| /ohos5.0/docs/zh-cn/device-dev/reference/hdi-apis/nnrt/ |
| H A D | _quant_param_v10.md | 13 $ \text{q}(x_i) = clamp(round(\frac{r}{scale}+zeroPoint), min , max) $
16 $ \text{r}= (q-zeroPoint)\*scale $
21 - 量化参数zeroPoint由如下公式计算：
22 $ zeroPoint = round(q_{min}-\frac{r_{min}}{scale}) $
29 特殊情况：当$ r_{min} $和$ r_{max} $同时为0时，scale 和 zeroPoint均为0。
44 | int [zeroPoint](#zeropoint) | 零值 |
75 ### zeroPoint subsection
78 int QuantParam::zeroPoint
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| H A D | _quant_param_v20.md | 13 $ \text{q}(x_i) = clamp(round(\frac{r}{scale}+zeroPoint), min , max) $
16 $ \text{r}= (q-zeroPoint)\*scale $
21 - 量化参数zeroPoint由如下公式计算：
22 $ zeroPoint = round(q_{min}-\frac{r_{min}}{scale}) $
29 特殊情况：当 \( r_{min} \)和 \( r_{max} \)同时为0时，scale 和 zeroPoint均为0。
44 | int [zeroPoint](#zeropoint) | 零值 |
75 ### zeroPoint subsection
78 int QuantParam::zeroPoint
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| /ohos5.0/docs/zh-cn/application-dev/reference/apis-neural-network-runtime-kit/ |
| H A D | _o_h___n_n___quant_param.md | 12 其中s和z是量化参数，在OH_NN_QuanParam中通过scale和zeroPoint保存，r是浮点数，q是量化后的结果，q_min是量化后下界，q_max是量化后的上界，计算方式如下：
38 | uint32_t [quantCount](#quantcount) | 指定numBits、scale和zeroPoint数组的长度。在per-layer量化的场景下，quantCount通常…
41 | const int32_t \* [zeroPoint](#zeropoint) | 指向量化公式中zero point数据的指针 |
66 指定numBits、scale和zeroPoint数组的长度。在per-layer量化的场景下，quantCount通常指定为1，即一个张量所有通道 共享一套量化参数；在per-channel量化场…
80 ### zeroPoint subsection
83 const int32_t* OH_NN_QuantParam::zeroPoint
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| /ohos5.0/docs/en/application-dev/reference/apis-neural-network-runtime-kit/ |
| H A D | _o_h___n_n___quant_param.md | 12 where, **s** and **z** are quantization parameters, which are stored by **scale** and **zeroPoint**…
38 | uint32_t [quantCount](#quantcount) | Length of the numBits, scale, and zeroPoint arrays. In the p…
41 | const int32_t \* [zeroPoint](#zeropoint) | Pointer to the zero point data in the quantization for…
66 Length of the numBits, scale, and zeroPoint arrays. In the per-layer quantization scenario, **quant…
80 ### zeroPoint subsection
83 const int32_t* OH_NN_QuantParam::zeroPoint
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| /ohos5.0/foundation/ai/neural_network_runtime/test/unittest/components/v1_0/inner_model/ |
| H A D | nn_tensor_test.cpp | 115 const int32_t zeroPoint = 0; variable
117 const OH_NN_QuantParam quantParam = {1, &numBits, &scale, &zeroPoint};
134 const int32_t zeroPoint = 0; variable
136 const OH_NN_QuantParam quantParam = {1, &numBits, &scale, &zeroPoint};
152 const int32_t zeroPoint = 0; variable
154 const OH_NN_QuantParam quantParam = {1, &numBits, nullptr, &zeroPoint};
447 const int32_t zeroPoint = 0; variable
449 const OH_NN_QuantParam quantParam = {1, &numBits, &scale, &zeroPoint};
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| /ohos5.0/foundation/ai/neural_network_runtime/test/unittest/components/v2_0/inner_model/ |
| H A D | nn_tensor_test.cpp | 115 const int32_t zeroPoint = 0; variable
117 const OH_NN_QuantParam quantParam = {1, &numBits, &scale, &zeroPoint};
134 const int32_t zeroPoint = 0; variable
136 const OH_NN_QuantParam quantParam = {1, &numBits, &scale, &zeroPoint};
152 const int32_t zeroPoint = 0; variable
154 const OH_NN_QuantParam quantParam = {1, &numBits, nullptr, &zeroPoint};
447 const int32_t zeroPoint = 0; variable
449 const OH_NN_QuantParam quantParam = {1, &numBits, &scale, &zeroPoint};
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| /ohos5.0/foundation/ai/neural_network_runtime/frameworks/native/neural_network_runtime/ |
| H A D | nn_tensor.cpp | 291 …ram->numBits == nullptr) || (quantParam->scale == nullptr) || (quantParam->zeroPoint == nullptr)) { in ParseQuantParams()
299 int32_t zeroPoint{0}; in ParseQuantParams() local
303 zeroPoint = quantParam->zeroPoint[i]; in ParseQuantParams()
304 tmpQuantParam.emplace_back((QuantParam){numBits, scale, zeroPoint}); in ParseQuantParams()
434 msQuantParam = {param.zeroPoint, param.scale, param.numBits}; in ConvertToLiteGraphTensor()
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| H A D | quant_param.cpp | 65 .zeroPoint = m_zeroPoints[i], in CopyToCompat()
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| H A D | transform.cpp | 166 return (QuantParam){quantParam.numBits, quantParam.scale, quantParam.zeroPoint}; in TransformQuantParams()
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| /ohos5.0/foundation/ai/neural_network_runtime/test/system_test/common/ |
| H A D | nnrt_test.cpp | 37 quantParam->zeroPoint = cppQuantParam.zeroPoint.data(); in TransformQuantParam()
63 || (cppQuantParam.scale.size() != cppQuantParam.zeroPoint.size())) { in AddTensors()
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| H A D | nnrt_test.h | 32 std::vector<int32_t> zeroPoint; member
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| /ohos5.0/foundation/ai/neural_network_runtime/example/deep_learning_framework/tflite/delegates/nnrt_delegate/ |
| H A D | nnrt_op_builder.h | 158 int32_t zeroPoint = 0; in AddVectorTensor() local
163 .zeroPoint = &zeroPoint in AddVectorTensor()
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| H A D | tensor_mapping.h | 113 quantParam.zeroPoint = params->zero_point->data; in ConvertQuantParams()
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| /ohos5.0/foundation/ai/neural_network_runtime/frameworks/native/neural_network_core/ |
| H A D | cpp_type.h | 72 int32_t zeroPoint; member
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| /ohos5.0/foundation/ai/neural_network_runtime/example/drivers/nnrt/v1_0/hdi_cpu_service/src/ |
| H A D | nnrt_device_service.cpp | 344 quantParam->zeroPoint = param.zeroPoint; in TransTensor()
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| /ohos5.0/drivers/interface/nnrt/v1_0/ |
| H A D | NnrtTypes.idl | 68 int zeroPoint;
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| /ohos5.0/foundation/ability/idl_tool/test/hdi_unittest/nnrt_v1_0/foo/nnrt/v1_0/ |
| H A D | NnrtTypes.idl | 68 int zeroPoint;
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| /ohos5.0/drivers/interface/nnrt/v2_1/ |
| H A D | NnrtTypes.idl | 181 \text{q}(x_i) = clamp(round(\frac{r}{scale}+zeroPoint), min , max)
185 \text{r}= (q-zeroPoint)*scale
191 * <b>zeroPoint</b> is calculated by using the following formula:
193 zeroPoint = round(q_{min}-\frac{r_{min}}{scale})
202 …* When \f$ r_{min} \f$ and \f$ r_{max} \f$ are <b>0</b>, <b>scale</b> and <b>zeroPoint</b> must be…
211 int zeroPoint;
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| /ohos5.0/drivers/interface/nnrt/v2_0/ |
| H A D | NnrtTypes.idl | 69 int zeroPoint;
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| /ohos5.0/foundation/ability/idl_tool/test/hdi_unittest/nnrt_v2_0/foo/nnrt/v2_0/ |
| H A D | NnrtTypes.idl | 69 int zeroPoint;
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| /ohos5.0/foundation/ai/neural_network_runtime/example/drivers/nnrt/v2_0/hdi_cpu_service/src/ |
| H A D | nnrt_device_service.cpp | 385 quantParam->zeroPoint = param.zeroPoint; in TransTensor()
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| /ohos5.0/foundation/ai/neural_network_runtime/interfaces/kits/c/neural_network_runtime/ |
| H A D | neural_network_runtime_type.h | 3558 const int32_t *zeroPoint; member
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| /ohos5.0/foundation/ability/idl_tool/test/hdi_unittest/nnrt_v1_0/cpp_target/nnrt/v1_0/ |
| H A D | nnrt_types.h.txt | 106 int32_t zeroPoint;
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| /ohos5.0/foundation/ability/idl_tool/test/hdi_unittest/nnrt_v2_0/cpp_target/nnrt/v2_0/ |
| H A D | nnrt_types.h.txt | 108 int32_t zeroPoint;
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| /ohos5.0/foundation/ability/idl_tool/test/hdi_unittest/nnrt_v1_0/dump_ast_target/ |
| H A D | dump.txt | 424 int zeroPoint;
|