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tensorflow::ops::QuantizeAndDequantizeV4Grad
#include <array_ops.h>
Returns the gradient of QuantizeAndDequantizeV4.
Summary
Returns a gradient of 1 for inputs that are within the quantization range, or 0 otherwise.
Args:
Returns:
Public static functions
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Axis(int64 x)
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Public attributes
Public functions
Public static functions
Axis
Attrs Axis(
int64 x
)
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Last updated 2023-10-06 UTC.
[null,null,["Last updated 2023-10-06 UTC."],[],[],null,["# tensorflow::ops::QuantizeAndDequantizeV4Grad Class Reference\n\ntensorflow::ops::QuantizeAndDequantizeV4Grad\n============================================\n\n`#include \u003carray_ops.h\u003e`\n\nReturns the gradient of [QuantizeAndDequantizeV4](/versions/r2.14/api_docs/cc/class/tensorflow/ops/quantize-and-dequantize-v4#classtensorflow_1_1ops_1_1_quantize_and_dequantize_v4).\n\nSummary\n-------\n\nReturns a gradient of 1 for inputs that are within the quantization range, or 0 otherwise.\n\nArgs:\n\n- scope: A [Scope](/versions/r2.14/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object\n\n\u003cbr /\u003e\n\nReturns:\n\n- [Output](/versions/r2.14/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output) input_backprop\n- [Output](/versions/r2.14/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output) input_min_backprop\n- [Output](/versions/r2.14/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output) input_max_backprop\n\n\u003cbr /\u003e\n\n| ### Constructors and Destructors ||\n|---|---|\n| [QuantizeAndDequantizeV4Grad](#classtensorflow_1_1ops_1_1_quantize_and_dequantize_v4_grad_1a26d0948b45723231583b908e0c9a2a69)`(const ::`[tensorflow::Scope](/versions/r2.14/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, ::`[tensorflow::Input](/versions/r2.14/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` gradients, ::`[tensorflow::Input](/versions/r2.14/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` input, ::`[tensorflow::Input](/versions/r2.14/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` input_min, ::`[tensorflow::Input](/versions/r2.14/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` input_max)` ||\n| [QuantizeAndDequantizeV4Grad](#classtensorflow_1_1ops_1_1_quantize_and_dequantize_v4_grad_1af363a4e4e568742aec3d5dec7fed5f27)`(const ::`[tensorflow::Scope](/versions/r2.14/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, ::`[tensorflow::Input](/versions/r2.14/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` gradients, ::`[tensorflow::Input](/versions/r2.14/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` input, ::`[tensorflow::Input](/versions/r2.14/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` input_min, ::`[tensorflow::Input](/versions/r2.14/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input)` input_max, const `[QuantizeAndDequantizeV4Grad::Attrs](/versions/r2.14/api_docs/cc/struct/tensorflow/ops/quantize-and-dequantize-v4-grad/attrs#structtensorflow_1_1ops_1_1_quantize_and_dequantize_v4_grad_1_1_attrs)` & attrs)` ||\n\n| ### Public attributes ||\n|----------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------|\n| [input_backprop](#classtensorflow_1_1ops_1_1_quantize_and_dequantize_v4_grad_1a9aa34bae5ae453ca0eaac140656047b8) | `::`[tensorflow::Output](/versions/r2.14/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output) |\n| [input_max_backprop](#classtensorflow_1_1ops_1_1_quantize_and_dequantize_v4_grad_1a53d0c27e8250e5c926386053a3cdc617) | `::`[tensorflow::Output](/versions/r2.14/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output) |\n| [input_min_backprop](#classtensorflow_1_1ops_1_1_quantize_and_dequantize_v4_grad_1a51aa85a675987f4e141b4289d070db87) | `::`[tensorflow::Output](/versions/r2.14/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output) |\n| [operation](#classtensorflow_1_1ops_1_1_quantize_and_dequantize_v4_grad_1ab6e9baab3384dedc9b41d13f0469e5d5) | [Operation](/versions/r2.14/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation) |\n\n| ### Public static functions ||\n|-------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [Axis](#classtensorflow_1_1ops_1_1_quantize_and_dequantize_v4_grad_1a8af4c4b69e85336f269ff298ba777487)`(int64 x)` | [Attrs](/versions/r2.14/api_docs/cc/struct/tensorflow/ops/quantize-and-dequantize-v4-grad/attrs#structtensorflow_1_1ops_1_1_quantize_and_dequantize_v4_grad_1_1_attrs) |\n\n| ### Structs ||\n|------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [tensorflow::ops::QuantizeAndDequantizeV4Grad::Attrs](/versions/r2.14/api_docs/cc/struct/tensorflow/ops/quantize-and-dequantize-v4-grad/attrs) | Optional attribute setters for [QuantizeAndDequantizeV4Grad](/versions/r2.14/api_docs/cc/class/tensorflow/ops/quantize-and-dequantize-v4-grad#classtensorflow_1_1ops_1_1_quantize_and_dequantize_v4_grad). |\n\nPublic attributes\n-----------------\n\n### input_backprop\n\n```scdoc\n::tensorflow::Output input_backprop\n``` \n\n### input_max_backprop\n\n```scdoc\n::tensorflow::Output input_max_backprop\n``` \n\n### input_min_backprop\n\n```scdoc\n::tensorflow::Output input_min_backprop\n``` \n\n### operation\n\n```text\nOperation operation\n``` \n\nPublic functions\n----------------\n\n### QuantizeAndDequantizeV4Grad\n\n```gdscript\n QuantizeAndDequantizeV4Grad(\n const ::tensorflow::Scope & scope,\n ::tensorflow::Input gradients,\n ::tensorflow::Input input,\n ::tensorflow::Input input_min,\n ::tensorflow::Input input_max\n)\n``` \n\n### QuantizeAndDequantizeV4Grad\n\n```gdscript\n QuantizeAndDequantizeV4Grad(\n const ::tensorflow::Scope & scope,\n ::tensorflow::Input gradients,\n ::tensorflow::Input input,\n ::tensorflow::Input input_min,\n ::tensorflow::Input input_max,\n const QuantizeAndDequantizeV4Grad::Attrs & attrs\n)\n``` \n\nPublic static functions\n-----------------------\n\n### Axis\n\n```text\nAttrs Axis(\n int64 x\n)\n```"]]
