train CVC ClinicDB dataset error

[hkkk999]

When I was training the CVC ClinicDB dataset, the following error occurred. May I ask how the CVC ClinicDB dataset is preprocessed and if it is possible to directly use the preprocessing method of isic2017 ：train: epoch 1, iter:0, loss: 1.3450, lr: 0.001 train: epoch 1, iter:20, loss: 1.0178, lr: 0.001 0%| | 0/62 [00:00<?, ?it/s] ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [0,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [1,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [2,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [3,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [4,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [5,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [6,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [7,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [8,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [9,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [10,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [11,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [12,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [13,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [14,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [15,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [16,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [17,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [18,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [19,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [20,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [21,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [22,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [23,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [24,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [25,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [26,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [27,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [28,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [29,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [30,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [31,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [0,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [1,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [2,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [3,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [4,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [5,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [6,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [7,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [8,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [9,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [10,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [11,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [12,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [13,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [14,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [15,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [16,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [17,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [18,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [19,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [20,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [21,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [22,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [23,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [24,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [25,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [26,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [27,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [28,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [29,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [30,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [50,0,0], thread: [31,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [64,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [65,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [66,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [67,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [68,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [69,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [70,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [71,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [72,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [73,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [74,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [75,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [76,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [77,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [78,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [79,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [80,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [81,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [82,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [83,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [84,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [85,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [86,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [87,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [88,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [89,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [90,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [91,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [92,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [93,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [94,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [74,0,0], thread: [95,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [32,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [33,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [34,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [35,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [36,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [37,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [38,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [39,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [40,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [41,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [42,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [43,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [44,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [45,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [46,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [47,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [48,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [49,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [50,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [51,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [52,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [53,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [54,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [55,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [56,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [57,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [58,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [59,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [60,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [61,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [62,0,0] Assertion input_val >= zero && input_val <= one failed. ../aten/src/ATen/native/cuda/Loss.cu:94: operator(): block: [33,0,0], thread: [63,0,0] Assertion input_val >= zero && input_val <= one failed. 0%| | 0/62 [00:00<?, ?it/s] Traceback (most recent call last): File "train.py", line 216, in main(config) File "train.py", line 161, in main loss = val_one_epoch( File "/media/bigdata/Data/hekang-file/code/H-vmunet/engine.py", line 89, in val_one_epoch loss_list.append(loss.item()) RuntimeError: CUDA error: device-side assert triggered CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. For debugging consider passing CUDA_LAUNCH_BLOCKING=1. Compile with TORCH_USE_CUDA_DSA to enable device-side assertions.