From 6103a46af3124112e66fe824d19d29555a174b45 Mon Sep 17 00:00:00 2001 From: Benjamin Lefaudeux Date: Sun, 26 Dec 2021 14:03:41 -0800 Subject: [PATCH] larger tiles and better speed, full loss curve checked --- ...as_False_FW+BW_torch.float16_Act:_None.png | Bin 60018 -> 65308 bytes ...as_False_FW+BW_torch.float16_Act:_gelu.png | Bin 58829 -> 59630 bytes ..._FW+BW_torch.float16_Act:_squared_relu.png | Bin 58059 -> 62949 bytes ...as_False_FW+BW_torch.float32_Act:_None.png | Bin 65022 -> 62384 bytes ...as_False_FW+BW_torch.float32_Act:_gelu.png | Bin 58207 -> 58658 bytes ..._FW+BW_torch.float32_Act:_squared_relu.png | Bin 56706 -> 61237 bytes ..._Bias_False_FW_torch.float16_Act:_None.png | Bin 63518 -> 63888 bytes ..._Bias_False_FW_torch.float16_Act:_gelu.png | Bin 59884 -> 60246 bytes ...lse_FW_torch.float16_Act:_squared_relu.png | Bin 61356 -> 61497 bytes ..._Bias_False_FW_torch.float32_Act:_None.png | Bin 62687 -> 62219 bytes ..._Bias_False_FW_torch.float32_Act:_gelu.png | Bin 57881 -> 57699 bytes ...lse_FW_torch.float32_Act:_squared_relu.png | Bin 59227 -> 60349 bytes ...ias_True_FW+BW_torch.float16_Act:_None.png | Bin 60095 -> 63195 bytes ...ias_True_FW+BW_torch.float16_Act:_gelu.png | Bin 57112 -> 62813 bytes ..._FW+BW_torch.float16_Act:_squared_relu.png | Bin 61633 -> 64481 bytes ...ias_True_FW+BW_torch.float32_Act:_None.png | Bin 61988 -> 63679 bytes ...ias_True_FW+BW_torch.float32_Act:_gelu.png | Bin 62562 -> 62035 bytes ..._FW+BW_torch.float32_Act:_squared_relu.png | Bin 59792 -> 64073 bytes ...t_Bias_True_FW_torch.float16_Act:_None.png | Bin 59683 -> 59892 bytes ...t_Bias_True_FW_torch.float16_Act:_gelu.png | Bin 59228 -> 58609 bytes ...rue_FW_torch.float16_Act:_squared_relu.png | Bin 60804 -> 61689 bytes ...t_Bias_True_FW_torch.float32_Act:_None.png | Bin 56981 -> 57962 bytes ...t_Bias_True_FW_torch.float32_Act:_gelu.png | Bin 58119 -> 57899 bytes ...rue_FW_torch.float32_Act:_squared_relu.png | Bin 59898 -> 60990 bytes examples/microGPT.py | 2 +- 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a/xformers/triton/dropout.py b/xformers/triton/dropout.py index 9908fa66e3..a6d09e13c3 100644 --- a/xformers/triton/dropout.py +++ b/xformers/triton/dropout.py @@ -21,9 +21,7 @@ from xformers.triton.k_dropout import k_dropout_bw, k_dropout_fw from xformers.triton.sum_strided import sum_2d_dim_0 -# NOTE: GROUP_M and BLOCK_N need to be kept low (<16x64) -# for the random numbers to be good enough -GROUP_M = 8 +GROUP_M = 32 BLOCK_M = GROUP_M // 4 BLOCK_N = 128

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