| /external/tensorflow/tensorflow/lite/kernels/internal/reference/integer_ops/ |
| D | fully_connected.h | 32 const int32_t output_multiplier = params.output_multiplier; in FullyConnected() local
56 acc = MultiplyByQuantizedMultiplier(acc, output_multiplier, output_shift); in FullyConnected()
72 const int32_t output_multiplier = params.output_multiplier; in FullyConnected() local
97 MultiplyByQuantizedMultiplier(acc, output_multiplier, output_shift); in FullyConnected()
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| D | conv.h | 25 const ConvParams& params, const int32_t* output_multiplier, in ConvPerChannel() argument
115 acc, output_multiplier[out_channel], output_shift[out_channel]); in ConvPerChannel()
130 const ConvParams& params, const int32_t* output_multiplier, in ConvPerChannel() argument
207 acc, output_multiplier[out_channel], output_shift[out_channel]); in ConvPerChannel()
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| D | transpose_conv.h | 25 const ConvParams& params, const int32_t* output_multiplier, in TransposeConv() argument
110 acc, output_multiplier[out_channel], output_shift[out_channel]); in TransposeConv()
124 const ConvParams& params, const int32_t* output_multiplier, in TransposeConv() argument
207 acc, output_multiplier[out_channel], output_shift[out_channel]); in TransposeConv()
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| /external/tensorflow/tensorflow/lite/kernels/internal/ |
| D | depthwiseconv_per_channel_quantized_test.cc | 45 float* output_multiplier) { in PickOutputMultiplier() argument
108 *output_multiplier = 127.0f / std::abs(output_accu_max); in PickOutputMultiplier()
110 *output_multiplier = 128.0f / std::abs(output_accu_min); in PickOutputMultiplier()
123 float output_multiplier; in PickReasonableMultiplier() local
127 &output_multiplier); in PickReasonableMultiplier()
131 QuantizeMultiplier(output_multiplier, &base_multiplier, &base_shift); in PickReasonableMultiplier()
287 std::vector<std::int32_t> output_multiplier(output_depth); in TryTestOneDepthwiseConv3x3Filter() local
299 output_shape_inference, output_multiplier.data(), output_shift.data(), in TryTestOneDepthwiseConv3x3Filter()
312 params, output_multiplier.data(), output_shift.data(), in TryTestOneDepthwiseConv3x3Filter()
318 params, output_multiplier.data(), output_shift.data(), in TryTestOneDepthwiseConv3x3Filter()
[all …]
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| D | conv_per_channel_quantized_16x8_test.cc | 44 float* output_multiplier) { in PickOutputMultiplier() argument
108 *output_multiplier = 32767.0f / std::abs(output_accu_max); in PickOutputMultiplier()
110 *output_multiplier = 32768.0f / std::abs(output_accu_min); in PickOutputMultiplier()
123 float output_multiplier; in PickReasonableMultiplier() local
127 &output_multiplier); in PickReasonableMultiplier()
131 QuantizeMultiplier(output_multiplier, &base_multiplier, &base_shift); in PickReasonableMultiplier()
250 std::vector<std::int32_t> output_multiplier(output_depth); in TryTestOneConvFilter() local
262 output_shape_inference, output_multiplier.data(), output_shift.data(), in TryTestOneConvFilter()
269 params, output_multiplier.data(), output_shift.data(), in TryTestOneConvFilter()
300 int32 output_mul = output_multiplier.data()[c]; in TryTestOneConvFilter()
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| D | depthwiseconv_per_channel_quantized_16x8_test.cc | 44 float* output_multiplier) { in PickOutputMultiplier() argument
107 *output_multiplier = 32767.0f / std::abs(output_accu_max); in PickOutputMultiplier()
109 *output_multiplier = 32768.0f / std::abs(output_accu_min); in PickOutputMultiplier()
122 float output_multiplier; in PickReasonableMultiplier() local
126 &output_multiplier); in PickReasonableMultiplier()
130 QuantizeMultiplier(output_multiplier, &base_multiplier, &base_shift); in PickReasonableMultiplier()
244 std::vector<std::int32_t> output_multiplier(output_depth); in TryTestOneDepthwiseConv3x3Filter() local
256 output_shape_inference, output_multiplier.data(), output_shift.data(), in TryTestOneDepthwiseConv3x3Filter()
262 params, output_multiplier.data(), output_shift.data(), in TryTestOneDepthwiseConv3x3Filter()
290 int32 output_mul = output_multiplier.data()[c]; in TryTestOneDepthwiseConv3x3Filter()
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| D | depthwiseconv_quantized_test.cc | 621 std::int32_t output_multiplier, const std::int32_t* output_shift_adjust, in TestOneDepthwiseConvWithGivenOutputShift() argument
645 op_params.output_multiplier = output_multiplier; in TestOneDepthwiseConvWithGivenOutputShift()
649 std::vector<int32> output_multiplier_per_channel(depth, output_multiplier); in TestOneDepthwiseConvWithGivenOutputShift()
728 << " output_multiplier = " << op_params.output_multiplier in TestOneDepthwiseConvWithGivenOutputShift()
758 std::int32_t output_multiplier, const std::int32_t* output_shift_adjust, in TestOneDepthwiseConvBisectOutputShift() argument
772 output_multiplier, output_shift_adjust, output_multiplier_adjust, in TestOneDepthwiseConvBisectOutputShift()
799 pad_width, pad_height, depth_multiplier, output_offset, output_multiplier, in TestOneDepthwiseConvBisectOutputShift()
817 std::int32_t output_multiplier, const std::int32_t* output_shift_adjust, in TestOneDepthwiseConv() argument
824 pad_width, pad_height, depth_multiplier, output_offset, output_multiplier, in TestOneDepthwiseConv()
850 std::int32_t output_multiplier; in TryTestDepthwiseConv() local
[all …]
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| /external/tensorflow/tensorflow/lite/kernels/internal/reference/ |
| D | fully_connected.h | 71 const int32_t output_multiplier = params.output_multiplier; in FullyConnected() local
101 acc = MultiplyByQuantizedMultiplier(acc, output_multiplier, output_shift); in FullyConnected()
119 const int32_t output_multiplier = params.output_multiplier; in FullyConnected() local
154 MultiplyByQuantizedMultiplier(accum, output_multiplier, output_shift); in FullyConnected()
170 const int32_t output_multiplier = params.output_multiplier; in ShuffledFullyConnected() local
252 MultiplyByQuantizedMultiplier(acc, output_multiplier, output_shift); in ShuffledFullyConnected()
302 acc = MultiplyByQuantizedMultiplier(acc, output_multiplier, in ShuffledFullyConnected()
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| D | legacy_reference_ops.h | 118 int32 output_offset, int32 output_multiplier, in DepthwiseConv() argument
137 op_params.output_multiplier = output_multiplier; in DepthwiseConv()
152 int32 output_offset, int32 output_multiplier, in DepthwiseConv() argument
159 output_offset, output_multiplier, output_shift, in DepthwiseConv()
172 int32 output_multiplier, int output_shift, in DepthwiseConv() argument
182 output_offset, output_multiplier, output_shift, in DepthwiseConv()
194 int32 output_offset, int32 output_multiplier, in DepthwiseConv() argument
201 output_offset, output_multiplier, output_shift, in DepthwiseConv()
283 int32 output_offset, int32 output_multiplier, int output_shift, in Conv() argument
300 op_params.output_multiplier = output_multiplier; in Conv()
[all …]
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| D | depthwiseconv_uint8.h | 110 const int32_t output_multiplier = params.output_multiplier; in Run() local
160 acc = DepthwiseConvRound<output_rounding>(acc, output_multiplier, in Run()
195 const int32_t* output_multiplier = params.output_multiplier_per_channel; in RunPerChannel() local
263 acc, output_multiplier[output_channel], in RunPerChannel()
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| /external/tensorflow/tensorflow/lite/kernels/internal/optimized/integer_ops/ |
| D | mul.h | 98 p1 = vqrdmulhq_n_s32(p1, params.output_multiplier); in MulElementwise()
99 p2 = vqrdmulhq_n_s32(p2, params.output_multiplier); in MulElementwise()
100 p3 = vqrdmulhq_n_s32(p3, params.output_multiplier); in MulElementwise()
101 p4 = vqrdmulhq_n_s32(p4, params.output_multiplier); in MulElementwise()
131 params.output_multiplier, in MulElementwise()
191 p1 = vqrdmulhq_n_s32(p1, params.output_multiplier); in MulSimpleBroadcast()
192 p2 = vqrdmulhq_n_s32(p2, params.output_multiplier); in MulSimpleBroadcast()
193 p3 = vqrdmulhq_n_s32(p3, params.output_multiplier); in MulSimpleBroadcast()
194 p4 = vqrdmulhq_n_s32(p4, params.output_multiplier); in MulSimpleBroadcast()
223 params.output_multiplier, in MulSimpleBroadcast()
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| D | add.h | 117 s11 = vqrdmulhq_n_s32(s11, params.output_multiplier); in AddElementwise()
118 s12 = vqrdmulhq_n_s32(s12, params.output_multiplier); in AddElementwise()
119 s21 = vqrdmulhq_n_s32(s21, params.output_multiplier); in AddElementwise()
120 s22 = vqrdmulhq_n_s32(s22, params.output_multiplier); in AddElementwise()
157 raw_sum, params.output_multiplier, params.output_shift) + in AddElementwise()
224 s1 = vqrdmulhq_n_s32(s1, params.output_multiplier); in AddScalarBroadcast()
225 s2 = vqrdmulhq_n_s32(s2, params.output_multiplier); in AddScalarBroadcast()
257 raw_sum, params.output_multiplier, params.output_shift) + in AddScalarBroadcast()
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| D | fully_connected.h | 41 const int32 output_multiplier = params.output_multiplier; in FullyConnected() local
83 gemm_params.multiplier_fixedpoint = output_multiplier; in FullyConnected()
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| /external/tensorflow/tensorflow/lite/kernels/ |
| D | quantize.cc | 42 int32_t output_multiplier; member
135 QuantizeMultiplier(effective_output_scale, &data->output_multiplier, in Prepare()
196 data->output_multiplier, data->output_shift, in Eval()
204 data->output_multiplier, data->output_shift, in Eval()
215 data->output_multiplier, data->output_shift, in Eval()
231 Requantize<kernel_type>(input_data, size, data->output_multiplier, in Eval()
237 Requantize<kernel_type>(input_data, size, data->output_multiplier, in Eval()
253 Requantize<kernel_type>(input_data, size, data->output_multiplier, in Eval()
259 Requantize<kernel_type>(input_data, size, data->output_multiplier, in Eval()
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| D | div.cc | 56 int32_t output_multiplier; member
106 QuantizeMultiplier(real_multiplier, &data->output_multiplier, in Prepare()
173 op_params.output_multiplier = data->output_multiplier; in EvalQuantized()
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| /external/tensorflow/tensorflow/lite/kernels/internal/optimized/ |
| D | depthwiseconv_uint8_transitional.h | 2578 const int32 output_multiplier = params.output_multiplier;
2592 DepthwiseConvOutputRounding::kUpward>(acc, output_multiplier,
2742 const int32 output_multiplier = function_params.output_multiplier;
2756 DepthwiseConvOutputRounding::kUpward>(acc, output_multiplier,
2883 const int32 output_multiplier = function_params->output_multiplier;
2983 acc, output_multiplier, output_shift);
3090 const int32 output_multiplier = function_params->output_multiplier;
3174 acc, output_multiplier, output_shift);
3200 acc, output_multiplier, output_shift);
3284 const int32 output_multiplier = function_params->output_multiplier;
[all …]
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| D | legacy_optimized_ops.h | 287 int32 output_offset, int32 output_multiplier, in DepthwiseConv() argument
306 op_params.output_multiplier = output_multiplier; in DepthwiseConv()
326 int32 output_offset, int32 output_multiplier, in DepthwiseConv() argument
333 output_offset, output_multiplier, output_shift, in DepthwiseConv()
346 int32 output_multiplier, int output_shift, in DepthwiseConv() argument
356 output_offset, output_multiplier, output_shift, in DepthwiseConv()
368 int32 output_offset, int32 output_multiplier, in DepthwiseConv() argument
375 output_offset, output_multiplier, output_shift, in DepthwiseConv()
492 const DepthwiseParams& params, const int32* output_multiplier, in LegacyPerChannelDepthwiseConvWorkerTask()
499 output_multiplier_(output_multiplier), in LegacyPerChannelDepthwiseConvWorkerTask()
[all …]
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| /external/tensorflow/tensorflow/lite/micro/kernels/ |
| D | fully_connected_common.cc | 40 op_params.output_multiplier = op_data.output_multiplier; in FullyConnectedParamsQuantized()
64 QuantizeMultiplier(real_multiplier, &data->output_multiplier, in CalculateOpDataFullyConnected()
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| D | dequantize.cc | 36 int32_t output_multiplier; member
69 QuantizeMultiplier(effective_output_scale, &data->output_multiplier, in Prepare()
122 data->output_multiplier, data->output_shift, in Eval()
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| D | div.cc | 56 int32_t output_multiplier; member
106 QuantizeMultiplier(real_multiplier, &data->output_multiplier, in Prepare()
173 op_params.output_multiplier = data->output_multiplier; in EvalQuantized()
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| D | mul.cc | 44 int32_t output_multiplier; member
73 QuantizeMultiplier(real_multiplier, &data->output_multiplier, in CalculateOpData()
100 op_params.output_multiplier = data->output_multiplier; in EvalQuantized()
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| /external/tensorflow/tensorflow/lite/micro/kernels/xtensa/ |
| D | fully_connected.cc | 43 const int32_t output_multiplier = params.output_multiplier; in FullyConnected() local
104 sum_56 = MultiplyByQuantizedMultiplier(sum_24x2, output_multiplier, in FullyConnected()
129 QuantizeMultiplierForInt24(real_multiplier, &data->output_multiplier, in CalculateOpData()
132 QuantizeMultiplier(real_multiplier, &data->output_multiplier, in CalculateOpData()
223 output_depth, op_params.input_offset, op_params.output_multiplier, in EvalQuantizedInt8()
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| /external/tensorflow/tensorflow/lite/micro/kernels/cmsis_nn/ |
| D | mul.cc | 40 int32_t output_multiplier; member
68 QuantizeMultiplier(real_multiplier, &data->output_multiplier, in CalculateOpData()
113 op_params.output_multiplier = data.output_multiplier; in EvalQuantized()
136 op_params.output_offset, op_params.output_multiplier, in EvalQuantized()
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| D | add.cc | 51 int32_t output_multiplier; member
89 real_output_multiplier, &data->output_multiplier, &data->output_shift); in CalculateOpData()
137 op_params.output_multiplier = data->output_multiplier; in EvalAddQuantized()
162 op_params.output_offset, op_params.output_multiplier, in EvalAddQuantized()
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| /external/tensorflow/tensorflow/lite/micro/kernels/vexriscv/ |
| D | depthwise_conv.cc | 36 const DepthwiseParams& params, const int32_t* output_multiplier, in DepthwiseConvPerChannel() argument
144 value, output_multiplier[output_channel], in DepthwiseConvPerChannel()
178 const int32_t output_multiplier = params.output_multiplier; in DepthwiseConv() local
251 value = MultiplyByQuantizedMultiplier(value, output_multiplier, in DepthwiseConv()
290 int32_t output_multiplier; member
329 &data->output_multiplier, &data->output_shift, in CalculateOpData()
461 op_params.output_multiplier = data.output_multiplier; in EvalQuantized()
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