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Caffe with cuDNN8 The original version caffe can only work with cuDNN7.x, but since CUDA11.x, only cudnn8 is supported, so I made some changes in code to make caffe able to work with CUDA11.x + cuDNN8.x. I have made code changes in fo cudnn8:
INT8: CUDNN_DATA_INT8: FP8: CUDNN_DATA_FP8_E4M3 or CUDNN_DATA_FP8_E5M2: FP16: CUDNN_DATA_HALF : BF16: CUDNN_DATA_BFLOAT16: FP32 ... EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. CONTRIBUTION AGREEMENT By contributing to the BVLC/caffe repository through pull-request, comment, or otherwise, the …
The cuDNN paper preprint [1] details the computational approach of the library and its integration in Caffe. Caffe + cuDNN lets you define your models just as before—as plain text—while taking …
NVIDIA ® CUDA ® Deep Neural Network (cuDNN) library offers a context-based API that allows for easy multithreading and (optional) interoperability with CUDA streams. This API …
src/cudnn_conv_int8.cc is a variant of the above FLOAT32 version for INT8-based convolution. As explained in the user manual, you must have compute capability of 6.1 or higher. A number of …
I am running Imagenet using 1000 batches with only 2 classes Dog and Cat using Caffe: I try to run my deploy_imagenet.protoxt and caffe_imagenet.caffemodel with ...
I did that, but it still produced random results. I assumed that it was using cuDNN and just accessing the CPU with it, but maybe it's something else? I don't know. – TiggerToo. …
Under nvprof on CuDNN 7.5 we can see that cudnn uses optimized kernel for nchw_vect_c/int8x4. There relative execution time of same code for CuDNN 8.2.4 and CuDNN 7.5 spolisetty January 12, 2022, 11:22am
I just update the cudnn.hpp file to sovle this problem. Btw, how to set the data type, like INT8, FLOAT16 in tensorrt? Thanks
cuDNN 8.0. As of version 8.0, NVIDIA has dropped the support of some cuDNN API calls which Caffe depends. The compilation now generates …
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