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taigw / brats17

Brain tumor segmentation for MICCAI 2017 BraTS challenge
BSD 3-Clause "New" or "Revised" License
324 stars 130 forks source link

load data problem #18

Closed aliflcat closed 5 years ago

aliflcat commented 6 years ago

2018-06-22 21:55:22.938552: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1030] Found device 0 with properties: name: GeForce GTX 1080 Ti major: 6 minor: 1 memoryClockRate(GHz): 1.645 pciBusID: 0000:01:00.0 totalMemory: 10.92GiB freeMemory: 10.51GiB 2018-06-22 21:55:22.938573: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1120] Creating TensorFlow device (/device:GPU:0) -> (device: 0, name: GeForce GTX 1080 Ti, pci bus id: 0000:01:00.0, compute capability: 6.1) Data load, 17.54385964912281% finished Data load, 35.08771929824562% finished Data load, 52.63157894736842% finished killed

how much memory it needs at least to load all 100% data and run this project?

taigw commented 5 years ago

@aliflcat The recommended GPU memeory was 12 GB, and the recommended CPU memory was 16 GB.

fatihergin commented 4 years ago

@aliflcat The recommended GPU memeory was 12 GB, and the recommended CPU memory was 16 GB.

Same problem. I tried it on Colab with 12GB GPU with Brats15 but the execution is terminated at the data load stage because of insufficient memory.