267659 ,-3.745656 ,-4.373508 , 0.86005193,-4.9145784 , 0.9253047 , 1.1243923 , 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a/compiler/pota-quantization-value-test/test_inputs/Mean_000/layer/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/Mean_000/layer/uint8/1.txt new file mode 100644 index 000000000..dd8037244 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mean_000/layer/uint8/1.txt @@ -0,0 +1 @@ +-4.8834 ,-4.6238756 , 2.020674 ,-2.3068821 , 3.7487323 ,-0.36079448, 0.08661745, 3.423143 , 3.3073757 ,-2.709357 , 4.4810205 , 3.4159606 , 4.1597505 ,-4.249789 , 2.3782206 ,-2.02848 , 0.90137833,-0.6249625 ,-3.5300052 ,-4.1113796 ,-3.768913 ,-3.59854 , 2.0896666 , 1.7677166 ,-2.3101497 ,-1.0116942 ,-3.7846713 , 2.4777756 , 3.413987 ,-2.1964507 , 0.08637846, 0.02552292,-1.9918599 , 0.7785565 ,-4.065995 , 0.8808776 ,-2.0446506 ,-1.8421272 , 0.42566776, 3.8834689 , 4.900111 ,-3.0617309 , 4.0613194 ,-3.3601153 , 3.678536 ,-4.1136184 ,-4.2903633 ,-2.6918027 , 3.4335177 ,-3.9272869 ,-1.6882807 ,-1.9629028 , 4.2125826 , 1.6536059 ,-1.1801353 , 4.8443203 , 2.9393198 , 0.4306524 , 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3.19581985e+00,-3.72379017e+00,-3.76826024e+00, 6.79764748e-01,-4.43838930e+00, 2.29627752e+00, 2.34923697e+00,-4.23308420e+00, 3.80186272e+00, 8.65862250e-01, 8.44927967e-01,-1.05974531e+00, 4.70531940e+00, 1.25060010e+00, 4.82314730e+00,-4.53093815e+00, 4.51410580e+00, 4.95166332e-01,-3.45584202e+00, 1.82002666e-03,-3.27616286e+00,-2.68104935e+00, 2.39554620e+00, 2.99364328e+00,-2.57998848e+00,-4.35891914e+00, 4.64737415e+00,-5.74958742e-01, 6.47293210e-01, 1.85961032e+00, 4.49567413e+00,-4.36166048e+00 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/channel/int16/0.txt new file mode 100644 index 000000000..182eb5290 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/channel/int16/0.txt @@ -0,0 +1 @@ + 3.4251418 , 1.8884782 ,-4.061519 ,-2.1329548 , 3.851976 , 3.668601 ,-0.7418167 , 2.379966 , 0.87259316,-3.96981 ,-4.627804 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b/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/channel/int16/1.txt new file mode 100644 index 000000000..dd8037244 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/channel/int16/1.txt @@ -0,0 +1 @@ +-4.8834 ,-4.6238756 , 2.020674 ,-2.3068821 , 3.7487323 ,-0.36079448, 0.08661745, 3.423143 , 3.3073757 ,-2.709357 , 4.4810205 , 3.4159606 , 4.1597505 ,-4.249789 , 2.3782206 ,-2.02848 , 0.90137833,-0.6249625 ,-3.5300052 ,-4.1113796 ,-3.768913 ,-3.59854 , 2.0896666 , 1.7677166 ,-2.3101497 ,-1.0116942 ,-3.7846713 , 2.4777756 , 3.413987 ,-2.1964507 , 0.08637846, 0.02552292,-1.9918599 , 0.7785565 ,-4.065995 , 0.8808776 ,-2.0446506 ,-1.8421272 , 0.42566776, 3.8834689 , 4.900111 ,-3.0617309 , 4.0613194 ,-3.3601153 , 3.678536 ,-4.1136184 ,-4.2903633 ,-2.6918027 , 3.4335177 ,-3.9272869 ,-1.6882807 ,-1.9629028 , 4.2125826 , 1.6536059 ,-1.1801353 , 4.8443203 , 2.9393198 , 0.4306524 , 4.390743 ,-4.6322317 , 2.932263 , 4.140538 , 2.7385068 , 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,-3.8582199 , 1.2416974 , 4.355522 ,-2.7863925 , 0.4679685 , 2.6850772 , 2.9984746 , 2.434312 , 2.9931593 , 2.2637212 ,-0.18371914,-4.07688 ,-2.0402577 , 0.5173147 , 0.19596666, 4.71653 , 4.291663 ,-3.3575501 ,-1.0857964 ,-0.16504912, 3.6683955 , 2.9581416 ,-1.354989 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/channel/int16/2.txt new file mode 100644 index 000000000..1295bfdba --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/channel/int16/2.txt @@ -0,0 +1 @@ + 1.2340723 ,-1.7371651 , 4.271641 ,-2.3332376 , 0.82301813,-3.4199295 ,-0.75806665,-2.2647665 , 2.613749 , 2.2658496 ,-2.1277714 ,-0.465433 ,-0.1323059 ,-1.9658507 ,-4.7780223 ,-4.392719 ,-0.81063855,-3.639001 ,-3.6398284 , 4.6309023 ,-0.17483327, 1.7921627 ,-1.1493484 ,-3.8145075 , 2.2367268 ,-0.40209827,-1.4159911 , 2.3032134 ,-4.154446 , 1.6760192 , 2.3430173 ,-1.386683 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, 0.7738737 ,-1.4761454 , 4.131583 , 0.4211128 ,-2.4312468 ,-1.9722428 , 2.2810268 , 4.950381 ,-0.0406047 , 4.67312 , 0.66613483,-0.28880936, 3.2917845 , 1.6225572 , 4.809879 , 0.48241946,-3.654634 , 0.68542016, 1.3973923 , 3.479005 ,-1.4296091 , 0.64391786,-4.0887494 ,-2.186845 ,-4.5834355 ,-0.67726034, 2.4158256 ,-2.4787726 , 0.4353257 , 2.9205139 , 0.10488439, 2.0790074 ,-4.5518365 ,-3.3856661 , 3.940736 ,-1.7141095 ,-4.8946457 , 1.1085542 , 3.785141 ,-2.4175835 , 3.7720537 , 4.623048 , 2.2239215 , 0.11616404, 0.09229392,-3.637964 ,-2.334849 ,-0.95000714,-2.1338253 , 3.2281857 ,-4.0220475 , 4.7304025 ,-1.8075961 , 0.2428817 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/channel/int16/3.txt new file mode 100644 index 000000000..378b5fea5 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/channel/int16/3.txt @@ -0,0 +1 @@ + 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,-0.42294836, 4.64625 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/channel/int16/4.txt new file mode 100644 index 000000000..339435425 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/channel/int16/4.txt @@ -0,0 +1 @@ +-3.37344313e+00, 2.78325319e+00,-7.30300546e-01, 1.33456266e+00, 3.96648932e+00, 4.33421373e+00,-3.11558557e+00,-3.64659280e-02,-1.73589993e+00, 4.81018400e+00,-8.32905114e-01, 2.33330703e+00, 1.85830116e+00,-4.60395622e+00, 5.26070774e-01,-4.71355534e+00,-2.97202754e+00, 3.57638383e+00, 4.50985909e+00, 2.08423686e+00,-1.85349309e+00,-2.18306184e+00,-4.65403509e+00, 4.31280661e+00, 1.16069472e+00,-4.85344124e+00, 8.40563923e-02,-1.98723459e+00,-4.29561710e+00,-2.57372570e+00,-4.22641230e+00,-4.00811911e+00,-9.61861551e-01,-2.14665198e+00, 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a/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/layer/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/layer/uint8/1.txt new file mode 100644 index 000000000..9a8f222e7 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/layer/uint8/1.txt @@ -0,0 +1 @@ + 2.2282960e+00, 1.0135865e+00,-4.1930809e+00, 5.3674412e-01,-3.2516165e+00, 1.2745492e+00, 4.2867136e+00, 1.9524460e+00,-3.6757104e+00,-3.6086998e+00,-9.4525421e-01,-3.4005399e+00, 3.3607626e+00, 4.2363039e-01,-2.5177178e+00,-3.0130227e+00,-4.1442380e+00, 4.4951862e-01,-6.4387190e-01, 4.3701029e+00,-3.6790867e+00, 3.2749624e+00,-2.2554400e+00, 1.8269253e+00, 1.8358005e+00,-6.0994375e-01, 3.5964453e+00, 4.8953295e+00,-2.6134133e+00,-3.9301482e-01, 4.0286818e+00,-8.9392501e-01, 2.6430035e+00,-1.0339550e+00,-4.2311502e+00, 5.1657695e-01,-3.0095081e+00,-3.2156844e+00, 3.0075660e+00,-2.4905038e+00, 2.2380588e+00, 4.6933036e+00,-2.7880669e+00,-3.3672907e+00, 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4.8119636e+00,-4.7460346e+00,-3.0464313e+00,-2.8801811e+00,-1.4347218e-03, 4.4133449e+00,-3.3173063e-01, 4.3802023e+00, 2.6040417e-01,-2.5531218e+00, 3.7436140e+00,-4.1636271e+00,-3.3907690e+00,-1.4418361e+00,-3.6933661e+00,-2.6342602e+00,-3.1492887e+00,-5.5590755e-01,-1.6814464e-01,-1.0868104e+00, 4.9451909e+00, 3.4104226e+00, 1.0342516e+00, 4.7993002e+00, 1.2480364e-01, 1.6109833e-01, 2.6366503e+00, 1.6535910e+00, 4.3810592e+00, 4.4755011e+00, 4.3265424e+00,-3.1934264e-01, 9.8549920e-01, 1.9962710e-01, 2.8525822e+00,-3.7352023e+00,-1.3402178e+00, 2.5931063e+00,-2.6708813e+00,-7.6831090e-01, 3.0769660e+00, 1.4107993e+00,-1.8936746e+00,-4.7568636e+00,-1.9222193e+00, 4.7693071e+00, 2.8644614e+00, 4.1877995e+00,-3.6974251e+00, 4.5314616e-01,-7.1986055e-01, 4.8653622e+00, 1.4722897e+00,-8.6220115e-01,-4.1846976e+00, 3.7767217e+00, 3.7630556e+00,-4.5851058e-01,-4.9183292e+00,-1.8750135e+00, 1.0773923e+00,-5.2709883e-01,-9.2767686e-01,-1.3984675e+00,-2.0892789e+00,-4.3801632e+00, 4.0080590e+00, 4.2269025e+00,-1.2195336e+00,-2.2649438e+00, 4.6874623e+00,-3.8354571e+00, 5.9588730e-01,-2.8315885e+00, 3.0605823e-01, 2.1416895e+00, 1.6045133e+00,-3.3075256e+00, 4.9898911e+00, 1.7708080e-02, 3.5305614e+00 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/layer/uint8/2.txt b/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/layer/uint8/2.txt new file mode 100644 index 000000000..1b2e33401 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/layer/uint8/2.txt @@ -0,0 +1 @@ + 1.9229428 , 2.1045275 , 2.0514195 , 1.7149676 ,-4.1647053 , 4.3958654 , 2.1192055 ,-2.4357705 , 2.249189 , 4.7986865 ,-1.0146881 , 2.5108647 , 0.7262246 ,-2.3110187 ,-0.434008 , 2.6220334 , 1.3261455 ,-2.0402927 , 0.6362597 , 0.12827367, 0.94167644, 1.6396433 , 2.802215 , 0.92637545,-2.8669958 , 2.1684341 , 4.7197456 ,-3.0393784 ,-1.5588902 ,-1.5589788 ,-1.2792847 ,-4.301159 , 3.6853306 , 3.5522077 ,-3.5120559 , 3.6523628 , 0.52381915,-4.3210206 , 3.1021209 ,-4.4059095 , 4.574733 ,-3.708168 ,-3.4609973 , 0.04494883, 4.6041393 , 4.6209555 ,-2.184693 , 3.3114836 , 4.0440845 ,-4.362543 ,-3.0185041 ,-3.4911432 ,-1.0443465 ,-3.1546419 ,-3.0831194 ,-1.8959469 ,-3.7653599 ,-1.8753844 , 3.969308 , 4.0960746 , 0.256032 ,-0.11065102, 4.753394 , 4.8433857 , 0.17249103, 0.44612473, 3.5996687 ,-3.7071083 , 4.15448 , 2.7609568 , 0.7979912 , 2.6985793 , 0.24981445,-0.7343978 ,-3.8946455 ,-3.4738345 ,-2.0124238 , 4.6603985 , 0.9002829 ,-2.2128618 ,-0.8752893 ,-3.0990481 , 2.770291 ,-1.4642559 , 0.4561498 , 0.5808671 , 2.4227936 ,-2.400878 , 0.6494001 , 1.0195295 ,-3.2693145 , 1.9889433 , 3.5208216 , 3.6280289 , 4.322899 ,-2.805155 , 3.7704606 , 0.6797415 , 4.442675 ,-0.5069875 , 1.3373847 , 4.6953626 ,-0.7946793 ,-2.7352958 ,-1.9969261 , 0.43059692, 2.50853 , 1.9314603 , 1.3780333 , 2.0536468 ,-1.572231 ,-4.5323825 ,-1.3175989 ,-1.5515776 ,-0.05870355, 0.32408538,-4.2935586 ,-1.561555 ,-1.7551405 ,-0.93950266, 3.2540953 ,-4.623753 ,-3.4944966 ,-0.7603045 , 0.76591074,-4.9114766 ,-2.679303 , 0.12950227, 4.094419 , 4.781908 ,-3.6946337 , 2.766349 ,-0.45678583,-2.275264 , 2.0858452 , 3.1182098 ,-1.2942638 , 4.4418044 , 2.2264028 ,-3.3838644 , 1.4427853 , 3.7365992 ,-1.1815038 , 1.4555137 , 0.22728541,-0.18817298, 3.454521 , 3.1835914 , 4.0786743 ,-1.5111316 , 1.1560454 ,-0.04693017, 0.44183066,-0.7420173 ,-1.2243766 , 3.4453049 ,-2.969513 ,-0.82397145, 4.870895 , 3.0178127 , 1.7217305 , 4.482936 , 1.9468685 , 3.9970267 , 4.7294793 , 2.9921744 , 4.470473 , 4.7626653 , 0.13104612,-4.651569 , 2.7991815 ,-4.734433 ,-2.4499187 , 1.0739365 ,-1.5583646 , 3.6531756 , 2.7731194 ,-4.72427 ,-4.5801177 ,-4.035709 , 2.5767221 ,-2.8133557 ,-1.8342617 , 3.5808434 ,-2.1022995 ,-3.5421894 ,-3.0776916 , 3.168665 ,-0.07246887,-1.2413273 , 4.7964606 ,-1.0624843 , 0.75939703, 2.5336463 ,-4.8622346 ,-4.9744167 , 2.1007512 , 1.5271608 , 0.37077245, 1.7765028 , 2.2724373 , 2.1864665 ,-0.37378153, 1.3559381 ,-1.4220421 ,-1.4756224 , 3.6143627 , 2.7846546 ,-2.5194893 , 3.005039 ,-3.6451447 ,-1.9118739 , 0.04718782,-3.0775185 ,-1.4801219 ,-2.35909 ,-0.4728799 , 4.610093 ,-4.472677 ,-4.530808 , 0.12514372, 0.05973044, 4.457302 , 3.1129916 , 3.6036162 , 4.5086145 ,-3.548999 , 0.4976606 ,-3.6525648 ,-2.1937015 ,-1.3205789 ,-2.6594079 , 4.415343 , 3.219482 ,-3.7286756 , 3.4116418 , 0.82889384,-3.0168123 , 4.382766 , 2.7633846 , 3.6949344 , 3.9806223 ,-0.6415279 ,-0.3193684 ,-1.3176754 ,-1.4990829 , 4.694691 ,-1.0581211 , 1.2103747 ,-0.26690048,-1.157015 ,-1.8951306 ,-0.8580171 ,-4.3080263 , 4.0737123 ,-1.2607352 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/layer/uint8/3.txt b/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/layer/uint8/3.txt new file mode 100644 index 000000000..50ed09011 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/layer/uint8/3.txt @@ -0,0 +1 @@ + 4.9386005 , 3.7248888 , 3.3261378 , 4.8302746 ,-3.9337704 ,-4.2943096 , 0.16059242, 0.17785172,-2.4971933 ,-2.933359 ,-4.598231 , 4.7816315 ,-0.6563864 , 4.452592 , 1.8066075 , 3.1572745 , 4.500678 ,-1.1609873 ,-1.6962403 , 1.567031 ,-3.3120036 , 1.8150452 ,-2.7486987 ,-1.6800771 , 1.4895486 , 1.120401 , 1.4983965 , 4.7132416 , 0.39645562,-3.12486 ,-0.5966056 , 4.618641 , 1.225812 , 0.99017185, 3.9918585 , 1.299415 ,-1.2995726 , 4.202907 , 3.8657827 ,-4.0268126 ,-0.90370494, 0.5030568 ,-2.9651542 ,-4.1249614 ,-2.8990393 ,-4.1228724 ,-1.2640246 ,-0.72640723,-1.7128279 , 2.7710931 , 2.8189523 ,-0.8384207 , 0.71266395, 3.8393862 ,-1.7801509 ,-3.1485069 , 3.2076547 , 2.267659 ,-3.745656 ,-4.373508 , 0.86005193,-4.9145784 , 0.9253047 , 1.1243923 , 0.46507052, 1.9978004 ,-4.642887 ,-2.1898057 , 0.88199854,-2.1837327 , 1.1112527 ,-1.4548608 ,-3.5766103 ,-1.5607064 ,-3.630397 ,-1.9193211 ,-0.8931484 ,-0.2812017 ,-1.2881653 ,-2.5051243 ,-3.5648384 ,-0.5431733 ,-0.47036746,-2.8132265 ,-0.4302025 ,-4.003176 , 0.31743896,-3.074693 ,-3.3994603 , 0.62276137, 0.12920536,-2.5154057 ,-0.22098878,-2.711012 ,-0.303956 , 4.6025276 , 3.1887815 ,-0.50345755,-2.6543994 ,-0.8452558 ,-1.4075644 , 3.6716504 , 2.7388885 ,-4.9426928 , 3.5494354 , 4.777085 ,-3.3904083 ,-2.4746811 ,-2.943489 , 1.3607427 , 1.313449 ,-2.7959676 , 4.5932074 , 0.2460288 ,-1.1802251 , 0.6807028 ,-3.7335384 ,-0.30950046, 0.0558207 ,-4.7604976 ,-4.5745177 ,-3.3872643 ,-1.102581 ,-1.5612804 ,-1.2933319 , 4.5290637 ,-2.5096595 , 0.8673844 , 0.6069363 , 0.8294639 ,-0.05487671,-2.5923786 , 3.2974155 , 2.252853 ,-2.4157743 , 1.6614583 , 1.975577 ,-2.7390766 ,-0.26459846, 0.8946814 ,-3.257953 , 4.0526175 ,-1.5219783 , 4.6063023 ,-0.09599628, 3.2825923 , 2.0063279 ,-3.597641 ,-0.41604096,-2.5593333 , 1.8169669 ,-3.6998532 ,-2.3723404 , 0.4008657 , 2.1002467 , 4.9284163 , 4.6011457 ,-4.8977246 , 4.7852945 , 1.2170111 ,-1.055987 , 2.27575 , 1.0601226 ,-4.176826 , 0.08197393, 4.0421042 , 3.6263971 , 2.6941037 ,-2.644993 , 0.10439859,-4.512112 , 3.7939842 ,-4.8532767 , 0.391317 , 3.6432517 ,-3.9992728 , 0.29700363, 1.2722415 ,-2.3793647 ,-3.377246 , 2.0930648 , 2.574604 ,-1.2509564 , 0.4457573 ,-0.46469867, 2.6793416 , 0.02566718,-0.11948132,-3.1046712 ,-0.6204446 ,-4.615342 , 4.057695 , 1.1312845 ,-3.0446556 ,-1.9381613 ,-0.92255247,-3.5459394 ,-1.1972907 , 0.5879403 ,-1.2265042 ,-2.6279037 , 3.7533212 ,-0.2950134 ,-1.6104454 , 4.7811155 , 3.9216835 ,-2.2905827 ,-3.9489107 ,-4.078132 , 4.878544 ,-2.1483154 ,-3.1480436 ,-1.8742744 , 0.38310575,-4.0457416 ,-1.5423136 , 4.9426446 , 2.80434 ,-2.758338 , 1.6596367 ,-4.559686 ,-1.2686385 ,-1.2173673 , 0.49475643,-2.4956207 ,-1.5008336 ,-1.7967415 ,-1.1574938 , 2.2852411 , 1.7171949 ,-3.328038 ,-3.1454384 ,-0.41883984, 3.822312 , 1.1161699 ,-1.5137968 , 3.1651397 , 3.2411747 , 1.2685378 , 2.7408757 ,-3.078621 , 3.3460293 ,-0.34918678,-1.0433053 , 0.9397743 ,-3.9071774 , 0.68924445, 4.896269 ,-4.234603 ,-4.8659916 , 1.472339 , 4.5464644 , 0.35857418, 3.4065645 ,-1.514736 , 4.2301235 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/layer/uint8/4.txt b/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/layer/uint8/4.txt new file mode 100644 index 000000000..163c037cf --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mean_000_config/layer/uint8/4.txt @@ -0,0 +1 @@ +-0.91463715,-2.9258113 , 4.4465976 ,-0.84762925,-3.3510911 ,-0.15094744, 2.2284694 , 3.9705405 ,-1.6315348 , 4.698665 , 2.8595035 ,-2.4719086 , 4.2091336 ,-3.7003224 , 0.06198901, 4.24617 ,-3.7041452 , 1.4280707 , 0.61925036, 3.873551 , 0.3554166 , 3.0535998 ,-1.403015 , 2.5769274 , 4.0060935 ,-2.134697 , 0.61366636,-2.2069314 , 3.5629356 ,-4.94381 , 3.3054771 ,-0.42945656, 4.4868546 , 4.124087 ,-4.039486 , 0.75716823,-4.530404 ,-0.8464823 , 2.7817092 ,-4.954212 , 4.790015 , 2.5307322 , 0.635834 ,-3.393037 ,-3.7000508 ,-1.1439751 ,-2.4422479 , 3.9414582 ,-4.0586324 ,-3.5872777 , 2.2529798 , 0.50453144,-2.9947112 ,-0.76174486, 0.8427806 ,-0.90798455,-0.5518859 ,-1.1810572 , 1.2787138 ,-1.7791113 ,-4.661412 ,-3.7413049 , 0.03910514, 3.970302 ,-3.0697417 ,-4.107844 ,-1.985001 ,-2.434408 ,-3.0120797 , 0.34467867, 0.09826441, 3.1933572 , 0.09855966, 1.7976784 ,-3.3814316 ,-2.8423817 ,-4.787137 , 0.21746217,-1.8560363 ,-0.7145455 , 3.911294 , 4.6970305 ,-4.0105987 , 3.3843613 , 2.3087065 , 1.8619018 , 1.6607213 ,-4.1276345 ,-0.15251912, 3.1198032 , 1.8143575 , 2.178214 ,-4.6250186 , 4.4006424 ,-3.378407 , 3.6481302 , 4.4439235 , 4.5322957 , 2.7754776 , 1.9026359 ,-2.9371052 , 0.32501587, 4.980984 ,-3.2300677 , 4.190388 , 4.441369 , 0.8116277 ,-4.7056756 , 1.1501676 ,-0.9759702 ,-0.1920487 ,-3.2009268 , 4.654679 , 4.043145 , 4.579935 , 4.917842 ,-3.2166183 , 2.381046 , 2.3470554 , 0.04456256,-2.6785278 ,-2.1683002 ,-0.2686819 , 0.6097173 , 1.5071467 , 3.9692068 ,-3.4313831 ,-0.87708473, 3.9917011 , 0.7843428 ,-4.6622047 , 0.774621 ,-4.6538844 , 3.6392822 , 4.962988 , 1.4132729 ,-0.40482154,-1.8656421 ,-1.6113061 ,-1.3454957 , 0.40846685,-4.5410986 , 2.7158992 ,-1.8403106 ,-3.803351 , 4.406537 ,-1.5868717 , 2.7034876 ,-3.3383765 , 4.6084027 ,-1.691095 ,-0.52188784, 2.9010768 , 0.08786624, 2.7466853 ,-1.7457972 , 0.59371734,-0.1716976 ,-2.6220891 , 4.9432936 , 2.3500183 , 1.6905144 ,-2.7329378 , 4.003541 ,-1.1137847 , 3.9017355 , 0.9116626 , 4.233729 ,-2.6706429 , 3.4342804 ,-0.42729262, 1.174779 ,-4.944099 , 1.2316282 , 4.9237943 ,-2.2999635 ,-4.9210916 ,-1.9033331 , 0.43241265, 3.2149148 , 4.1269703 , 0.8590868 , 2.734273 , 1.658618 ,-2.1702065 ,-2.0058317 , 4.0706363 , 4.003833 ,-0.35835287, 2.5514262 , 1.2571276 ,-4.655018 , 3.6468434 , 0.06320113,-4.662375 , 1.0745742 ,-1.117399 , 4.167245 , 4.59434 ,-1.686359 ,-0.17328739, 0.3083307 , 3.3926466 , 2.2254786 ,-0.45468137, 2.4956248 ,-3.492782 ,-2.9805465 ,-1.0610795 ,-0.2784433 , 0.7163735 ,-3.0048254 ,-1.8024784 ,-3.3139167 ,-1.8410577 , 4.5702477 ,-3.4454951 ,-1.4504164 ,-1.7432297 ,-4.998418 ,-2.5524495 , 3.028534 , 4.075326 ,-2.2187853 ,-0.6484594 , 3.00815 ,-2.8010397 ,-4.5529976 , 1.7830837 , 0.3373458 , 0.19151935,-1.0437245 ,-3.6349878 , 1.1947471 ,-1.9664146 , 0.27316815,-0.20781417, 2.419226 , 0.02246885, 4.5222287 , 3.1069999 , 3.940458 , 4.2710595 , 3.4216619 , 2.8447206 , 2.7136886 ,-0.60954016, 2.9277234 , 3.995615 ,-0.30593097, 1.7800944 , 1.0608315 , 3.8786283 ,-2.7564247 , 1.8526665 ,-3.8638606 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mul_001/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/Mul_001/channel/int16/0.txt new file mode 100644 index 000000000..3b2a3c258 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mul_001/channel/int16/0.txt @@ -0,0 +1 @@ + 4.9167333 , 0.9170983 ,-2.4031715 , 0.4819133 , 0.21536288,-2.0262568 , 4.364642 , 1.7851653 , 2.0982797 , 0.5736603 , 2.5769486 , 3.68285 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mul_001/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/Mul_001/channel/int16/1.txt new file mode 100644 index 000000000..dff8a3b09 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mul_001/channel/int16/1.txt @@ -0,0 +1 @@ + 3.8708763 , 3.263454 ,-4.796817 , 0.6411522 ,-3.0385532 , 0.49334133,-0.20283684,-0.88814104, 4.826072 ,-4.8037696 , 4.757636 ,-3.036691 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mul_001/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/Mul_001/channel/int16/2.txt new file mode 100644 index 000000000..93e747284 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mul_001/channel/int16/2.txt @@ -0,0 +1 @@ +-3.8694625 ,-3.5254061 ,-0.23680535, 4.1042504 , 3.2534697 ,-1.8511593 ,-1.9182487 , 2.6457057 , 0.12923336, 2.618141 , 1.2465005 ,-4.4625525 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mul_001/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/Mul_001/channel/int16/3.txt new file mode 100644 index 000000000..c924e03d9 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mul_001/channel/int16/3.txt @@ -0,0 +1 @@ +-2.5559328 , 1.768443 ,-1.4850446 ,-1.2771453 ,-2.7216687 , 2.80077 , 0.21637216,-0.6145739 ,-0.37175298, 3.8750615 ,-1.9910356 ,-1.657059 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mul_001/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/Mul_001/channel/int16/4.txt new file mode 100644 index 000000000..1153c85ed --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mul_001/channel/int16/4.txt @@ -0,0 +1 @@ +-1.6168976 ,-3.816399 ,-0.55625045, 4.961818 , 0.19316113,-2.6601286 ,-1.6928803 , 4.1208386 ,-1.4012221 , 2.7742999 , 0.75798005,-2.5877 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mul_001/layer/uint8/0.txt b/compiler/pota-quantization-value-test/test_inputs/Mul_001/layer/uint8/0.txt new file mode 100644 index 000000000..e580d6f85 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mul_001/layer/uint8/0.txt @@ -0,0 +1 @@ +-4.024665 , 3.0544488,-4.5645285,-3.2134292,-2.1543078, 4.039755 ,-4.613908 , 4.2014904, 3.8222141,-4.4992657,-4.02681 ,-3.2933445 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mul_001/layer/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/Mul_001/layer/uint8/1.txt new file mode 100644 index 000000000..c593dfbb6 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mul_001/layer/uint8/1.txt @@ -0,0 +1 @@ +-2.669042 , 2.479217 , 4.691815 , 1.8187722 ,-3.7656548 ,-2.0555806 ,-2.4494352 ,-3.2394514 ,-0.38215363,-1.543695 ,-0.6927158 , 2.3534324 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mul_001/layer/uint8/2.txt b/compiler/pota-quantization-value-test/test_inputs/Mul_001/layer/uint8/2.txt new file mode 100644 index 000000000..14520a177 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mul_001/layer/uint8/2.txt @@ -0,0 +1 @@ + 4.036224 ,-1.2903051 , 1.2116423 , 3.92255 ,-0.48049024,-1.0290806 ,-0.9644837 , 1.3379688 ,-1.0027533 ,-1.9611529 , 3.7190473 , 0.45794436 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mul_001/layer/uint8/3.txt b/compiler/pota-quantization-value-test/test_inputs/Mul_001/layer/uint8/3.txt new file mode 100644 index 000000000..2238d5e9e --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mul_001/layer/uint8/3.txt @@ -0,0 +1 @@ + 4.560488 ,-1.2475324, 1.8892838,-2.0155866,-4.968927 , 0.3717404,-0.6095849, 3.2483344,-1.2499679, 1.4237018,-3.1225715, 3.0611598 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mul_001/layer/uint8/4.txt b/compiler/pota-quantization-value-test/test_inputs/Mul_001/layer/uint8/4.txt new file mode 100644 index 000000000..14a91ccc9 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mul_001/layer/uint8/4.txt @@ -0,0 +1 @@ +-1.7167594, 2.116633 ,-1.3816848,-1.7106141,-3.273076 ,-4.148302 ,-2.1654181, 0.4368236, 3.4279666, 1.2954224, 1.3004405,-4.3022 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/channel/int16/0.txt new file mode 100644 index 000000000..e580d6f85 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/channel/int16/0.txt @@ -0,0 +1 @@ +-4.024665 , 3.0544488,-4.5645285,-3.2134292,-2.1543078, 4.039755 ,-4.613908 , 4.2014904, 3.8222141,-4.4992657,-4.02681 ,-3.2933445 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/channel/int16/1.txt new file mode 100644 index 000000000..c593dfbb6 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/channel/int16/1.txt @@ -0,0 +1 @@ +-2.669042 , 2.479217 , 4.691815 , 1.8187722 ,-3.7656548 ,-2.0555806 ,-2.4494352 ,-3.2394514 ,-0.38215363,-1.543695 ,-0.6927158 , 2.3534324 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/channel/int16/2.txt new file mode 100644 index 000000000..14520a177 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/channel/int16/2.txt @@ -0,0 +1 @@ + 4.036224 ,-1.2903051 , 1.2116423 , 3.92255 ,-0.48049024,-1.0290806 ,-0.9644837 , 1.3379688 ,-1.0027533 ,-1.9611529 , 3.7190473 , 0.45794436 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/channel/int16/3.txt new file mode 100644 index 000000000..2238d5e9e --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/channel/int16/3.txt @@ -0,0 +1 @@ + 4.560488 ,-1.2475324, 1.8892838,-2.0155866,-4.968927 , 0.3717404,-0.6095849, 3.2483344,-1.2499679, 1.4237018,-3.1225715, 3.0611598 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/channel/int16/4.txt new file mode 100644 index 000000000..14a91ccc9 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/channel/int16/4.txt @@ -0,0 +1 @@ +-1.7167594, 2.116633 ,-1.3816848,-1.7106141,-3.273076 ,-4.148302 ,-2.1654181, 0.4368236, 3.4279666, 1.2954224, 1.3004405,-4.3022 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/layer/uint8/0.txt b/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/layer/uint8/0.txt new file mode 100644 index 000000000..3b2a3c258 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/layer/uint8/0.txt @@ -0,0 +1 @@ + 4.9167333 , 0.9170983 ,-2.4031715 , 0.4819133 , 0.21536288,-2.0262568 , 4.364642 , 1.7851653 , 2.0982797 , 0.5736603 , 2.5769486 , 3.68285 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/layer/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/layer/uint8/1.txt new file mode 100644 index 000000000..dff8a3b09 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/layer/uint8/1.txt @@ -0,0 +1 @@ + 3.8708763 , 3.263454 ,-4.796817 , 0.6411522 ,-3.0385532 , 0.49334133,-0.20283684,-0.88814104, 4.826072 ,-4.8037696 , 4.757636 ,-3.036691 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/layer/uint8/2.txt b/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/layer/uint8/2.txt new file mode 100644 index 000000000..93e747284 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/layer/uint8/2.txt @@ -0,0 +1 @@ +-3.8694625 ,-3.5254061 ,-0.23680535, 4.1042504 , 3.2534697 ,-1.8511593 ,-1.9182487 , 2.6457057 , 0.12923336, 2.618141 , 1.2465005 ,-4.4625525 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/layer/uint8/3.txt b/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/layer/uint8/3.txt new file mode 100644 index 000000000..c924e03d9 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/layer/uint8/3.txt @@ -0,0 +1 @@ +-2.5559328 , 1.768443 ,-1.4850446 ,-1.2771453 ,-2.7216687 , 2.80077 , 0.21637216,-0.6145739 ,-0.37175298, 3.8750615 ,-1.9910356 ,-1.657059 diff --git a/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/layer/uint8/4.txt b/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/layer/uint8/4.txt new file mode 100644 index 000000000..1153c85ed --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Mul_001_config/layer/uint8/4.txt @@ -0,0 +1 @@ +-1.6168976 ,-3.816399 ,-0.55625045, 4.961818 , 0.19316113,-2.6601286 ,-1.6928803 , 4.1208386 ,-1.4012221 , 2.7742999 , 0.75798005,-2.5877 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/int16/0.txt new file mode 100644 index 000000000..081a1e6ee --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/int16/0.txt @@ -0,0 +1 @@ +-1.9927613e+00,-1.7386111e+00, 4.0895696e+00, 3.7818990e+00, 1.9420158e+00, 2.8482721e+00, 1.9165717e+00, 3.0059583e+00, 1.8346788e+00,-1.9055414e-03, 4.9277787e+00,-2.2794118e+00, 4.4005270e+00, 4.9703922e+00,-4.5275192e+00,-4.0446317e-01,-4.9363256e+00, 4.9506269e+00, 5.5874938e-01, 3.9949589e+00,-3.8152415e-01,-4.1024357e-01,-3.8472393e+00, 4.2956004e+00, 4.8097472e+00, 1.7960385e+00, 1.6767026e+00,-2.2773645e+00, 2.6808765e+00,-3.7214172e+00, 4.0978761e+00, 3.6202488e+00,-3.3211513e+00, 3.6200387e+00,-3.6106458e+00,-3.9778764e+00, 3.8779631e+00,-4.8502750e+00,-2.1901150e+00, 3.1800017e+00, 4.6261444e+00, 3.5151103e+00, 2.8659137e-02, 4.5340648e+00, 1.9836371e+00,-2.1751235e+00,-4.6762753e+00,-3.6951694e+00 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/int16/1.txt new file mode 100644 index 000000000..f6b31db38 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/int16/1.txt @@ -0,0 +1 @@ +-4.7488093 , 4.805902 ,-0.29828382, 0.57486725,-4.864297 , 1.1832287 ,-1.7611881 ,-2.7058024 , 2.707353 ,-3.9832466 , 3.1243927 ,-4.795229 , 1.9835415 , 3.2291937 , 2.4303932 ,-3.556881 , 4.316894 ,-0.6444627 ,-3.8289468 , 4.012964 , 0.7878584 ,-1.8921386 , 2.779619 ,-3.762597 , 3.4239094 ,-0.9103423 ,-3.9791772 ,-2.5613685 ,-4.4910364 , 0.19411987, 4.6296096 ,-0.6827259 , 3.7645729 , 1.5309091 , 3.5163064 , 3.4726381 , 3.5372822 , 1.7671971 , 1.4374614 , 3.5783768 ,-2.4927518 , 3.9427729 , 2.431568 , 2.6959393 , 3.8100271 ,-2.099064 , 3.3663592 ,-2.0818436 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/int16/2.txt new file mode 100644 index 000000000..acc01cb55 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/int16/2.txt @@ -0,0 +1 @@ + 4.279912 ,-2.2746763 , 4.0609813 , 4.5353827 , 3.624241 ,-3.9593613 , 4.189409 ,-3.9370356 ,-2.7063863 ,-1.9987059 , 4.172294 ,-4.5454354 , 4.362368 , 2.2204642 ,-4.9866576 , 3.31571 , 0.12623785, 4.7834573 ,-1.3521448 ,-1.5408021 ,-4.6578984 ,-2.93307 ,-1.5684534 ,-1.6875995 ,-0.4278419 , 1.1314197 ,-2.9655704 ,-0.48032767,-1.9200082 , 1.3321692 , 0.87586147,-0.1761448 , 3.939337 ,-1.0270193 ,-4.807054 , 2.8373904 ,-1.1184337 ,-0.8979197 , 2.1442132 ,-2.8509672 ,-3.3741531 , 3.6592414 , 0.7632272 ,-4.11465 , 4.892313 , 4.715815 ,-4.6481915 , 0.24676175 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/int16/3.txt new file mode 100644 index 000000000..0f0b7a939 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/int16/3.txt @@ -0,0 +1 @@ +-2.0949495 ,-1.1370499 , 4.6457314 ,-2.243915 ,-1.7996464 , 1.2268789 ,-4.938172 ,-3.2802615 , 1.8788282 , 4.4162655 ,-4.8805113 , 3.1269526 , 3.2644348 , 0.89842725,-1.4484432 ,-0.28381723, 3.046261 ,-1.0718596 ,-3.996107 ,-4.9575796 ,-2.2279077 , 1.5326967 , 4.4588428 ,-2.042381 , 4.6604958 , 4.6422915 ,-1.097833 , 3.666126 , 0.4735639 ,-4.480704 ,-4.831033 ,-0.27288163, 4.588138 , 4.5297036 , 4.3675694 ,-1.6098841 ,-3.4147859 , 2.1168516 ,-1.9529305 ,-0.12548867, 3.4388335 ,-1.4071734 , 0.9507897 , 4.8206787 , 1.676873 ,-1.7102181 , 1.7746873 , 0.02711739 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/int16/4.txt new file mode 100644 index 000000000..d23450db6 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/int16/4.txt @@ -0,0 +1 @@ +-4.707647 ,-4.0921726 , 3.5813692 ,-4.71081 , 3.157816 ,-3.0034213 ,-0.21858999,-1.1736552 ,-1.6042249 ,-3.93102 ,-4.0407577 , 3.7350774 ,-4.9545655 ,-1.5413756 , 0.34996858, 2.0339615 , 0.99290746,-3.9916334 ,-4.149016 ,-3.2332835 , 3.6728513 , 2.4537466 ,-3.103485 ,-0.4829316 , 4.8046784 ,-1.753812 , 4.878712 ,-1.4039769 , 1.6640003 ,-1.2041731 , 0.8046477 , 0.9196048 ,-0.6475092 , 1.1409346 , 2.0324717 ,-0.04227797,-0.5379897 , 3.205104 , 3.3556423 , 4.8447986 ,-1.9695646 ,-2.6304977 ,-3.7261262 ,-4.725599 , 2.1162436 ,-0.5631174 ,-0.5820323 , 0.8398242 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/uint8/0.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/uint8/0.txt new file mode 100644 index 000000000..bcda22cb6 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/uint8/0.txt @@ -0,0 +1 @@ + 0.29413325,-0.5246354 , 2.5049045 , 4.9534087 , 0.9885207 ,-4.9603324 ,-2.534284 ,-1.2587626 ,-4.6054525 ,-4.0071754 , 3.204513 , 1.9254771 ,-3.0781755 ,-2.225973 , 3.3524523 , 3.817767 , 3.4921055 , 4.3435416 , 3.0849605 ,-1.4030998 ,-1.0506575 ,-0.42979953,-2.2500112 , 3.4057455 , 4.5414543 , 2.9366746 , 4.8639297 ,-0.1028097 , 2.3421814 , 0.6463296 ,-4.906506 ,-0.7544193 ,-4.0089574 , 2.3837643 ,-0.62171113,-3.349577 , 0.63758767,-3.6872568 ,-2.4398334 ,-1.1556609 ,-3.116043 ,-1.9698795 , 0.7246678 , 2.1801088 ,-2.5762403 , 2.5748649 ,-2.8637013 , 2.8755338 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/uint8/1.txt new file mode 100644 index 000000000..937e08f69 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/uint8/1.txt @@ -0,0 +1 @@ +-3.5664022e+00, 3.7696166e+00,-2.0404069e+00,-3.2197843e+00, 2.0149478e-01, 4.1116104e+00, 1.9678035e+00,-7.5975507e-01,-2.1460054e+00, 4.6308274e+00,-1.8927828e+00, 3.0689645e+00,-7.0773923e-01,-6.7477709e-01,-1.6248076e+00, 2.7095401e+00, 2.9545853e+00, 8.5142839e-01,-2.7683893e-01,-2.0586762e+00,-3.5001924e+00,-1.7622359e+00, 2.2262762e+00,-4.0617161e+00,-2.4704919e+00,-3.6333869e+00, 2.3401244e+00,-4.6641917e+00,-4.0812837e-03, 1.1013873e+00, 1.4518824e-01, 2.4135842e+00, 4.1183419e+00, 3.0343807e+00,-3.7195799e-01,-9.7189492e-01,-3.0425618e+00, 4.6822820e+00,-1.7649661e+00, 3.9648254e+00,-3.1084957e+00,-7.3071235e-01,-5.1578474e-01,-3.5188673e+00,-4.7018051e+00,-4.1592669e+00,-3.5443991e-01, 1.3961188e+00 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/uint8/2.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/uint8/2.txt new file mode 100644 index 000000000..fb30491cd --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/uint8/2.txt @@ -0,0 +1 @@ + 4.2618856 , 0.4364266 , 0.5258691 , 3.5147502 ,-4.025428 , 3.143039 , 1.3707066 , 4.7792606 , 1.1539228 , 3.785161 ,-1.9495047 , 2.7047534 , 0.5673139 ,-0.5191105 ,-2.5284607 , 4.076998 , 2.9433093 ,-2.1924984 , 1.1020935 ,-2.126009 , 0.7586875 , 1.1708144 ,-4.594603 ,-3.252912 ,-3.057344 , 3.8008513 ,-4.9164753 ,-4.560891 , 1.724639 ,-3.0877826 , 0.55354726,-3.969067 , 4.17461 ,-1.901139 ,-4.8903475 , 4.7866077 ,-1.3506653 ,-4.2624874 , 0.8842832 , 4.672003 ,-2.5649548 ,-3.6606123 ,-1.6794366 ,-2.0534387 ,-2.9902222 , 3.078469 , 2.846819 , 1.2788221 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/uint8/3.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/uint8/3.txt new file mode 100644 index 000000000..fb9d40ae0 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/uint8/3.txt @@ -0,0 +1 @@ +-2.6751792 ,-2.5436802 , 0.30533552, 1.0443643 ,-4.4327927 , 2.813772 ,-4.27514 , 2.5894637 , 2.8684394 ,-2.2010357 , 1.5827026 , 0.01609957, 0.38605672,-4.978118 ,-0.30794173, 0.7372266 ,-1.2931277 , 2.8435483 , 2.8204155 , 1.5801594 , 0.853025 , 1.0665054 ,-2.3281817 ,-4.2512784 , 2.379218 , 2.6335719 , 0.17575608,-2.7761426 ,-2.8164017 , 1.8392245 , 2.6495574 , 0.82702005, 3.8548648 ,-3.179834 , 0.25908127, 2.4930098 , 0.71019745,-3.193962 ,-1.1381371 ,-3.5847874 ,-1.3353258 , 2.942422 , 0.11944559,-3.0676606 , 3.534187 , 0.86664987,-1.4781127 , 4.8873277 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/uint8/4.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/uint8/4.txt new file mode 100644 index 000000000..aeecd56c3 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/channel/uint8/4.txt @@ -0,0 +1 @@ + 4.2327642 , 4.644095 ,-2.8978996 , 4.39419 , 2.897952 ,-3.330613 ,-3.9131684 ,-1.4672462 ,-3.9219787 , 2.1286428 ,-4.313653 , 2.65426 ,-4.201722 , 2.5390174 ,-3.821772 ,-1.9420135 , 3.3508427 ,-1.2804624 , 4.899826 ,-4.165279 ,-0.38920662, 3.594253 ,-2.367396 , 3.8604352 , 0.40077925, 3.7654843 ,-2.7208197 , 3.4325044 ,-2.921729 , 2.0519714 ,-0.6181836 ,-0.12342291,-4.1059036 ,-3.653849 ,-3.5340316 ,-0.2782715 , 0.32330513, 3.360021 , 2.5673623 , 2.1614027 ,-4.438277 , 3.3010736 , 0.3992392 , 0.82871836,-2.8720777 , 0.29633927, 0.25286415,-4.191315 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001/layer/uint8/0.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/layer/uint8/0.txt new file mode 100644 index 000000000..1f2993269 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/layer/uint8/0.txt @@ -0,0 +1 @@ +-3.3436873 ,-0.79453826, 2.2211137 , 2.6420908 ,-1.3191302 , 1.2973647 ,-4.506594 , 4.867371 ,-4.318404 , 1.6957753 ,-4.3091793 ,-3.2230556 , 4.9175825 ,-3.1527104 ,-2.6669753 ,-2.1135337 ,-3.7701926 ,-3.358504 ,-4.419803 , 3.2045574 ,-0.5828494 ,-3.5796826 ,-4.0088696 ,-4.7178082 , 2.2726505 , 2.1860175 , 3.7198956 ,-0.5788681 ,-3.7766652 ,-0.65016747, 3.707159 ,-2.240267 , 4.5772953 ,-0.54754776, 4.7143884 ,-3.196982 ,-3.6356654 , 3.7157805 , 3.1312432 , 0.58816016, 2.1710336 ,-1.600533 ,-3.689763 , 4.322089 , 0.4816874 , 2.2769346 ,-3.9072733 ,-0.58615017 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001/layer/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/layer/uint8/1.txt new file mode 100644 index 000000000..a19ea6696 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/layer/uint8/1.txt @@ -0,0 +1 @@ +-1.275483 ,-3.6622071 ,-0.87433696, 0.60946655, 1.4415421 , 3.3705983 , 2.2635043 , 3.3926573 ,-0.2936643 ,-0.5169573 , 3.2535644 , 2.1269164 ,-3.4180303 , 1.0427854 ,-1.3514856 , 3.6084783 , 4.569944 ,-0.79272085, 2.9771423 ,-1.6668562 , 4.8700657 , 0.3355385 , 0.76509756, 3.5142152 ,-1.6743544 , 4.794434 ,-2.958765 ,-0.23857778, 2.4555902 , 2.459867 , 3.3922994 ,-4.350212 , 0.6286153 , 0.8139546 , 4.1676807 ,-3.3461437 , 0.69633776,-4.6548877 , 0.98267466,-4.508397 ,-1.4581255 ,-1.2289628 , 3.8701873 , 3.334336 ,-3.5611253 , 2.6133575 ,-1.0554558 ,-3.3291767 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001/layer/uint8/2.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/layer/uint8/2.txt new file mode 100644 index 000000000..7113eb52e --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/layer/uint8/2.txt @@ -0,0 +1 @@ +-0.6250365 ,-4.798417 ,-4.214081 ,-3.625409 , 2.4391694 , 4.1856265 , 3.2472587 ,-3.20996 ,-2.3537548 , 1.3749354 , 2.5947835 ,-1.8891864 ,-3.612735 , 2.246563 , 1.2701501 ,-2.8927476 ,-0.71078295,-3.6037376 ,-4.5916877 , 2.0044398 , 3.4437728 ,-1.0695096 , 4.3483944 ,-3.3387017 ,-0.9384242 , 1.4229002 ,-0.6568144 , 1.1164346 , 1.7145283 ,-2.596518 , 4.6728883 , 3.4737296 , 1.7935314 , 3.1263895 , 1.3614839 ,-3.824968 ,-3.0405738 , 3.1729462 ,-4.1985774 ,-2.9489865 ,-4.2080064 , 2.0368521 ,-2.858539 ,-0.03206728,-1.1123812 , 0.2994737 , 1.6906137 ,-0.8665008 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001/layer/uint8/3.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/layer/uint8/3.txt new file mode 100644 index 000000000..afeb2c0e6 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/layer/uint8/3.txt @@ -0,0 +1 @@ +-4.5279946 ,-3.4497826 ,-2.058617 ,-0.39549035,-0.26672208, 3.0173857 , 3.2430282 , 1.9996022 , 1.3895315 , 1.7620904 ,-4.9040093 ,-3.2858686 ,-2.2823575 ,-1.4176623 ,-0.537347 , 0.68219584,-3.193989 ,-3.1675165 , 0.47214374,-4.390378 ,-1.8730192 , 1.4416525 ,-3.0460286 ,-0.73547626, 1.8686327 ,-0.8146671 ,-2.0906649 , 0.01226121,-0.06992937, 0.9302521 ,-2.1858516 , 4.8370657 ,-4.1847024 , 4.4963436 ,-1.3834711 ,-1.1244944 , 0.4290957 ,-4.2681174 , 1.2978764 , 3.4149706 ,-2.7011304 ,-3.1285405 ,-3.8857136 ,-0.18625297,-0.13618916, 2.427405 ,-1.7979074 ,-1.4174187 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001/layer/uint8/4.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/layer/uint8/4.txt new file mode 100644 index 000000000..99c6284d6 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001/layer/uint8/4.txt @@ -0,0 +1 @@ +-0.40635094,-2.485209 ,-2.9641154 , 4.09174 ,-1.9137962 ,-2.0860991 , 1.6594787 , 0.53744185, 1.7737653 ,-1.7054961 , 2.5611186 ,-1.1456238 , 2.741241 ,-2.283051 ,-4.2111306 ,-0.8722772 , 1.6465468 ,-0.61518955, 0.08495517, 3.6847656 , 3.7826371 , 2.0023444 ,-3.5326133 , 2.3723035 , 3.7383325 ,-3.3514297 , 2.031452 ,-0.7364658 ,-4.3347225 ,-2.8146286 ,-1.37377 ,-3.518721 ,-0.19657679,-1.6831368 , 1.2457223 , 0.25099897,-4.4722757 ,-4.135197 ,-0.6378818 , 3.8833187 , 1.9291897 , 2.5969315 , 2.146067 ,-2.846719 ,-2.2562532 ,-2.6856182 , 2.824374 , 2.3662992 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/channel/int16/0.txt new file mode 100644 index 000000000..1f2993269 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/channel/int16/0.txt @@ -0,0 +1 @@ +-3.3436873 ,-0.79453826, 2.2211137 , 2.6420908 ,-1.3191302 , 1.2973647 ,-4.506594 , 4.867371 ,-4.318404 , 1.6957753 ,-4.3091793 ,-3.2230556 , 4.9175825 ,-3.1527104 ,-2.6669753 ,-2.1135337 ,-3.7701926 ,-3.358504 ,-4.419803 , 3.2045574 ,-0.5828494 ,-3.5796826 ,-4.0088696 ,-4.7178082 , 2.2726505 , 2.1860175 , 3.7198956 ,-0.5788681 ,-3.7766652 ,-0.65016747, 3.707159 ,-2.240267 , 4.5772953 ,-0.54754776, 4.7143884 ,-3.196982 ,-3.6356654 , 3.7157805 , 3.1312432 , 0.58816016, 2.1710336 ,-1.600533 ,-3.689763 , 4.322089 , 0.4816874 , 2.2769346 ,-3.9072733 ,-0.58615017 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/channel/int16/1.txt new file mode 100644 index 000000000..a19ea6696 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/channel/int16/1.txt @@ -0,0 +1 @@ +-1.275483 ,-3.6622071 ,-0.87433696, 0.60946655, 1.4415421 , 3.3705983 , 2.2635043 , 3.3926573 ,-0.2936643 ,-0.5169573 , 3.2535644 , 2.1269164 ,-3.4180303 , 1.0427854 ,-1.3514856 , 3.6084783 , 4.569944 ,-0.79272085, 2.9771423 ,-1.6668562 , 4.8700657 , 0.3355385 , 0.76509756, 3.5142152 ,-1.6743544 , 4.794434 ,-2.958765 ,-0.23857778, 2.4555902 , 2.459867 , 3.3922994 ,-4.350212 , 0.6286153 , 0.8139546 , 4.1676807 ,-3.3461437 , 0.69633776,-4.6548877 , 0.98267466,-4.508397 ,-1.4581255 ,-1.2289628 , 3.8701873 , 3.334336 ,-3.5611253 , 2.6133575 ,-1.0554558 ,-3.3291767 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/channel/int16/2.txt new file mode 100644 index 000000000..7113eb52e --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/channel/int16/2.txt @@ -0,0 +1 @@ +-0.6250365 ,-4.798417 ,-4.214081 ,-3.625409 , 2.4391694 , 4.1856265 , 3.2472587 ,-3.20996 ,-2.3537548 , 1.3749354 , 2.5947835 ,-1.8891864 ,-3.612735 , 2.246563 , 1.2701501 ,-2.8927476 ,-0.71078295,-3.6037376 ,-4.5916877 , 2.0044398 , 3.4437728 ,-1.0695096 , 4.3483944 ,-3.3387017 ,-0.9384242 , 1.4229002 ,-0.6568144 , 1.1164346 , 1.7145283 ,-2.596518 , 4.6728883 , 3.4737296 , 1.7935314 , 3.1263895 , 1.3614839 ,-3.824968 ,-3.0405738 , 3.1729462 ,-4.1985774 ,-2.9489865 ,-4.2080064 , 2.0368521 ,-2.858539 ,-0.03206728,-1.1123812 , 0.2994737 , 1.6906137 ,-0.8665008 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/channel/int16/3.txt new file mode 100644 index 000000000..afeb2c0e6 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/channel/int16/3.txt @@ -0,0 +1 @@ +-4.5279946 ,-3.4497826 ,-2.058617 ,-0.39549035,-0.26672208, 3.0173857 , 3.2430282 , 1.9996022 , 1.3895315 , 1.7620904 ,-4.9040093 ,-3.2858686 ,-2.2823575 ,-1.4176623 ,-0.537347 , 0.68219584,-3.193989 ,-3.1675165 , 0.47214374,-4.390378 ,-1.8730192 , 1.4416525 ,-3.0460286 ,-0.73547626, 1.8686327 ,-0.8146671 ,-2.0906649 , 0.01226121,-0.06992937, 0.9302521 ,-2.1858516 , 4.8370657 ,-4.1847024 , 4.4963436 ,-1.3834711 ,-1.1244944 , 0.4290957 ,-4.2681174 , 1.2978764 , 3.4149706 ,-2.7011304 ,-3.1285405 ,-3.8857136 ,-0.18625297,-0.13618916, 2.427405 ,-1.7979074 ,-1.4174187 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/channel/int16/4.txt new file mode 100644 index 000000000..99c6284d6 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/channel/int16/4.txt @@ -0,0 +1 @@ +-0.40635094,-2.485209 ,-2.9641154 , 4.09174 ,-1.9137962 ,-2.0860991 , 1.6594787 , 0.53744185, 1.7737653 ,-1.7054961 , 2.5611186 ,-1.1456238 , 2.741241 ,-2.283051 ,-4.2111306 ,-0.8722772 , 1.6465468 ,-0.61518955, 0.08495517, 3.6847656 , 3.7826371 , 2.0023444 ,-3.5326133 , 2.3723035 , 3.7383325 ,-3.3514297 , 2.031452 ,-0.7364658 ,-4.3347225 ,-2.8146286 ,-1.37377 ,-3.518721 ,-0.19657679,-1.6831368 , 1.2457223 , 0.25099897,-4.4722757 ,-4.135197 ,-0.6378818 , 3.8833187 , 1.9291897 , 2.5969315 , 2.146067 ,-2.846719 ,-2.2562532 ,-2.6856182 , 2.824374 , 2.3662992 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/layer/uint8/0.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/layer/uint8/0.txt new file mode 100644 index 000000000..081a1e6ee --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/layer/uint8/0.txt @@ -0,0 +1 @@ +-1.9927613e+00,-1.7386111e+00, 4.0895696e+00, 3.7818990e+00, 1.9420158e+00, 2.8482721e+00, 1.9165717e+00, 3.0059583e+00, 1.8346788e+00,-1.9055414e-03, 4.9277787e+00,-2.2794118e+00, 4.4005270e+00, 4.9703922e+00,-4.5275192e+00,-4.0446317e-01,-4.9363256e+00, 4.9506269e+00, 5.5874938e-01, 3.9949589e+00,-3.8152415e-01,-4.1024357e-01,-3.8472393e+00, 4.2956004e+00, 4.8097472e+00, 1.7960385e+00, 1.6767026e+00,-2.2773645e+00, 2.6808765e+00,-3.7214172e+00, 4.0978761e+00, 3.6202488e+00,-3.3211513e+00, 3.6200387e+00,-3.6106458e+00,-3.9778764e+00, 3.8779631e+00,-4.8502750e+00,-2.1901150e+00, 3.1800017e+00, 4.6261444e+00, 3.5151103e+00, 2.8659137e-02, 4.5340648e+00, 1.9836371e+00,-2.1751235e+00,-4.6762753e+00,-3.6951694e+00 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/layer/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/layer/uint8/1.txt new file mode 100644 index 000000000..f6b31db38 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/layer/uint8/1.txt @@ -0,0 +1 @@ +-4.7488093 , 4.805902 ,-0.29828382, 0.57486725,-4.864297 , 1.1832287 ,-1.7611881 ,-2.7058024 , 2.707353 ,-3.9832466 , 3.1243927 ,-4.795229 , 1.9835415 , 3.2291937 , 2.4303932 ,-3.556881 , 4.316894 ,-0.6444627 ,-3.8289468 , 4.012964 , 0.7878584 ,-1.8921386 , 2.779619 ,-3.762597 , 3.4239094 ,-0.9103423 ,-3.9791772 ,-2.5613685 ,-4.4910364 , 0.19411987, 4.6296096 ,-0.6827259 , 3.7645729 , 1.5309091 , 3.5163064 , 3.4726381 , 3.5372822 , 1.7671971 , 1.4374614 , 3.5783768 ,-2.4927518 , 3.9427729 , 2.431568 , 2.6959393 , 3.8100271 ,-2.099064 , 3.3663592 ,-2.0818436 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/layer/uint8/2.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/layer/uint8/2.txt new file mode 100644 index 000000000..acc01cb55 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/layer/uint8/2.txt @@ -0,0 +1 @@ + 4.279912 ,-2.2746763 , 4.0609813 , 4.5353827 , 3.624241 ,-3.9593613 , 4.189409 ,-3.9370356 ,-2.7063863 ,-1.9987059 , 4.172294 ,-4.5454354 , 4.362368 , 2.2204642 ,-4.9866576 , 3.31571 , 0.12623785, 4.7834573 ,-1.3521448 ,-1.5408021 ,-4.6578984 ,-2.93307 ,-1.5684534 ,-1.6875995 ,-0.4278419 , 1.1314197 ,-2.9655704 ,-0.48032767,-1.9200082 , 1.3321692 , 0.87586147,-0.1761448 , 3.939337 ,-1.0270193 ,-4.807054 , 2.8373904 ,-1.1184337 ,-0.8979197 , 2.1442132 ,-2.8509672 ,-3.3741531 , 3.6592414 , 0.7632272 ,-4.11465 , 4.892313 , 4.715815 ,-4.6481915 , 0.24676175 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/layer/uint8/3.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/layer/uint8/3.txt new file mode 100644 index 000000000..0f0b7a939 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/layer/uint8/3.txt @@ -0,0 +1 @@ +-2.0949495 ,-1.1370499 , 4.6457314 ,-2.243915 ,-1.7996464 , 1.2268789 ,-4.938172 ,-3.2802615 , 1.8788282 , 4.4162655 ,-4.8805113 , 3.1269526 , 3.2644348 , 0.89842725,-1.4484432 ,-0.28381723, 3.046261 ,-1.0718596 ,-3.996107 ,-4.9575796 ,-2.2279077 , 1.5326967 , 4.4588428 ,-2.042381 , 4.6604958 , 4.6422915 ,-1.097833 , 3.666126 , 0.4735639 ,-4.480704 ,-4.831033 ,-0.27288163, 4.588138 , 4.5297036 , 4.3675694 ,-1.6098841 ,-3.4147859 , 2.1168516 ,-1.9529305 ,-0.12548867, 3.4388335 ,-1.4071734 , 0.9507897 , 4.8206787 , 1.676873 ,-1.7102181 , 1.7746873 , 0.02711739 diff --git a/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/layer/uint8/4.txt b/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/layer/uint8/4.txt new file mode 100644 index 000000000..d23450db6 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/PRelu_001_config/layer/uint8/4.txt @@ -0,0 +1 @@ +-4.707647 ,-4.0921726 , 3.5813692 ,-4.71081 , 3.157816 ,-3.0034213 ,-0.21858999,-1.1736552 ,-1.6042249 ,-3.93102 ,-4.0407577 , 3.7350774 ,-4.9545655 ,-1.5413756 , 0.34996858, 2.0339615 , 0.99290746,-3.9916334 ,-4.149016 ,-3.2332835 , 3.6728513 , 2.4537466 ,-3.103485 ,-0.4829316 , 4.8046784 ,-1.753812 , 4.878712 ,-1.4039769 , 1.6640003 ,-1.2041731 , 0.8046477 , 0.9196048 ,-0.6475092 , 1.1409346 , 2.0324717 ,-0.04227797,-0.5379897 , 3.205104 , 3.3556423 , 4.8447986 ,-1.9695646 ,-2.6304977 ,-3.7261262 ,-4.725599 , 2.1162436 ,-0.5631174 ,-0.5820323 , 0.8398242 diff --git a/compiler/pota-quantization-value-test/test_inputs/ReLU_000/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/ReLU_000/channel/int16/0.txt new file mode 100644 index 000000000..42ce6be36 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/ReLU_000/channel/int16/0.txt @@ -0,0 +1 @@ + 1.1826919 , 0.07451724, 3.48515 , 3.4905832 , 1.8009655 , 4.155749 , 3.3155255 , 2.6834202 ,-1.7111781 ,-2.2254407 ,-4.578932 ,-2.1239302 ,-0.1269101 ,-2.6022012 ,-4.8320093 , 0.2983099 ,-0.43314072,-0.66332716 diff --git a/compiler/pota-quantization-value-test/test_inputs/ReLU_000/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/ReLU_000/channel/int16/1.txt new file mode 100644 index 000000000..f677cc836 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/ReLU_000/channel/int16/1.txt @@ -0,0 +1 @@ +-1.2971772 ,-3.6082 ,-2.2253058 ,-4.4367466 ,-1.7221912 , 0.02547262,-3.641017 , 0.2953748 , 0.7217547 , 4.663728 , 4.262444 ,-3.196005 ,-1.6792587 ,-1.7463406 , 2.030074 , 0.67998594,-0.92862725,-1.7960806 diff --git a/compiler/pota-quantization-value-test/test_inputs/ReLU_000/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/ReLU_000/channel/int16/2.txt new file mode 100644 index 000000000..841ea9f8f --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/ReLU_000/channel/int16/2.txt @@ -0,0 +1 @@ + 2.2390285 ,-1.9557759 ,-1.2331479 ,-2.4810686 ,-0.5112022 , 1.741153 , 0.13645513,-2.3543327 ,-3.2610211 , 2.5739572 ,-0.50510126, 2.3544457 , 1.884411 ,-3.7153857 ,-1.7037194 ,-0.36849263,-4.819704 , 3.047652 diff --git a/compiler/pota-quantization-value-test/test_inputs/ReLU_000/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/ReLU_000/channel/int16/3.txt new file mode 100644 index 000000000..08ec9fe8f --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/ReLU_000/channel/int16/3.txt @@ -0,0 +1 @@ +-0.9080747 ,-1.5609599 ,-0.40923035,-2.0569193 , 4.5904484 ,-0.02348744, 0.35939455, 2.2017193 , 2.2766497 ,-2.2080436 ,-2.6453862 ,-3.6456985 , 4.160244 , 1.7283534 , 4.5547447 ,-1.8674839 , 3.019465 , 1.1584582 diff --git a/compiler/pota-quantization-value-test/test_inputs/ReLU_000/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/ReLU_000/channel/int16/4.txt new file mode 100644 index 000000000..a4f2d97d1 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/ReLU_000/channel/int16/4.txt @@ -0,0 +1 @@ + 4.5920744 , 3.827386 ,-2.1228654 , 3.7227573 ,-3.4464717 , 0.31313375, 0.5531476 ,-0.30391756,-0.21601346, 3.8968146 , 0.23224053,-0.6208954 ,-0.76323295,-1.1700501 ,-1.6203161 , 2.1780837 , 2.3581395 , 2.6519518 diff --git a/compiler/pota-quantization-value-test/test_inputs/ReLU_000/layer/uint8/0.txt b/compiler/pota-quantization-value-test/test_inputs/ReLU_000/layer/uint8/0.txt new file mode 100644 index 000000000..eb058a1c3 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/ReLU_000/layer/uint8/0.txt @@ -0,0 +1 @@ +-0.55411166,-4.1992335 , 1.4317423 ,-3.7261302 , 1.151971 ,-2.117022 ,-0.7386241 , 4.654951 , 1.4869142 ,-4.6252975 ,-3.305923 , 3.632628 ,-2.6403873 ,-4.862389 , 3.477561 ,-4.9842925 ,-3.6267536 , 4.9950438 diff --git a/compiler/pota-quantization-value-test/test_inputs/ReLU_000/layer/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/ReLU_000/layer/uint8/1.txt new file mode 100644 index 000000000..ff15f032d --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/ReLU_000/layer/uint8/1.txt @@ -0,0 +1 @@ + 0.18094282,-0.58095986, 1.2765085 ,-0.534363 , 4.5564513 ,-0.28305855, 0.80606604,-3.3217795 ,-0.08041744,-3.7558215 ,-0.5370528 , 1.8984528 ,-0.09462419,-0.28595117, 4.6817894 ,-4.6653147 ,-4.127137 ,-2.3407753 diff --git a/compiler/pota-quantization-value-test/test_inputs/ReLU_000/layer/uint8/2.txt b/compiler/pota-quantization-value-test/test_inputs/ReLU_000/layer/uint8/2.txt new file mode 100644 index 000000000..e564168bf --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/ReLU_000/layer/uint8/2.txt @@ -0,0 +1 @@ +-0.62747055, 1.4133646 ,-0.9954612 ,-4.687624 ,-2.5390003 ,-4.534569 ,-1.1943612 ,-4.830596 , 4.3214984 ,-2.4795794 , 4.166298 ,-1.4772589 ,-4.074577 , 3.2332711 ,-1.5221404 ,-1.7308865 , 0.06814837, 2.944668 diff --git a/compiler/pota-quantization-value-test/test_inputs/ReLU_000/layer/uint8/3.txt b/compiler/pota-quantization-value-test/test_inputs/ReLU_000/layer/uint8/3.txt new file mode 100644 index 000000000..c763b6311 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/ReLU_000/layer/uint8/3.txt @@ -0,0 +1 @@ +-3.2136867 , 0.6229863 , 0.02772082,-0.00820862,-2.4893622 ,-0.6757174 ,-2.2024722 ,-2.0893583 , 0.33953062,-3.5438979 , 0.7000838 , 1.3219849 ,-0.02302017, 2.3125873 ,-1.5376673 ,-4.0330076 , 4.755884 , 2.729685 diff --git a/compiler/pota-quantization-value-test/test_inputs/ReLU_000/layer/uint8/4.txt b/compiler/pota-quantization-value-test/test_inputs/ReLU_000/layer/uint8/4.txt new file mode 100644 index 000000000..12e13272d --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/ReLU_000/layer/uint8/4.txt @@ -0,0 +1 @@ + 0.82922786, 4.762074 ,-3.5043278 , 2.4521468 , 2.6450796 ,-2.8606322 , 0.8321993 ,-1.4020495 ,-0.25749585, 1.0287803 ,-3.911455 ,-1.8311876 , 2.763438 , 3.8604703 ,-3.5478592 ,-4.2335987 ,-3.6402035 ,-1.8485361 diff --git a/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/channel/int16/0.txt new file mode 100644 index 000000000..eb058a1c3 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/channel/int16/0.txt @@ -0,0 +1 @@ +-0.55411166,-4.1992335 , 1.4317423 ,-3.7261302 , 1.151971 ,-2.117022 ,-0.7386241 , 4.654951 , 1.4869142 ,-4.6252975 ,-3.305923 , 3.632628 ,-2.6403873 ,-4.862389 , 3.477561 ,-4.9842925 ,-3.6267536 , 4.9950438 diff --git a/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/channel/int16/1.txt new file mode 100644 index 000000000..ff15f032d --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/channel/int16/1.txt @@ -0,0 +1 @@ + 0.18094282,-0.58095986, 1.2765085 ,-0.534363 , 4.5564513 ,-0.28305855, 0.80606604,-3.3217795 ,-0.08041744,-3.7558215 ,-0.5370528 , 1.8984528 ,-0.09462419,-0.28595117, 4.6817894 ,-4.6653147 ,-4.127137 ,-2.3407753 diff --git a/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/channel/int16/2.txt new file mode 100644 index 000000000..e564168bf --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/channel/int16/2.txt @@ -0,0 +1 @@ +-0.62747055, 1.4133646 ,-0.9954612 ,-4.687624 ,-2.5390003 ,-4.534569 ,-1.1943612 ,-4.830596 , 4.3214984 ,-2.4795794 , 4.166298 ,-1.4772589 ,-4.074577 , 3.2332711 ,-1.5221404 ,-1.7308865 , 0.06814837, 2.944668 diff --git a/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/channel/int16/3.txt new file mode 100644 index 000000000..c763b6311 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/channel/int16/3.txt @@ -0,0 +1 @@ +-3.2136867 , 0.6229863 , 0.02772082,-0.00820862,-2.4893622 ,-0.6757174 ,-2.2024722 ,-2.0893583 , 0.33953062,-3.5438979 , 0.7000838 , 1.3219849 ,-0.02302017, 2.3125873 ,-1.5376673 ,-4.0330076 , 4.755884 , 2.729685 diff --git a/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/channel/int16/4.txt new file mode 100644 index 000000000..12e13272d --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/channel/int16/4.txt @@ -0,0 +1 @@ + 0.82922786, 4.762074 ,-3.5043278 , 2.4521468 , 2.6450796 ,-2.8606322 , 0.8321993 ,-1.4020495 ,-0.25749585, 1.0287803 ,-3.911455 ,-1.8311876 , 2.763438 , 3.8604703 ,-3.5478592 ,-4.2335987 ,-3.6402035 ,-1.8485361 diff --git a/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/layer/uint8/0.txt b/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/layer/uint8/0.txt new file mode 100644 index 000000000..42ce6be36 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/layer/uint8/0.txt @@ -0,0 +1 @@ + 1.1826919 , 0.07451724, 3.48515 , 3.4905832 , 1.8009655 , 4.155749 , 3.3155255 , 2.6834202 ,-1.7111781 ,-2.2254407 ,-4.578932 ,-2.1239302 ,-0.1269101 ,-2.6022012 ,-4.8320093 , 0.2983099 ,-0.43314072,-0.66332716 diff --git a/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/layer/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/layer/uint8/1.txt new file mode 100644 index 000000000..f677cc836 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/layer/uint8/1.txt @@ -0,0 +1 @@ +-1.2971772 ,-3.6082 ,-2.2253058 ,-4.4367466 ,-1.7221912 , 0.02547262,-3.641017 , 0.2953748 , 0.7217547 , 4.663728 , 4.262444 ,-3.196005 ,-1.6792587 ,-1.7463406 , 2.030074 , 0.67998594,-0.92862725,-1.7960806 diff --git a/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/layer/uint8/2.txt b/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/layer/uint8/2.txt new file mode 100644 index 000000000..841ea9f8f --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/layer/uint8/2.txt @@ -0,0 +1 @@ + 2.2390285 ,-1.9557759 ,-1.2331479 ,-2.4810686 ,-0.5112022 , 1.741153 , 0.13645513,-2.3543327 ,-3.2610211 , 2.5739572 ,-0.50510126, 2.3544457 , 1.884411 ,-3.7153857 ,-1.7037194 ,-0.36849263,-4.819704 , 3.047652 diff --git a/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/layer/uint8/3.txt b/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/layer/uint8/3.txt new file mode 100644 index 000000000..08ec9fe8f --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/layer/uint8/3.txt @@ -0,0 +1 @@ +-0.9080747 ,-1.5609599 ,-0.40923035,-2.0569193 , 4.5904484 ,-0.02348744, 0.35939455, 2.2017193 , 2.2766497 ,-2.2080436 ,-2.6453862 ,-3.6456985 , 4.160244 , 1.7283534 , 4.5547447 ,-1.8674839 , 3.019465 , 1.1584582 diff --git a/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/layer/uint8/4.txt b/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/layer/uint8/4.txt new file mode 100644 index 000000000..a4f2d97d1 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/ReLU_000_config/layer/uint8/4.txt @@ -0,0 +1 @@ + 4.5920744 , 3.827386 ,-2.1228654 , 3.7227573 ,-3.4464717 , 0.31313375, 0.5531476 ,-0.30391756,-0.21601346, 3.8968146 , 0.23224053,-0.6208954 ,-0.76323295,-1.1700501 ,-1.6203161 , 2.1780837 , 2.3581395 , 2.6519518 diff --git a/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/int16/0.txt new file mode 100644 index 000000000..4b999a028 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/int16/0.txt @@ -0,0 +1 @@ + 3.241328 , 2.7033713 ,-2.5329788 ,-4.078369 ,-3.6711028 , 2.8912613 , 0.6188993 , 3.3729403 , 2.9906578 , 0.69040877, 0.6443222 , 1.1676162 diff --git a/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/int16/1.txt new file mode 100644 index 000000000..7061063b9 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/int16/1.txt @@ -0,0 +1 @@ + 1.572614 , 3.6147017 , 1.4378501 ,-0.81497866, 1.5987366 , 3.7698908 ,-3.8637109 , 4.5728784 ,-0.8706349 , 0.7389268 , 4.64117 ,-0.96047217 diff --git a/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/int16/2.txt new file mode 100644 index 000000000..c048a8a9f --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/int16/2.txt @@ -0,0 +1 @@ + 0.00864919,-3.1653113 ,-2.125551 , 2.9225516 ,-1.1439148 , 4.6509814 ,-2.097259 , 2.5843353 ,-2.067207 ,-2.5034845 ,-4.9441104 ,-3.9062042 diff --git a/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/int16/3.txt new file mode 100644 index 000000000..55be3b464 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/int16/3.txt @@ -0,0 +1 @@ + 1.0920542 , 0.5510192 , 1.3465579 ,-2.3510268 , 4.016736 , 4.7848744 ,-0.42403316, 0.00571597, 1.6412207 , 1.7787368 , 2.4728034 ,-3.5900247 diff --git a/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/int16/4.txt new file mode 100644 index 000000000..04c7a1a8a --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/int16/4.txt @@ -0,0 +1 @@ +-2.9799085,-3.9477375, 0.6402844, 3.304766 , 3.8880465,-3.5069442,-2.3702915, 4.126247 ,-3.1614416, 2.9909244,-2.8755414, 0.2627986 diff --git a/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/uint8/0.txt b/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/uint8/0.txt new file mode 100644 index 000000000..0e8d687b1 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/uint8/0.txt @@ -0,0 +1 @@ +-2.327701 , 1.9312059 ,-2.0069487 ,-1.2584914 ,-0.08435626, 0.47685367,-2.7456024 , 2.1275337 ,-4.9685698 , 1.8143541 , 0.52829266,-2.770121 diff --git a/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/uint8/1.txt new file mode 100644 index 000000000..67732e8f5 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/uint8/1.txt @@ -0,0 +1 @@ + 0.01133719,-3.3741624 , 3.556686 ,-4.21059 , 0.49977505, 1.768375 , 3.867543 , 2.270572 ,-3.9507272 ,-4.595618 ,-4.7460327 , 0.5856542 diff --git a/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/uint8/2.txt b/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/uint8/2.txt new file mode 100644 index 000000000..7bc7124d6 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/uint8/2.txt @@ -0,0 +1 @@ +-2.7181 , 4.6819983 , 2.9022477 ,-0.10716935, 3.6687856 ,-2.5403244 ,-4.477037 , 2.5499978 ,-3.9294813 , 0.08725335,-2.243345 ,-1.4018577 diff --git a/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/uint8/3.txt b/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/uint8/3.txt new file mode 100644 index 000000000..0fac9fb70 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/uint8/3.txt @@ -0,0 +1 @@ +-3.920553 , 0.87464577,-1.0319884 , 2.1885726 , 2.755115 ,-1.6436632 ,-4.4507327 , 4.915525 , 2.9331517 , 4.7712016 , 4.676084 ,-1.7715888 diff --git a/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/uint8/4.txt b/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/uint8/4.txt new file mode 100644 index 000000000..df79104c2 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Split_000/channel/uint8/4.txt @@ -0,0 +1 @@ +-2.181168 ,-1.6011912 ,-4.359466 ,-1.3662407 ,-0.06876431,-2.9213328 ,-0.5463467 ,-3.7916536 ,-3.751455 ,-2.822578 , 0.8914152 ,-3.0267959 diff --git a/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/int16/0.txt new file mode 100644 index 000000000..0e8d687b1 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/int16/0.txt @@ -0,0 +1 @@ +-2.327701 , 1.9312059 ,-2.0069487 ,-1.2584914 ,-0.08435626, 0.47685367,-2.7456024 , 2.1275337 ,-4.9685698 , 1.8143541 , 0.52829266,-2.770121 diff --git a/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/int16/1.txt new file mode 100644 index 000000000..67732e8f5 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/int16/1.txt @@ -0,0 +1 @@ + 0.01133719,-3.3741624 , 3.556686 ,-4.21059 , 0.49977505, 1.768375 , 3.867543 , 2.270572 ,-3.9507272 ,-4.595618 ,-4.7460327 , 0.5856542 diff --git a/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/int16/2.txt new file mode 100644 index 000000000..7bc7124d6 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/int16/2.txt @@ -0,0 +1 @@ +-2.7181 , 4.6819983 , 2.9022477 ,-0.10716935, 3.6687856 ,-2.5403244 ,-4.477037 , 2.5499978 ,-3.9294813 , 0.08725335,-2.243345 ,-1.4018577 diff --git a/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/int16/3.txt new file mode 100644 index 000000000..0fac9fb70 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/int16/3.txt @@ -0,0 +1 @@ +-3.920553 , 0.87464577,-1.0319884 , 2.1885726 , 2.755115 ,-1.6436632 ,-4.4507327 , 4.915525 , 2.9331517 , 4.7712016 , 4.676084 ,-1.7715888 diff --git a/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/int16/4.txt new file mode 100644 index 000000000..df79104c2 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/int16/4.txt @@ -0,0 +1 @@ +-2.181168 ,-1.6011912 ,-4.359466 ,-1.3662407 ,-0.06876431,-2.9213328 ,-0.5463467 ,-3.7916536 ,-3.751455 ,-2.822578 , 0.8914152 ,-3.0267959 diff --git a/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/uint8/0.txt b/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/uint8/0.txt new file mode 100644 index 000000000..4b999a028 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/uint8/0.txt @@ -0,0 +1 @@ + 3.241328 , 2.7033713 ,-2.5329788 ,-4.078369 ,-3.6711028 , 2.8912613 , 0.6188993 , 3.3729403 , 2.9906578 , 0.69040877, 0.6443222 , 1.1676162 diff --git a/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/uint8/1.txt new file mode 100644 index 000000000..7061063b9 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/uint8/1.txt @@ -0,0 +1 @@ + 1.572614 , 3.6147017 , 1.4378501 ,-0.81497866, 1.5987366 , 3.7698908 ,-3.8637109 , 4.5728784 ,-0.8706349 , 0.7389268 , 4.64117 ,-0.96047217 diff --git a/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/uint8/2.txt b/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/uint8/2.txt new file mode 100644 index 000000000..c048a8a9f --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/uint8/2.txt @@ -0,0 +1 @@ + 0.00864919,-3.1653113 ,-2.125551 , 2.9225516 ,-1.1439148 , 4.6509814 ,-2.097259 , 2.5843353 ,-2.067207 ,-2.5034845 ,-4.9441104 ,-3.9062042 diff --git a/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/uint8/3.txt b/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/uint8/3.txt new file mode 100644 index 000000000..55be3b464 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/uint8/3.txt @@ -0,0 +1 @@ + 1.0920542 , 0.5510192 , 1.3465579 ,-2.3510268 , 4.016736 , 4.7848744 ,-0.42403316, 0.00571597, 1.6412207 , 1.7787368 , 2.4728034 ,-3.5900247 diff --git a/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/uint8/4.txt b/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/uint8/4.txt new file mode 100644 index 000000000..04c7a1a8a --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/Split_000_config/channel/uint8/4.txt @@ -0,0 +1 @@ +-2.9799085,-3.9477375, 0.6402844, 3.304766 , 3.8880465,-3.5069442,-2.3702915, 4.126247 ,-3.1614416, 2.9909244,-2.8755414, 0.2627986 diff --git a/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001/channel/int16/0.txt new file mode 100644 index 000000000..a8874bc5f --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001/channel/int16/0.txt @@ -0,0 +1 @@ + 3.9384239 ,-3.7377489 , 0.97284186, 3.8309984 , 2.4125865 , 1.7141674 , 3.9459977 ,-0.304659 ,-3.4623327 , 4.4569106 , 4.209985 ,-0.6677348 , 3.4578135 , 1.6779743 , 2.502791 ,-1.324285 , 1.3139176 , 3.4334664 ,-2.2695086 ,-4.001059 ,-0.91164917, 4.4447775 ,-3.0275404 ,-2.0852396 , 3.6677403 ,-2.9595146 , 2.0921555 , 1.7570637 , 3.717391 ,-0.3216191 ,-0.8410847 , 2.662336 diff --git a/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001/channel/int16/1.txt new file mode 100644 index 000000000..715e680be --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001/channel/int16/1.txt @@ -0,0 +1 @@ + 0.6663157 ,-0.04146723,-0.8193995 , 4.804576 ,-2.1357434 , 4.0829 ,-1.6380692 , 1.8043218 , 2.3431025 , 0.30111 , 1.2928191 ,-1.8559257 ,-0.68305963,-1.1502715 , 1.9492546 ,-2.7240746 , 2.9279857 ,-3.3329778 ,-4.8343406 ,-0.02708206, 1.1840513 , 3.6476028 , 4.75276 ,-4.9085226 ,-1.1922491 , 0.54225117, 3.17247 ,-2.7856457 ,-3.0866194 ,-2.2077718 , 1.6263398 , 3.7066603 diff --git a/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001/channel/int16/2.txt new file mode 100644 index 000000000..3ca893e61 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001/channel/int16/2.txt @@ -0,0 +1 @@ +-4.8507566 ,-1.267258 , 0.5099198 , 1.650726 , 3.4329638 ,-2.2652836 , 1.2157568 , 0.18305123, 3.6754217 ,-4.6185255 ,-1.0646905 ,-0.46092424, 2.046326 ,-2.8830478 , 4.156068 ,-2.0503244 , 0.0755459 ,-4.6472006 ,-0.50128895, 3.1129324 ,-4.4048553 , 0.47983927, 1.4510479 , 3.9226127 ,-4.767221 ,-2.795826 ,-4.816457 ,-3.6127663 ,-2.2712553 , 4.586938 , 1.1028811 , 1.5028698 diff --git a/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001/channel/int16/3.txt new file mode 100644 index 000000000..3fba8ecec --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001/channel/int16/3.txt @@ -0,0 +1 @@ + 4.9431224 ,-3.4878132 ,-2.4831018 , 2.2395666 ,-2.3317611 ,-1.6786547 ,-2.4702384 , 3.2167027 , 1.7300137 , 2.8848834 ,-4.6395254 , 0.5527259 ,-2.915835 ,-1.0066313 ,-0.278253 , 4.6136203 ,-3.4183645 ,-1.5189631 ,-4.599058 , 3.3198457 ,-3.9464161 ,-0.6357558 , 0.32550323, 3.2147424 , 4.921844 ,-0.30067012, 3.9456701 , 0.5943688 ,-4.7229166 ,-3.6803844 ,-3.3813965 , 3.283583 diff --git a/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001/channel/int16/4.txt new file mode 100644 index 000000000..16cc23b79 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001/channel/int16/4.txt @@ -0,0 +1 @@ + 2.232644 , 4.465217 , 1.926956 ,-4.007337 ,-2.7392106 ,-2.4579394 , 2.913538 ,-1.7261469 , 3.8706868 , 0.06259949,-2.018361 , 1.2728635 ,-3.133289 ,-4.943454 ,-1.5415367 ,-4.8183494 , 4.348317 ,-2.4929109 ,-0.9018388 ,-4.776565 , 4.634248 , 3.0753953 , 2.3412373 ,-2.7086196 , 3.4485948 , 0.3561932 , 0.03650501,-2.8704169 , 1.0514414 , 3.3964615 , 1.2783849 , 4.974951 diff --git a/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/channel/int16/0.txt b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/channel/int16/0.txt new file mode 100644 index 000000000..e9db48f9e --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/channel/int16/0.txt @@ -0,0 +1 @@ +-1.4124781 , 0.42694193, 1.1734594 ,-3.5111153 ,-2.9756174 , 1.3682148 ,-2.318465 , 2.198896 ,-4.5043235 , 3.1775594 ,-0.42802384,-1.4872279 , 1.3821319 ,-4.771963 ,-0.12837897, 4.132799 , 3.697655 , 2.0807178 ,-3.621293 , 2.121878 ,-0.25654107, 0.42100102,-1.4009671 ,-2.9733627 ,-0.7058871 ,-2.831215 , 3.5669627 , 2.1420689 ,-1.8789555 , 0.8104939 ,-2.0503597 , 1.7788508 diff --git a/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/channel/int16/1.txt b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/channel/int16/1.txt new file mode 100644 index 000000000..479d062f1 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/channel/int16/1.txt @@ -0,0 +1 @@ + 3.4726453 , 3.0497985 ,-4.234619 ,-1.0526706 , 1.7278554 ,-3.341614 , 4.54768 , 3.0954597 ,-3.735109 , 2.8810751 ,-2.5381427 ,-3.2360535 ,-1.5378917 , 2.3052745 ,-3.170938 ,-3.327242 , 2.0654576 ,-2.2294598 ,-1.881382 , 0.13216451,-4.2825613 , 0.26616526, 4.6196365 ,-0.88623226, 1.7103885 ,-1.5865034 ,-3.9114466 ,-3.2227128 , 4.909618 , 2.3318915 , 0.84300846, 0.760918 diff --git a/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/channel/int16/2.txt b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/channel/int16/2.txt new file mode 100644 index 000000000..ae28234bd --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/channel/int16/2.txt @@ -0,0 +1 @@ +-4.6097918,-4.21991 ,-3.9955974, 3.6492047, 2.9191775, 2.8082933, 1.6189331, 0.2730309,-1.5029653,-1.9471445, 4.8758197, 3.3177438, 3.1338058,-2.1281245,-1.7526287,-2.5518703,-1.7746793, 4.0455256,-0.5839861,-4.408046 ,-4.0034447, 1.5858272,-4.5896654, 4.7211285,-4.677515 ,-2.6027086,-4.7896166,-3.5512326,-1.9068764,-2.9705904,-4.854087 ,-4.892111 diff --git a/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/channel/int16/3.txt b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/channel/int16/3.txt new file mode 100644 index 000000000..fd40f84f4 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/channel/int16/3.txt @@ -0,0 +1 @@ + 2.1514777e-02, 2.6526773e+00,-3.0477784e+00, 1.3287724e+00,-4.1414630e-01,-1.7295350e-01, 7.6649576e-01,-1.8028022e+00,-7.0781744e-01,-2.5262204e-01,-3.0970418e+00,-1.3165286e+00,-4.6649928e+00, 2.0809033e+00,-1.5739973e+00,-4.0531826e-01,-2.1718202e+00, 2.0146034e+00, 2.5044403e+00,-1.1256610e+00, 1.3536702e+00, 1.0283234e-03,-1.8823910e+00, 4.7122188e+00, 9.4781297e-01, 3.2012525e+00,-5.5164534e-01,-2.6158772e+00,-1.8771547e+00,-3.1689723e+00, 4.9054880e+00,-3.4560370e+00 diff --git a/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/channel/int16/4.txt b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/channel/int16/4.txt new file mode 100644 index 000000000..e81c3b8e5 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/channel/int16/4.txt @@ -0,0 +1 @@ +-2.0927553 ,-2.107511 ,-1.6963564 , 1.7006218 , 1.4575784 , 0.06095728, 1.2659966 , 4.1905265 , 1.3035946 , 4.9793477 ,-4.3388166 ,-0.23496658, 1.9831208 , 2.6154642 ,-0.2790228 ,-3.1774354 ,-3.178935 ,-1.1564373 ,-0.8199472 ,-2.245698 ,-4.8605046 ,-3.569018 ,-1.4226891 ,-4.1067843 , 2.6078918 ,-3.5830674 , 1.9065963 , 2.435578 ,-3.3216476 , 4.5930347 , 2.9191844 , 1.7885648 diff --git a/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/layer/uint8/0.txt b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/layer/uint8/0.txt new file mode 100644 index 000000000..a8874bc5f --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/layer/uint8/0.txt @@ -0,0 +1 @@ + 3.9384239 ,-3.7377489 , 0.97284186, 3.8309984 , 2.4125865 , 1.7141674 , 3.9459977 ,-0.304659 ,-3.4623327 , 4.4569106 , 4.209985 ,-0.6677348 , 3.4578135 , 1.6779743 , 2.502791 ,-1.324285 , 1.3139176 , 3.4334664 ,-2.2695086 ,-4.001059 ,-0.91164917, 4.4447775 ,-3.0275404 ,-2.0852396 , 3.6677403 ,-2.9595146 , 2.0921555 , 1.7570637 , 3.717391 ,-0.3216191 ,-0.8410847 , 2.662336 diff --git a/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/layer/uint8/1.txt b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/layer/uint8/1.txt new file mode 100644 index 000000000..715e680be --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/layer/uint8/1.txt @@ -0,0 +1 @@ + 0.6663157 ,-0.04146723,-0.8193995 , 4.804576 ,-2.1357434 , 4.0829 ,-1.6380692 , 1.8043218 , 2.3431025 , 0.30111 , 1.2928191 ,-1.8559257 ,-0.68305963,-1.1502715 , 1.9492546 ,-2.7240746 , 2.9279857 ,-3.3329778 ,-4.8343406 ,-0.02708206, 1.1840513 , 3.6476028 , 4.75276 ,-4.9085226 ,-1.1922491 , 0.54225117, 3.17247 ,-2.7856457 ,-3.0866194 ,-2.2077718 , 1.6263398 , 3.7066603 diff --git a/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/layer/uint8/2.txt b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/layer/uint8/2.txt new file mode 100644 index 000000000..3ca893e61 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/layer/uint8/2.txt @@ -0,0 +1 @@ +-4.8507566 ,-1.267258 , 0.5099198 , 1.650726 , 3.4329638 ,-2.2652836 , 1.2157568 , 0.18305123, 3.6754217 ,-4.6185255 ,-1.0646905 ,-0.46092424, 2.046326 ,-2.8830478 , 4.156068 ,-2.0503244 , 0.0755459 ,-4.6472006 ,-0.50128895, 3.1129324 ,-4.4048553 , 0.47983927, 1.4510479 , 3.9226127 ,-4.767221 ,-2.795826 ,-4.816457 ,-3.6127663 ,-2.2712553 , 4.586938 , 1.1028811 , 1.5028698 diff --git a/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/layer/uint8/3.txt b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/layer/uint8/3.txt new file mode 100644 index 000000000..3fba8ecec --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/layer/uint8/3.txt @@ -0,0 +1 @@ + 4.9431224 ,-3.4878132 ,-2.4831018 , 2.2395666 ,-2.3317611 ,-1.6786547 ,-2.4702384 , 3.2167027 , 1.7300137 , 2.8848834 ,-4.6395254 , 0.5527259 ,-2.915835 ,-1.0066313 ,-0.278253 , 4.6136203 ,-3.4183645 ,-1.5189631 ,-4.599058 , 3.3198457 ,-3.9464161 ,-0.6357558 , 0.32550323, 3.2147424 , 4.921844 ,-0.30067012, 3.9456701 , 0.5943688 ,-4.7229166 ,-3.6803844 ,-3.3813965 , 3.283583 diff --git a/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/layer/uint8/4.txt b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/layer/uint8/4.txt new file mode 100644 index 000000000..16cc23b79 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_inputs/TransposeConv_001_config/layer/uint8/4.txt @@ -0,0 +1 @@ + 2.232644 , 4.465217 , 1.926956 ,-4.007337 ,-2.7392106 ,-2.4579394 , 2.913538 ,-1.7261469 , 3.8706868 , 0.06259949,-2.018361 , 1.2728635 ,-3.133289 ,-4.943454 ,-1.5415367 ,-4.8183494 , 4.348317 ,-2.4929109 ,-0.9018388 ,-4.776565 , 4.634248 , 3.0753953 , 2.3412373 ,-2.7086196 , 3.4485948 , 0.3561932 , 0.03650501,-2.8704169 , 1.0514414 , 3.3964615 , 1.2783849 , 4.974951 diff --git a/compiler/pota-quantization-value-test/test_parallel_record_minmax.sh b/compiler/pota-quantization-value-test/test_parallel_record_minmax.sh new file mode 100755 index 000000000..0af2c01da --- /dev/null +++ b/compiler/pota-quantization-value-test/test_parallel_record_minmax.sh @@ -0,0 +1,95 @@ +#!/bin/bash + +# This script tests the parallel behavior of record-minmax +# +# HOW TO USE +# +# ./test_parallel_record_minmax.sh <path/to/test.config> <path/to/work_dir> <TEST 1> <TEST 2> ... +# test.config : set ${RECORD_MINMAX_PATH} and ${CIRCLE2CIRCLE_PATH} +# work_dir : build directory of quantization-value-test (ex: build/compiler/quantization-value-test) + +SOURCE_PATH="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)" +COMPARE_SCRIPT_PATH="${SOURCE_PATH}/compare_tensors.py" +CONFIG_PATH="$1"; shift +BIN_PATH=$(dirname "${CONFIG_PATH}") +TEST_INPUT_PATH="${SOURCE_PATH}/test_inputs" +GEN_SCRIPT_PATH="${BIN_PATH}/gen_h5_explicit_inputs.py" +WORKDIR="$1"; shift + +source "${CONFIG_PATH}" + +echo "-- Found RECORD-MINMAX: ${RECORD_MINMAX_PATH}" +echo "-- Found CIRCLE_TENSORDUMP: ${CIRCLE_TENSORDUMP_PATH}" +echo "-- Found workdir: ${WORKDIR}" + +TESTED=() +PASSED=() +FAILED=() + +pushd "${WORKDIR}" +while [ "$1" != "" ]; do + MODELNAME=$1; shift + GRANULARITY=$1; shift + DTYPE=$1; shift + TESTCASE="${MODELNAME}.${GRANULARITY}.${DTYPE}" + + TESTED+=("${TESTCASE}") + + TESTCASE_FILE="${WORKDIR}/${TESTCASE}" + TEST_RESULT_FILE="${BIN_PATH}/${TESTCASE}" + + PASSED_TAG="${TEST_RESULT_FILE}.parallel_record_minmax.passed" + rm -f "${PASSED_TAG}" + + cat > "${TEST_RESULT_FILE}_parallel_record_minmax.log" <( + exec 2>&1 + set -ex + # Generate h5 input data + source "${VIRTUALENV}/bin/activate" + "${VIRTUALENV}/bin/python" "${GEN_SCRIPT_PATH}" \ + --model "${WORKDIR}/${MODELNAME}.circle" \ + --input "${TEST_INPUT_PATH}/${MODELNAME}/${GRANULARITY}/${DTYPE}" \ + --output "${TESTCASE_FILE}.input.h5" + if [[ $? -ne 0 ]]; then + echo "FAILED TO GENERATE INPUT" + continue + fi + # Run parallel record-minmax + "${RECORD_MINMAX_PATH}" \ + --input_model "${TEST_RESULT_FILE}.fake_quantized.circle" \ + --input_data "${TESTCASE_FILE}.input.h5" \ + --output_model "${TEST_RESULT_FILE}.parallel_minmax_recorded.circle" \ + --num_threads 4 + # Dump min/max values (circle-tensordump) + "${CIRCLE_TENSORDUMP_PATH}" \ + "${TEST_RESULT_FILE}.parallel_minmax_recorded.circle" \ + --tensors_to_hdf5 "${TEST_RESULT_FILE}.parallel_minmax_recorded.circle.h5" + # Compare result + "${VIRTUALENV}/bin/python" "${COMPARE_SCRIPT_PATH}" \ + --input_h5 "${TEST_RESULT_FILE}.parallel_minmax_recorded.circle.h5" \ + --expect_dir "${SOURCE_PATH}/expected_outputs/${MODELNAME}/${GRANULARITY}/${DTYPE}/record_minmax" \ + --mode record_minmax + if [[ $? -eq 0 ]]; then + touch "${PASSED_TAG}" + fi + ) + + if [[ -f "${PASSED_TAG}" ]]; then + PASSED+=("$TESTCASE") + else + FAILED+=("$TESTCASE") + fi +done +popd + +if [[ ${#TESTED[@]} -ne ${#PASSED[@]} ]]; then + echo "FAILED" + for TEST in "${FAILED[@]}" + do + echo "- ${TEST}" + done + exit 255 +fi + +echo "PASSED" +exit 0 diff --git a/compiler/pota-quantization-value-test/test_quantization_with_config.sh b/compiler/pota-quantization-value-test/test_quantization_with_config.sh new file mode 100755 index 000000000..1364dfb90 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_quantization_with_config.sh @@ -0,0 +1,109 @@ +#!/bin/bash + +# This script tests quantize_with_minmax option of circle-quantizer with config file +# +# HOW TO USE +# +# ./test_quantization_with_config.sh <path/to/test.config> <path/to/work_dir> <TEST 1> <TEST 2> ... +# test.config : set ${RECORD_MINMAX_PATH} and ${CIRCLE_QUANTIZER_PATH} +# work_dir : build directory of quantization-value-test (ex: build/compiler/quantization-value-test) + +SOURCE_PATH="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)" +COMPARE_SCRIPT_PATH="${SOURCE_PATH}/compare_tensors.py" +CONFIG_PATH="$1"; shift +BIN_PATH=$(dirname "${CONFIG_PATH}") +TEST_INPUT_PATH="${SOURCE_PATH}/test_inputs" +GEN_SCRIPT_PATH="${BIN_PATH}/gen_h5_explicit_inputs.py" +WORKDIR="$1"; shift + +source "${CONFIG_PATH}" + +echo "-- Found CIRCLE_QUANTIZER: ${CIRCLE_QUANTIZER_PATH}" +echo "-- Found CIRCLE_TENSORDUMP: ${CIRCLE_TENSORDUMP_PATH}" +echo "-- Found workdir: ${WORKDIR}" + +TESTED=() +PASSED=() +FAILED=() + +pushd "${WORKDIR}" +while [ "$1" != "" ]; do + MODELNAME=$1; shift + GRANULARITY=$1; shift + DTYPE=$1; shift + TESTCASE="${MODELNAME}.${GRANULARITY}.${DTYPE}" + + TESTED+=("${TESTCASE}") + + TESTCASE_FILE="${WORKDIR}/${TESTCASE}" + TEST_RESULT_FILE="${BIN_PATH}/${TESTCASE}" + + PASSED_TAG="${TEST_RESULT_FILE}.quantization.mixed.passed" + rm -f "${PASSED_TAG}" + + cat > "${TEST_RESULT_FILE}_quantization_with_config.log" <( + exec 2>&1 + set -ex + + # Generate h5 input data + source "${VIRTUALENV}/bin/activate" + "${VIRTUALENV}/bin/python" "${GEN_SCRIPT_PATH}" \ + --model "${WORKDIR}/${MODELNAME}.circle" \ + --input "${TEST_INPUT_PATH}/${MODELNAME}_config/${GRANULARITY}/${DTYPE}" \ + --output "${TESTCASE_FILE}.mixed.input.h5" + + if [[ $? -ne 0 ]]; then + echo "FAILED TO GENERATE INPUT" + continue + fi + + # Run record-minmax + # NOTE There is no '_with_config' test for record-minmax, because it does not + # use quantization config file. + "${RECORD_MINMAX_PATH}" \ + --input_model "${TEST_RESULT_FILE}.fake_quantized.mixed.circle" \ + --input_data "${TESTCASE_FILE}.mixed.input.h5" \ + --output_model "${TEST_RESULT_FILE}.minmax_recorded.mixed.circle" + + # Run circle-quantizer with --quantize_with_minmax + "${CIRCLE_QUANTIZER_PATH}" \ + --quantize_with_minmax float32 "${DTYPE}" "${GRANULARITY}" \ + --config "${SOURCE_PATH}/config_files/${MODELNAME}/${GRANULARITY}/${DTYPE}/qconf.json" \ + "${TEST_RESULT_FILE}.minmax_recorded.mixed.circle" \ + "${TEST_RESULT_FILE}.quantized.mixed.circle" + + # Dump scale, zp, weights values (circle-tensordump) + "${CIRCLE_TENSORDUMP_PATH}" \ + "${TEST_RESULT_FILE}.quantized.mixed.circle" \ + --tensors_to_hdf5 "${TEST_RESULT_FILE}.quantized.mixed.circle.h5" + + # Compare result + "${VIRTUALENV}/bin/python" "${COMPARE_SCRIPT_PATH}" \ + --input_h5 "${TEST_RESULT_FILE}.quantized.mixed.circle.h5" \ + --expect_dir "${SOURCE_PATH}/expected_outputs/${MODELNAME}_config/${GRANULARITY}/${DTYPE}/quantization" \ + --mode quantization + + if [[ $? -eq 0 ]]; then + touch "${PASSED_TAG}" + fi + ) + + if [[ -f "${PASSED_TAG}" ]]; then + PASSED+=("$TESTCASE") + else + FAILED+=("$TESTCASE") + fi +done +popd + +if [[ ${#TESTED[@]} -ne ${#PASSED[@]} ]]; then + echo "FAILED" + for TEST in "${FAILED[@]}" + do + echo "- ${TEST}" + done + exit 255 +fi + +echo "PASSED" +exit 0 diff --git a/compiler/pota-quantization-value-test/test_record_minmax.sh b/compiler/pota-quantization-value-test/test_record_minmax.sh index acb7574c0..fa8f506d4 100755 --- a/compiler/pota-quantization-value-test/test_record_minmax.sh +++ b/compiler/pota-quantization-value-test/test_record_minmax.sh @@ -9,11 +9,11 @@ # work_dir : build directory of quantization-value-test (ex: build/compiler/quantization-value-test) SOURCE_PATH="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)" -GEN_SCRIPT_PATH="${SOURCE_PATH}/gen_h5_explicit_inputs.py" COMPARE_SCRIPT_PATH="${SOURCE_PATH}/compare_tensors.py" CONFIG_PATH="$1"; shift BIN_PATH=$(dirname "${CONFIG_PATH}") TEST_INPUT_PATH="${SOURCE_PATH}/test_inputs" +GEN_SCRIPT_PATH="${BIN_PATH}/gen_h5_explicit_inputs.py" WORKDIR="$1"; shift source "${CONFIG_PATH}" @@ -48,7 +48,7 @@ while [ "$1" != "" ]; do # Generate h5 input data source "${VIRTUALENV}/bin/activate" "${VIRTUALENV}/bin/python" "${GEN_SCRIPT_PATH}" \ - --model "${WORKDIR}/${MODELNAME}.tflite" \ + --model "${WORKDIR}/${MODELNAME}.circle" \ --input "${TEST_INPUT_PATH}/${MODELNAME}/${GRANULARITY}/${DTYPE}" \ --output "${TESTCASE_FILE}.input.h5" diff --git a/compiler/pota-quantization-value-test/test_wo_quantization.sh b/compiler/pota-quantization-value-test/test_wo_quantization.sh new file mode 100755 index 000000000..18c85fe75 --- /dev/null +++ b/compiler/pota-quantization-value-test/test_wo_quantization.sh @@ -0,0 +1,87 @@ +#!/bin/bash + +# This script tests the basic behavior of weights-only quantization +# +# HOW TO USE +# +# ./test_quantization.sh <path/to/test.config> <path/to/work_dir> <TEST 1> <TEST 2> ... +# test.config : set ${CIRCLE_QUANTIZER_PATH} and ${CIRCLE_TENSORDUMP_PATH}" +# work_dir : build directory of quantization-value-test (ex: build/compiler/quantization-value-test) + +SOURCE_PATH="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)" +COMPARE_SCRIPT_PATH="${SOURCE_PATH}/compare_tensors.py" +CONFIG_PATH="$1"; shift +BIN_PATH=$(dirname "${CONFIG_PATH}") +TEST_INPUT_PATH="${SOURCE_PATH}/test_inputs" +WORKDIR="$1"; shift + +source "${CONFIG_PATH}" + +echo "-- Found CIRCLE_QUANTIZER: ${CIRCLE_QUANTIZER_PATH}" +echo "-- Found CIRCLE_TENSORDUMP: ${CIRCLE_TENSORDUMP_PATH}" +echo "-- Found workdir: ${WORKDIR}" + +TESTED=() +PASSED=() +FAILED=() + +pushd "${WORKDIR}" +while [ "$1" != "" ]; do + MODELNAME=$1; shift + GRANULARITY=$1; shift + DTYPE=$1; shift + TESTCASE="${MODELNAME}.${GRANULARITY}.${DTYPE}" + + TESTED+=("${TESTCASE}") + + TESTCASE_FILE="${WORKDIR}/${TESTCASE}" + TEST_RESULT_FILE="${BIN_PATH}/${TESTCASE}" + + PASSED_TAG="${TEST_RESULT_FILE}.wo_quantization.passed" + rm -f "${PASSED_TAG}" + + cat > "${TEST_RESULT_FILE}_wo_quantization.log" <( + exec 2>&1 + set -ex + + # Run circle-quantizer with --quantize_weights + "${CIRCLE_QUANTIZER_PATH}" \ + --quantize_weights float32 "${DTYPE}" "${GRANULARITY}" \ + "${WORKDIR}/${MODELNAME}.circle" \ + "${TEST_RESULT_FILE}.wo_quantized.circle" + + # Dump scale, zp, weights values (circle-tensordump) + "${CIRCLE_TENSORDUMP_PATH}" \ + "${TEST_RESULT_FILE}.wo_quantized.circle" \ + --tensors_to_hdf5 "${TEST_RESULT_FILE}.wo_quantized.circle.h5" + + # Compare result + "${VIRTUALENV}/bin/python" "${COMPARE_SCRIPT_PATH}" \ + --input_h5 "${TEST_RESULT_FILE}.wo_quantized.circle.h5" \ + --expect_dir "${SOURCE_PATH}/expected_outputs/${MODELNAME}/${GRANULARITY}/${DTYPE}/wo_quantization" \ + --mode weights_only_quantization + + if [[ $? -eq 0 ]]; then + touch "${PASSED_TAG}" + fi + ) + + if [[ -f "${PASSED_TAG}" ]]; then + PASSED+=("$TESTCASE") + else + FAILED+=("$TESTCASE") + fi +done +popd + +if [[ ${#TESTED[@]} -ne ${#PASSED[@]} ]]; then + echo "FAILED" + for TEST in "${FAILED[@]}" + do + echo "- ${TEST}" + done + exit 255 +fi + +echo "PASSED" +exit 0 |