flops topic

List flops repositories

keras-flops

49
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8
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FLOPs calculator with tf.profiler for neural network architecture written in tensorflow 2.2+ (tf.keras)

onnx-opcounter

78
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20
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Count number of parameters / MACs / FLOPS for ONNX models.

KAIR

2.8k
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606
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Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

torch-toolbox

415
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56
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🛠 Toolbox to extend PyTorch functionalities

pytorch-estimate-flops

301
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23
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Estimate/count FLOPS for a given neural network using pytorch

torch-scan

203
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21
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Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)

flopco-keras

27
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4
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FLOPs and other statistics COunter for tf.keras neural networks

Paddle_Model_Analysis

17
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2
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【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

Intel-SDE-FLOPS

25
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3
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Computing FLOPs with Intel Software Development Emulator (Intel SDE)