Founded in 2016,Deephi Tech aims to become the recognized leader in deep learning accleration. We provide an end-to-end solution utilizing deep compression and a DPU platform.Leveraging the optimization of co-designed neural networks and FPGAs,Deephi provides more efficient,convenient and economical inference platforms for both edges and sever-side,in industries including but not limited to data centers and surveillance.
This is an end-to-end ASR (Automatic Speech Recognition) system with FPGA acceleration on AWS F1 by DeePhi. We modify the Baidu DeepSpeech2 framework (https://github.com/SeanNaren/deepspeech.pytorch) for our solution of algorithm, software and hardware co-design, using LibriSpeech 1000h dataset (http://www.openslr.org/12/)...
Linux/Unix, CentOS 3.10.0-693.2.2.el7.x86_64 - 64-bit Amazon Machine Image (AMI)
This is a model quantization tool for convolution neural networks(CNN). This tool could quantize both weights/biases and activations from 32-bit floating-point (FP32) format to 8-bit integer(INT8) format or any other bit depths. With this tool, you can boost the inference performance and efficiency...
Linux/Unix, Ubuntu 4.4.0-1062-aws - 64-bit Amazon Machine Image (AMI)
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