What is FLOP/s and is it a good measure of performance?
It's a pretty decent measure of performance, as long as you understand exactly what it measures. FLOPS is, as the name implies FLoating point OPerations per Second, exactly what …
What is FLOPS in field of deep learning? - Stack Overflow
Oct 22, 2019 · What is FLOPS in field of deep learning? Why we don't use the term just FLO? We use the term FLOPS to measure the number of operations of a frozen deep learning network. …
What is the definition of Floating Point Operations ( FLOPs )
Sep 10, 2018 · When it comes to optimisation, it is common practise to only measure FLOPs on the hotspots of your code, for example, the number of Floating Point Multiply & Accumulate …
How to properly calculate CPU and GPU FLOPS performance?
Nov 17, 2020 · GPU: TOTAL_FLOPS = 1.3 GHz * 768 cores * 2 FLOPS = 1996 GFLOPS Questions [SOLVED] Most of the guides I've seen (like this one) are using physical cores in …
Calculating the Number of flops for a given Neural Network?
Apr 24, 2019 · The FLOPs measurement in CNNs involves knowing the size of the input tensor, filters and output tensor for each layer. Using this information, flops are calculated for each …
How to determine the amount of FLOPs my computer is capable of
Apr 8, 2014 · I would like to determine the theoretical number of FLOPs (Floating Point Operations) that my computer can do. Can someone please help me with this. (I would like to …
How is FLOPS/IOPS calculated and what is its use?
Mar 6, 2014 · 5 "FLOPS" stands for "Floating Point Operations Per Second" and it's exactly that. It's used as a measure of the computing speed of large, number based (usually scientific) …
What is the difference between FLOPS and OPS? - Computer …
Sep 25, 2021 · What is the difference between FLOPS and OPS? Why use one over the other? I appreciate that they are both metrics for measuring performance - are there cases where the …
calculate flops in a custom pytorch model - Stack Overflow
Feb 7, 2023 · Using Flop Counter for PyTorch Models worked. The following was mentioned in ptflops because of which my custom model faced errors - This script doesn't take into account …
architecture - What counts as a flop? - Stack Overflow
Aug 29, 2010 · Nitpick: FLOPS is FL oating point O perations P er S econd, a measure of performance. FLOP is FL oating point OP eration. FLOPs (lowercase s) is the plural of FLOP.