complexity estimation utility of neural network
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Jun 21, 2020 - Python
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flops
Here are 30 public repositories matching this topic...
Discrete Flow Matching implemented in PyTorch
python
machine-learning
ai
lightning
text
pytorch
compile
generation
discrete
diffusion
mfu
flops
generative-ai
flow-matching
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Nov 11, 2024 - Python
benchmark pytorch models
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Aug 24, 2022 - Python
PyTorch module FLOPS counter
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Oct 30, 2024 - Python
Utilities to perform deep learning models benchmarking (number of parameters, FLOPS and inference latency)
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Aug 7, 2022 - Python
MethodsCmp: A Simple Toolkit for Counting the FLOPs/MACs, Parameters and FPS of Pytorch-based Methods
python
fps
parameters
memory
pytorch
macs
fps-counter
flops
flops-counter
memory-counter
macs-counter
parameter-counter
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May 13, 2024 - Python
【瑞士军刀般的工具】用最短的代码完成对模型的分析，包含 ImageNet Val、FLOPs、Params、Throuthput、CAM 等
parameters
throughput
performance-analysis
paddlepaddle
imagenet-classifier
class-activation-maps
flops
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Apr 11, 2023 - Python
Calculating FLOPs of Pre-trained Models in NLP
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Mar 29, 2021 - Python
Dynamic Frame Interpolation in Wavelet Domain (TIP 2023)
video
deep-learning
efficiency
pytorch
optical-flow
wavelet
high-resolution
slow-motion
annimation
frame-interpolation
sparse-convolution
flops
dynamic-neural-network
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Sep 23, 2023 - Python
Profile PyTorch models for FLOPs and parameters, helping to evaluate computational efficiency and memory usage.
machine-learning
ai
computer-vision
neural-network
parameters
ml
transformers
cnn
yolo
object-detection
flops
flops-counter
yolov5
ultralytics
llm
yolov8
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Nov 7, 2024 - Python
FLOPs and other statistics COunter for Pytorch neural networks
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May 27, 2021 - Python
FLOPs and other statistics COunter for tf.keras neural networks
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Jul 12, 2022 - Python
各种算法评价指标的实现（mAP/Flops/params/fps/error-rate/accuracy）
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Jul 25, 2024 - Python
A toolkit for scaling law research ⚖
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Mar 16, 2024 - Python
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