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BatchNorm forward instance/external api/profiler/tests/client example (#511)

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* Update to device_batchnorm_forward base class to include all template parameters for problem description

* Add batchnorm forward instances and external api

* Add batchnorm forward profiler module which uses the external api

* Add some comments in batchnorm_forward example to explain the dimensions in lengths[]

* Replace the reference_batchnorm_forward_nhwc_c by generic reference_batchnorm_forward

* Improvement to the batchnorm infer base API

* Add batchnorm forward client example which shows using the batchnorm forward external API

* Add test for batchnorm forward

* Tuning the batchnorm profiler initialized values and error threshold

* Add support for bhalf_t in instances/external api/tests

* Add support for int8_t in instances/external api/tests

* Add support for double in instances/external api/tests

* Let ScaleDataType and BiasDataType be same as XDataType and YDataType when creating instances

* Checking before running best instance in batchnorm_fwd_nhwc client example

* Add checking for YElementwiseOp in batchnorm_forward external API

* Add more types in batchnorm forward profiler

* Add more test lengths

Co-authored-by: rocking5566 <ChunYu.Lai@amd.com>

[ROCm/composable_kernel commit: 4e6a5575be]
This commit is contained in:
Qianfeng
2022-11-25 08:02:27 +08:00
committed by GitHub
parent 2426e0f32b
commit 52d082bade
26 changed files with 2685 additions and 522 deletions
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test/CMakeLists.txt
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@@ -53,3 +53,4 @@ add_subdirectory(softmax)
add_subdirectory(normalization)
add_subdirectory(data_type)
add_subdirectory(elementwise_normalization)
add_subdirectory(batchnorm_fwd)