Early Prediction of DNN Activation Using Hierarchical Computations von Suresh, Bharathwaj, Pillai, Kamlesh, Kalsi, Gurpreet Singh, Abuhatzera, Avishaii, Subramoney, Sreenivas

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ACCELERATING NEURAL NETWORKS WITH LOW PRECISION-BASED MULTIPLICATION AND EXPLOITING SPARSITY IN HIGHER ORDER BITS von Abuhatzera, Avishaii, Omer, Om Ji, Hacking, Lance, Chowdhury, Ritwika

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Accelerating neural networks with low precision-based multiplication and exploiting sparsity in higher order bits von Abuhatzera, Avishaii, Omer, Om Ji, Hacking, Lance, Chowdhury, Ritwika

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Loop support extensions von Subramoney, Sreenivas, Abuhatzera, Avishaii, Nori, Anant, Rakshit, Joydeep, Balachandran, Shankar, Shanbhogue, Vedvyas, Kuttanna, Belliappa

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Proximu$: Efficiently Scaling DNN Inference in Multi-core CPUs through Near-Cache Compute von Nori, Anant V, Bera, Rahul, Balachandran, Shankar, Rakshit, Joydeep, Omer, Om J, Abuhatzera, Avishaii, Kuttanna, Belliappa, Subramoney, Sreenivas

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ACCELERATING NEURAL NETWORKS WITH LOW PRECISION-BASED MULTIPLICATION AND EXPLOITING SPARSITY IN HIGHER ORDER BITS von HACKING, Lance, ABUHATZERA, Avishaii, CHOWDHURY, Ritwika, Omer, Om Ji

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METHOD AND APPARATUS FOR LEVERAGING SIMULTANEOUS MULTITHREADING FOR BULK COMPUTE OPERATIONS von RAKSHIT, JOYDEEP, NORI, ANANT, SUBRAMONEY, SREENIVAS, BERA, RAHUL, BALACHANDRAN, SHANKAR, OMER, Om Ji, KUTTANNA, BELLIAPPA, ABUHATZERA, AVISHAII

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LOOP SUPPORT EXTENSIONS von BELLIAPPA KUTTANNA, ANANT NORI, SHANKAR BALACHANDRAN, VEDVYAS SHANBHOGUE, AVISHAII ABUHATZERA, JOYDEEP RAKSHIT, SREENIVAS SUBRAMONEY

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ACCELERATING NEURAL NETWORKS WITH LOW PRECISION-BASED MULTIPLICATION AND EXPLOITING SPARSITY IN HIGHER ORDER BITS von Abuhatzera, Avishaii, Omer, Om Ji, Hacking, Lance, Chowdhury, Ritwika

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LOOP SUPPORT EXTENSIONS von BELLIAPPA KUTTANNA, SHANKAR BALACHANDRAN, VEDVYAS SHANBHOGUE, AVISHAII ABUHATZERA, JOYDEEP RAKSHIT, SREENIVAS SUBRAMONEY

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LOOP SUPPORT EXTENSIONS von SUBRAMONEY, Sreenivas, ABUHATZERA, Avishaii, KUTTANNA, Belliappa, BALACHANDRAN, Shankar, NORI, Anant, RAKSHIT, Joydeep, SHANBHOGUE, Vedvyas

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LOOP SUPPORT EXTENSIONS von SUBRAMONEY, Sreenivas, ABUHATZERA, Avishaii, KUTTANNA, Belliappa, BALACHANDRAN, Shankar, NORI, Anant, RAKSHIT, Joydeep, SHANBHOGUE, Vedvyas

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APPARATUS, METHOD, AND COMPUTER-READABLE MEDIUM FOR ACTIVATION FUNCTION PREDICTION IN DEEP NEURAL NETWORKS von Kalsi, Gurpreet Singh, Subramoney, Sreenivas, Abuhatzera, Avishaii, Suresh, Bharathwaj, Pillai, Kamlesh

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HARDWARE-SOFTWARE CO-DESIGNED MULTI-CAST FOR IN-MEMORY COMPUTING ARCHITECTURES von Kalsi, Gurpreet Singh, Subramoney, Sreenivas, Abuhatzera, Avishaii, Thyagharajan, Anirud, Jain, Saurabh, Pillai, Kamlesh R, Omer, Om Ji

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Proximu$: Efficiently Scaling DNN Inference in Multi-core CPUs through Near-Cache Compute von Nori, Anant V, Bera, Rahul, Balachandran, Shankar, Rakshit, Joydeep, Omer, Om J, Abuhatzera, Avishaii, Belliappa Kuttanna, Sreenivas Subramoney

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