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Searched refs:input_scale (Results 1 – 23 of 23) sorted by relevance

/AliOS-Things-master/components/ai_agent/src/engine/tflite-micro/tensorflow/lite/kernels/internal/optimized/integer_ops/
A Ddepthwise_conv_hybrid_3x3_filter.h129 static inline void Run(const float* input_scale,
1028 [input_scale] "r"(input_scale),
2034 [input_scale] "r"(input_scale),
2171 [params_ptr] "r"(params_ptr), [input_scale] "r"(input_scale)
2340 [input_scale] "r"(input_scale),
2545 [input_scale] "r"(input_scale), [params_ptr] "r"(params_ptr)
2752 [input_scale] "r"(input_scale),
2800 kStrideHeight>::Run(input_scale,
2877 ConvKernel::Run(input_scale,
2902 ConvKernel::Run(input_scale, input_ptr,
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A Dmean.h181 float input_scale, const RuntimeShape& unextended_output_shape, in Mean() argument
207 float temp = input_zero_point * input_scale / output_scale; in Mean()
210 float real_scale = input_scale / (num_elements_in_axis * output_scale); in Mean()
A Ddepthwise_conv_hybrid.h171 float input_scale = input_scales[b]; in DepthwiseConvHybridGeneral() local
215 const float32x4_t input_scale_32x4 = vdupq_n_f32(input_scale); in DepthwiseConvHybridGeneral()
241 float float_acc = acc * input_scale * per_channel_scales[c]; in DepthwiseConvHybridGeneral()
/AliOS-Things-master/components/ai_agent/src/engine/tflite-micro/tensorflow/lite/micro/examples/hello_world/
A Dhello_world_test.cc75 float input_scale = input->params.scale; in TF_LITE_MICRO_TEST() local
79 int8_t x_quantized = x / input_scale + input_zero_point; in TF_LITE_MICRO_TEST()
111 input->data.int8[0] = x / input_scale + input_zero_point; in TF_LITE_MICRO_TEST()
118 input->data.int8[0] = x / input_scale + input_zero_point; in TF_LITE_MICRO_TEST()
125 input->data.int8[0] = x / input_scale + input_zero_point; in TF_LITE_MICRO_TEST()
/AliOS-Things-master/components/py_engine/modules/minicv/base/modules/ml/src/
A DHaasMLOlda.cpp17 : input_scale(0),
71 input_scale = model_scale->head.input_scale;
80 …uai_quant_normalize_uint8(norm_img_data, DEC_IMG_WIDTH * DEC_IMG_HEIGHT, input_scale, input_sh…
/AliOS-Things-master/components/ai_agent/src/engine/tflite-micro/tensorflow/lite/kernels/internal/reference/
A Dconcatenation.h81 const float* input_scale = params.input_scale; in ConcatenationWithScaling() local
118 input_scale[i] == output_scale) { in ConcatenationWithScaling()
121 const float scale = input_scale[i] * inverse_output_scale; in ConcatenationWithScaling()
A Dlogistic.h94 float input_scale, int input_zero_point, in Logistic() argument
113 static_cast<float>((input_data[i] - input_zero_point) * input_scale); in Logistic()
A Dreduce.h263 float input_scale, const RuntimeShape& unextended_output_shape, in Mean() argument
293 float temp = input_zero_point * input_scale / output_scale; in Mean()
297 static_cast<double>(input_scale / (num_elements_in_axis * output_scale)); in Mean()
324 float input_scale, const int* input_dims, in QuantizedMeanOrSum() argument
381 const float scale = input_scale / output_scale; in QuantizedMeanOrSum()
A Dreference_ops.h387 const float* input_scale = params.input_scale; in PackWithScaling() local
407 input_scale[i] == output_scale) { in PackWithScaling()
412 const float scale = input_scale[i] * inverse_output_scale; in PackWithScaling()
A Dlegacy_reference_ops.h671 const float* input_scale, int inputs_count, in Concatenation() argument
684 op_params.input_scale = input_scale; in Concatenation()
1172 const float* input_scale, int inputs_count, Scalar* output_data, in Pack() argument
1184 op_params.input_scale = input_scale; in Pack()
/AliOS-Things-master/components/ai_agent/src/engine/tflite-micro/tensorflow/lite/micro/kernels/
A Dreduce.cc42 float input_scale; member
89 op_data->input_scale = input->params.scale; in PrepareMax()
117 op_data->input_scale = input->params.scale; in PrepareMeanOrSum()
190 op_data->input_scale == op_data->output_scale) { in EvalMean()
208 op_data->input_scale, input->dims->data, input->dims->size, in EvalMean()
221 op_data->input_zp, op_data->input_scale, in EvalMean()
226 op_data->input_scale == op_data->output_scale) { in EvalMean()
245 op_data->input_scale, input->dims->data, input->dims->size, in EvalMean()
292 TF_LITE_ENSURE_EQ(context, static_cast<double>(op_data->input_scale), in EvalMax()
A Dconv_test.h72 uint8_t* input_quantized, float input_scale, const int* filter_dims_data,
82 int8_t* input_quantized, float input_scale, int input_zero_point,
A Dhard_swish.cc58 const float input_scale = input->params.scale; in HardSwishPrepare() local
59 const float hires_input_scale = (1.0f / 128.0f) * input_scale; in HardSwishPrepare()
A Dconcatenation.cc213 data->params.input_scale = input_scales; in Prepare()
/AliOS-Things-master/components/ai_agent/src/engine/tflite-micro/tensorflow/lite/kernels/internal/
A Dquantization_util.cc269 void PreprocessSoftmaxScaling(double beta, double input_scale, in PreprocessSoftmaxScaling() argument
282 const double input_beta = IntegerDoubleMultiply(beta, input_scale); in PreprocessSoftmaxScaling()
293 beta * input_scale * (1 << (31 - input_integer_bits)), (1ll << 31) - 1.0); in PreprocessSoftmaxScaling()
300 void PreprocessLogSoftmaxScalingExp(double beta, double input_scale, in PreprocessLogSoftmaxScalingExp() argument
306 PreprocessSoftmaxScaling(beta, input_scale, input_integer_bits, in PreprocessLogSoftmaxScalingExp()
A Dquantization_util.h240 void PreprocessSoftmaxScaling(double beta, double input_scale,
244 void PreprocessLogSoftmaxScalingExp(double beta, double input_scale,
A Dtypes.h833 const float* input_scale; member
1014 const float* input_scale; member
/AliOS-Things-master/components/py_engine/modules/minicv/base/modules/ml/include/
A DHaasMLOlda.h18 uint32_t input_scale; variable
/AliOS-Things-master/components/ai_agent/src/engine/tflite-micro/tensorflow/lite/micro/
A Dtest_helpers.h203 TfLiteIntArray* dims, float input_scale,
211 float input_scale, float* weight_scales, float* scales, int* zero_points,
A Dtest_helpers.cc1003 TfLiteIntArray* dims, float input_scale, in CreateQuantizedBiasTensor() argument
1005 float bias_scale = input_scale * weights_scale; in CreateQuantizedBiasTensor()
1020 float input_scale, float* weight_scales, float* scales, int* zero_points, in CreatePerChannelQuantizedBiasTensor() argument
1030 scales_array[i] = input_scale * weight_scales[i]; in CreatePerChannelQuantizedBiasTensor()
/AliOS-Things-master/components/ai_agent/src/engine/tflite-micro/tensorflow/lite/kernels/
A Dkernel_util.cc244 const float input_scale = input->params.scale; in PopulateConvolutionQuantizationParams() local
252 const double effective_output_scale = static_cast<double>(input_scale) * in PopulateConvolutionQuantizationParams()
/AliOS-Things-master/solutions/tflite_micro_speech_demo/micro_speech/train/
A Dtrain_micro_speech_model.ipynb465 " input_scale, input_zero_point = input_details[\"quantization\"]\n",
466 " test_data = test_data / input_scale + input_zero_point\n",
/AliOS-Things-master/components/ai_agent/src/engine/tflite-micro/tensorflow/lite/kernels/internal/optimized/
A Doptimized_ops.h1155 float temp = input_zero_point * input_scale / output_scale; in Mean()
1158 float real_scale = input_scale / (num_elements_in_axis * output_scale); in Mean()
1522 const float input_scale = scaling_factors_ptr[b]; in HybridConvPerChannel() local
1527 .cwiseProduct((per_channel_scale_vec * input_scale))) + in HybridConvPerChannel()
3755 inline void PopulateSoftmaxLookupTable(SoftmaxParams* data, float input_scale, in PopulateSoftmaxLookupTable() argument
3757 const float scale = -input_scale * beta; in PopulateSoftmaxLookupTable()
3840 float input_scale, float beta) { in PopulateSoftmaxUInt8LookupTable() argument
3841 const float scale = input_scale * beta; in PopulateSoftmaxUInt8LookupTable()
4116 inline void LogSoftmax(const SoftmaxParams& params, float input_scale, in LogSoftmax() argument
4148 const float scale = input_scale / params.scale; in LogSoftmax()
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