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Nan Loss with torch.cuda.amp and CrossEntropyLoss
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|
18
|
8376
|
October 18, 2022
|
|
Using AMP with CUDA Graphs and DDP - Scaler Error
|
|
1
|
388
|
October 16, 2022
|
|
Torchvision model vit_b_16 fails to train with AMP
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|
3
|
284
|
October 12, 2022
|
|
Mixed precision training and FP16 weights
|
|
0
|
194
|
October 6, 2022
|
|
FP16 and BF16 way slower than FP32 and TF32
|
|
2
|
920
|
October 4, 2022
|
|
Is it possible to force full precision for linear layer during prediction?
|
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3
|
257
|
September 28, 2022
|
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Process data of torch.half on CPU
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2
|
544
|
September 28, 2022
|
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Model weight size and inference time for fp16 model using apex mixed precision with optimization level O3
|
|
1
|
287
|
September 24, 2022
|
|
Does amp.autocast convert all ops to FP16 type?
|
|
4
|
308
|
September 17, 2022
|
|
Pytorch amp.gradscalar/amp.autocast attribute not found
|
|
9
|
251
|
September 13, 2022
|
|
Torch.cuda.amp inferencing slower than normal
|
|
6
|
1704
|
September 12, 2022
|
|
Can autocast context manager be used around all of training loop?
|
|
13
|
877
|
August 26, 2022
|
|
Cuda.amp slower than TF32 on NVIDIA A100?
|
|
7
|
541
|
August 24, 2022
|
|
Loss of result precision from function convereted from numpy/TFv1 to PyTorch
|
|
12
|
364
|
August 21, 2022
|
|
Autocast not casting tensors to float16
|
|
2
|
353
|
August 17, 2022
|
|
Loss of result precision from function convereted from numpy to torch
|
|
0
|
227
|
August 15, 2022
|
|
Segmentation fault when running IPEX bf16 example with torch.autocast
|
|
2
|
322
|
August 11, 2022
|
|
RuntimeError: expected scalar type Half but found Float from fc layers in TorchScript
|
|
2
|
986
|
August 3, 2022
|
|
Performance (Training Speed) of Autocast Bfloat16
|
|
3
|
458
|
August 3, 2022
|
|
Subnormal FP16 values detected when converting to TRT
|
|
3
|
1177
|
August 1, 2022
|
|
Handling GPU/CPU compute differences
|
|
1
|
649
|
July 27, 2022
|
|
Bfloat16 training question
|
|
4
|
344
|
July 18, 2022
|
|
Mixed Precision Training on CUDA with bfloat16
|
|
2
|
1158
|
July 9, 2022
|
|
Is it OK to disable `amp` of BN by decorating its forward function?
|
|
0
|
244
|
July 5, 2022
|
|
Huggingface microsoft/mdeberta model never gets updated under AMP
|
|
2
|
522
|
June 29, 2022
|
|
Got nan in forward with `torch.amp`
|
|
2
|
543
|
June 29, 2022
|
|
AMP not casting custom Parameter tensor
|
|
1
|
238
|
June 28, 2022
|
|
Would the eps of 1e-8 in AdamW be rounded to zero when open `torch.amp`?
|
|
1
|
242
|
June 26, 2022
|
|
Would `torch.amp` cause a slower convergence?
|
|
4
|
318
|
June 24, 2022
|
|
Training with custom, quantized datatype
|
|
4
|
630
|
June 5, 2022
|