I previously tried to build Q&A system using ktrain but stumbeled on this OOM problem so I tried to drill down where it originated.I found this simple example to reproduce it:
source: transformers · PyPI
from transformers import AutoTokenizer, TFAutoModel
tokenizer = AutoTokenizer.from_pretrained(“bert-base-uncased”)
model = TFAutoModel.from_pretrained(“bert-base-uncased”)
result:
model=TFAutoModel.from_pretrained(“bert-base-uncased”)
2020-12-13 13:54:59.327929: W tensorflow/core/framework/cpu_allocator_impl.cc:81] Allocation of 93763584 exceeds 10% of free system memory.
2020-12-13 13:55:09.471465: W tensorflow/core/common_runtime/bfc_allocator.cc:431] Allocator (GPU_0_bfc) ran out of memory trying to allocate 89.42MiB (rounded to 93763584)requested by op AssignVariableOp
Current allocation summary follows.
2020-12-13 13:55:09.471697: I tensorflow/core/common_runtime/bfc_allocator.cc:970] BFCAllocator dump for GPU_0_bfc
2020-12-13 13:55:09.471802: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (256): Total Chunks: 12, Chunks in use: 11. 3.0KiB allocated for chunks. 2.8KiB in use in bin. 48B client-requested in use in bin.
2020-12-13 13:55:09.471903: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (512): Total Chunks: 1, Chunks in use: 0. 768B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2020-12-13 13:55:09.472025: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (1024): Total Chunks: 1, Chunks in use: 1. 1.2KiB allocated for chunks. 1.2KiB in use in bin. 1.0KiB client-requested in use in bin.
2020-12-13 13:55:09.472115: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (2048): Total Chunks: 109, Chunks in use: 109. 327.0KiB allocated for chunks. 327.0KiB in use in bin. 327.0KiB client-requested in use in bin.
2020-12-13 13:55:09.472238: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (4096): Total Chunks: 2, Chunks in use: 2. 10.5KiB allocated for chunks. 10.5KiB in use in bin. 6.0KiB client-requested in use in bin.
2020-12-13 13:55:09.472363: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (8192): Total Chunks: 14, Chunks in use: 12. 165.0KiB allocated for chunks. 144.0KiB in use in bin. 144.0KiB client-requested in use in bin.
2020-12-13 13:55:09.472454: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (16384): Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2020-12-13 13:55:09.472541: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (32768): Total Chunks: 1, Chunks in use: 0. 45.0KiB allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2020-12-13 13:55:09.472651: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (65536): Total Chunks: 1, Chunks in use: 0. 78.0KiB allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2020-12-13 13:55:09.472750: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (131072): Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2020-12-13 13:55:09.472865: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (262144): Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2020-12-13 13:55:09.473023: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (524288): Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2020-12-13 13:55:09.473126: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (1048576): Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2020-12-13 13:55:09.473272: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (2097152): Total Chunks: 52, Chunks in use: 49. 119.73MiB allocated for chunks. 113.22MiB in use in bin. 110.25MiB client-requested in use in bin.
2020-12-13 13:55:09.473367: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (4194304): Total Chunks: 1, Chunks in use: 0. 4.50MiB allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2020-12-13 13:55:09.473467: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (8388608): Total Chunks: 25, Chunks in use: 24. 225.00MiB allocated for chunks. 216.00MiB in use in bin. 216.00MiB client-requested in use in bin.
2020-12-13 13:55:09.473525: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (16777216): Total Chunks: 1, Chunks in use: 0. 17.42MiB allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2020-12-13 13:55:09.473572: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (33554432): Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2020-12-13 13:55:09.473637: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (67108864): Total Chunks: 2, Chunks in use: 2. 192.53MiB allocated for chunks. 192.53MiB in use in bin. 178.84MiB client-requested in use in bin.
2020-12-13 13:55:09.473689: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (134217728): Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2020-12-13 13:55:09.473735: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (268435456): Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2020-12-13 13:55:09.473784: I tensorflow/core/common_runtime/bfc_allocator.cc:993] Bin for 89.42MiB was 64.00MiB, Chunk State:
2020-12-13 13:55:09.473825: I tensorflow/core/common_runtime/bfc_allocator.cc:1006] Next region of size 586981376
2020-12-13 13:55:09.473878: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db2a000 of size 1280 next 1
2020-12-13 13:55:09.473921: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db2a500 of size 256 next 2
2020-12-13 13:55:09.473960: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free at 21db2a600 of size 256 next 8
2020-12-13 13:55:09.474000: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db2a700 of size 256 next 9
2020-12-13 13:55:09.474046: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db2a800 of size 256 next 12
2020-12-13 13:55:09.474120: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free at 21db2a900 of size 768 next 64
2020-12-13 13:55:09.474162: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db2ac00 of size 3072 next 215
2020-12-13 13:55:09.474206: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db2b800 of size 3072 next 24
2020-12-13 13:55:09.474243: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db2c400 of size 3072 next 29
2020-12-13 13:55:09.474280: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db2d000 of size 3072 next 22
2020-12-13 13:55:09.474367: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db2dc00 of size 3072 next 32
2020-12-13 13:55:09.474409: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db2e800 of size 3072 next 27
2020-12-13 13:55:09.474480: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db2f400 of size 5632 next 34
2020-12-13 13:55:09.474522: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db30a00 of size 256 next 40
2020-12-13 13:55:09.474563: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db30b00 of size 12288 next 38
2020-12-13 13:55:09.474602: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db33b00 of size 3072 next 13
2020-12-13 13:55:09.474641: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db34700 of size 3072 next 46
2020-12-13 13:55:09.474678: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db35300 of size 3072 next 66
2020-12-13 13:55:09.474744: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db35f00 of size 3072 next 79
2020-12-13 13:55:09.474808: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db36b00 of size 3072 next 52
2020-12-13 13:55:09.474868: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db37700 of size 3072 next 50
2020-12-13 13:55:09.474926: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db38300 of size 3072 next 81
2020-12-13 13:55:09.474992: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db38f00 of size 3072 next 87
2020-12-13 13:55:09.475035: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db39b00 of size 3072 next 92
2020-12-13 13:55:09.475074: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db3a700 of size 3072 next 88
2020-12-13 13:55:09.475112: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db3b300 of size 12288 next 71
2020-12-13 13:55:09.475217: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db3e300 of size 3072 next 126
2020-12-13 13:55:09.475258: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db3ef00 of size 3072 next 84
2020-12-13 13:55:09.475296: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db3fb00 of size 3072 next 127
2020-12-13 13:55:09.475335: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db40700 of size 3072 next 90
2020-12-13 13:55:09.475374: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db41300 of size 3072 next 70
2020-12-13 13:55:09.475459: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db41f00 of size 3072 next 96
2020-12-13 13:55:09.475498: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db42b00 of size 3072 next 108
2020-12-13 13:55:09.475572: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db43700 of size 5120 next 11
2020-12-13 13:55:09.475612: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db44b00 of size 256 next 14
2020-12-13 13:55:09.475650: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db44c00 of size 3072 next 15
2020-12-13 13:55:09.475732: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db45800 of size 256 next 16
2020-12-13 13:55:09.475770: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db45900 of size 3072 next 17
2020-12-13 13:55:09.475807: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db46500 of size 256 next 10
2020-12-13 13:55:09.475844: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db46600 of size 256 next 20
2020-12-13 13:55:09.475883: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db46700 of size 256 next 19
2020-12-13 13:55:09.475919: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db46800 of size 12288 next 44
2020-12-13 13:55:09.475959: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db49800 of size 3072 next 25
2020-12-13 13:55:09.475998: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db4a400 of size 3072 next 93
2020-12-13 13:55:09.476036: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db4b000 of size 3072 next 82
2020-12-13 13:55:09.476073: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db4bc00 of size 3072 next 125
2020-12-13 13:55:09.476112: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db4c800 of size 3072 next 115
2020-12-13 13:55:09.476150: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db4d400 of size 3072 next 139
2020-12-13 13:55:09.476187: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db4e000 of size 3072 next 155
2020-12-13 13:55:09.476224: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db4ec00 of size 3072 next 149
2020-12-13 13:55:09.476261: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db4f800 of size 3072 next 145
2020-12-13 13:55:09.476298: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db50400 of size 12288 next 157
2020-12-13 13:55:09.476336: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db53400 of size 3072 next 190
2020-12-13 13:55:09.476373: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db54000 of size 3072 next 165
2020-12-13 13:55:09.476410: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db54c00 of size 3072 next 148
2020-12-13 13:55:09.476486: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db55800 of size 3072 next 133
2020-12-13 13:55:09.476532: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db56400 of size 3072 next 174
2020-12-13 13:55:09.476570: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db57000 of size 3072 next 159
2020-12-13 13:55:09.476660: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db57c00 of size 3072 next 173
2020-12-13 13:55:09.476701: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db58800 of size 3072 next 223
2020-12-13 13:55:09.476740: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db59400 of size 3072 next 147
2020-12-13 13:55:09.476827: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db5a000 of size 3072 next 220
2020-12-13 13:55:09.476869: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db5ac00 of size 3072 next 202
2020-12-13 13:55:09.476910: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free at 21db5b800 of size 79872 next 177
2020-12-13 13:55:09.476949: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db6f000 of size 3072 next 183
2020-12-13 13:55:09.476988: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db6fc00 of size 12288 next 184
2020-12-13 13:55:09.477028: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db72c00 of size 3072 next 153
2020-12-13 13:55:09.477067: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db73800 of size 3072 next 166
2020-12-13 13:55:09.477106: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db74400 of size 3072 next 195
2020-12-13 13:55:09.477145: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db75000 of size 3072 next 194
2020-12-13 13:55:09.477183: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db75c00 of size 3072 next 161
2020-12-13 13:55:09.477221: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db76800 of size 3072 next 200
2020-12-13 13:55:09.477260: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db77400 of size 3072 next 204
2020-12-13 13:55:09.477299: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db78000 of size 12288 next 203
2020-12-13 13:55:09.477337: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db7b000 of size 3072 next 207
2020-12-13 13:55:09.477376: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db7bc00 of size 3072 next 187
2020-12-13 13:55:09.477415: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db7c800 of size 3072 next 201
2020-12-13 13:55:09.477454: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db7d400 of size 3072 next 188
2020-12-13 13:55:09.477492: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db7e000 of size 3072 next 18
2020-12-13 13:55:09.477548: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free at 21db7ec00 of size 46080 next 28
2020-12-13 13:55:09.477589: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db8a000 of size 3072 next 41
2020-12-13 13:55:09.477628: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db8ac00 of size 3072 next 49
2020-12-13 13:55:09.477699: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db8b800 of size 3072 next 72
2020-12-13 13:55:09.477739: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db8c400 of size 3072 next 48
2020-12-13 13:55:09.477777: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db8d000 of size 3072 next 33
2020-12-13 13:55:09.477849: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db8dc00 of size 3072 next 55
2020-12-13 13:55:09.477888: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db8e800 of size 12288 next 103
2020-12-13 13:55:09.477968: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db91800 of size 3072 next 94
2020-12-13 13:55:09.478010: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db92400 of size 3072 next 111
2020-12-13 13:55:09.478050: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db93000 of size 3072 next 76
2020-12-13 13:55:09.478089: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db93c00 of size 3072 next 74
2020-12-13 13:55:09.478129: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db94800 of size 3072 next 57
2020-12-13 13:55:09.478168: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db95400 of size 3072 next 56
2020-12-13 13:55:09.478207: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db96000 of size 3072 next 58
2020-12-13 13:55:09.478245: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db96c00 of size 12288 next 112
2020-12-13 13:55:09.478284: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db99c00 of size 3072 next 144
2020-12-13 13:55:09.478322: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db9a800 of size 3072 next 124
2020-12-13 13:55:09.478361: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db9b400 of size 3072 next 137
2020-12-13 13:55:09.478399: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db9c000 of size 3072 next 132
2020-12-13 13:55:09.478437: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db9cc00 of size 3072 next 130
2020-12-13 13:55:09.478476: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21db9d800 of size 12288 next 129
2020-12-13 13:55:09.478515: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21dba0800 of size 3072 next 110
2020-12-13 13:55:09.478553: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21dba1400 of size 3072 next 168
2020-12-13 13:55:09.478605: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21dba2000 of size 3072 next 164
2020-12-13 13:55:09.478646: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21dba2c00 of size 3072 next 167
2020-12-13 13:55:09.478684: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21dba3800 of size 3072 next 170
2020-12-13 13:55:09.478723: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21dba4400 of size 12288 next 206
2020-12-13 13:55:09.478761: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21dba7400 of size 3072 next 162
2020-12-13 13:55:09.478837: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21dba8000 of size 3072 next 152
2020-12-13 13:55:09.478879: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21dba8c00 of size 3072 next 179
2020-12-13 13:55:09.478917: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21dba9800 of size 3072 next 160
2020-12-13 13:55:09.478992: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21dbaa400 of size 3072 next 185
2020-12-13 13:55:09.479033: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21dbab000 of size 3072 next 180
2020-12-13 13:55:09.479072: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21dbabc00 of size 3072 next 186
2020-12-13 13:55:09.479211: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21dbac800 of size 3072 next 99
2020-12-13 13:55:09.479259: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21dbad400 of size 3072 next 106
2020-12-13 13:55:09.479292: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21dbae000 of size 3072 next 105
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2020-12-13 13:55:09.479477: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21dbb2800 of size 12288 next 158
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2020-12-13 13:55:09.479738: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21dbbac00 of size 12288 next 198
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2020-12-13 13:55:09.479870: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free at 21dbc0000 of size 9216 next 210
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2020-12-13 13:55:09.479965: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free at 21dbc3000 of size 12288 next 211
2020-12-13 13:55:09.479997: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21dbc6000 of size 3072 next 217
2020-12-13 13:55:09.480028: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21dbc6c00 of size 3072 next 214
2020-12-13 13:55:09.480097: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free at 21dbc7800 of size 2107392 next 78
2020-12-13 13:55:09.480130: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21ddca000 of size 2359296 next 59
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2020-12-13 13:55:09.480330: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 21e90a000 of size 2359296 next 216
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2020-12-13 13:55:09.482899: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 228e01700 of size 256 next 6
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2020-12-13 13:55:09.483800: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free at 22d601800 of size 18266112 next 219
2020-12-13 13:55:09.483845: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 22e76d000 of size 93763584 next 176
2020-12-13 13:55:09.483928: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 2340d8800 of size 9437184 next 21
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2020-12-13 13:55:09.484346: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 236dd8800 of size 2359296 next 222
2020-12-13 13:55:09.484390: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 237018800 of size 2359296 next 42
2020-12-13 13:55:09.484433: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free at 237258800 of size 4718592 next 182
2020-12-13 13:55:09.484476: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 2376d8800 of size 9437184 next 172
2020-12-13 13:55:09.484520: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 237fd8800 of size 9437184 next 209
2020-12-13 13:55:09.491241: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free at 2388d8800 of size 9437184 next 196
2020-12-13 13:55:09.491378: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 2391d8800 of size 9437184 next 218
2020-12-13 13:55:09.491478: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 239ad8800 of size 9437184 next 31
2020-12-13 13:55:09.491581: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at 23a3d8800 of size 108115968 next 18446744073709551615
2020-12-13 13:55:09.491628: I tensorflow/core/common_runtime/bfc_allocator.cc:1031] Summary of in-use Chunks by size:
2020-12-13 13:55:09.491748: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 11 Chunks of size 256 totalling 2.8KiB
2020-12-13 13:55:09.491857: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 1280 totalling 1.2KiB
2020-12-13 13:55:09.491907: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 109 Chunks of size 3072 totalling 327.0KiB
2020-12-13 13:55:09.491954: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 5120 totalling 5.0KiB
2020-12-13 13:55:09.491997: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 5632 totalling 5.5KiB
2020-12-13 13:55:09.492040: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 12 Chunks of size 12288 totalling 144.0KiB
2020-12-13 13:55:09.492083: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 47 Chunks of size 2359296 totalling 105.75MiB
2020-12-13 13:55:09.492126: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 3718656 totalling 3.55MiB
2020-12-13 13:55:09.492170: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 4110336 totalling 3.92MiB
2020-12-13 13:55:09.492253: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 24 Chunks of size 9437184 totalling 216.00MiB
2020-12-13 13:55:09.492331: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 93763584 totalling 89.42MiB
2020-12-13 13:55:09.492410: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 108115968 totalling 103.11MiB
2020-12-13 13:55:09.492456: I tensorflow/core/common_runtime/bfc_allocator.cc:1038] Sum Total of in-use chunks: 522.22MiB
2020-12-13 13:55:09.492495: I tensorflow/core/common_runtime/bfc_allocator.cc:1040] total_region_allocated_bytes_: 586981376 memory_limit_: 586981376 available bytes: 0 curr_region_allocation_bytes_: 1173962752
2020-12-13 13:55:09.492548: I tensorflow/core/common_runtime/bfc_allocator.cc:1046] Stats:
Limit: 586981376
InUse: 547585024
MaxInUse: 555047680
NumAllocs: 4236
MaxAllocSize: 108115968
Reserved: 0
PeakReserved: 0
LargestFreeBlock: 0
2020-12-13 13:55:09.492660: W tensorflow/core/common_runtime/bfc_allocator.cc:439] ***************___********************xx
2020-12-13 13:55:09.492752: W tensorflow/core/framework/op_kernel.cc:1767] OP_REQUIRES failed at resource_variable_ops.cc:410 : Resource exhausted: OOM when allocating tensor with shape[30522,768] and type float on /job:localhost/replica:0/task:0/device:GPU:0 by allocator GPU_0_bfc
Traceback (most recent call last):
File “”, line 1, in
File “/usr/local/lib/python3.6/dist-packages/transformers/models/auto/modeling_tf_auto.py”, line 561, in from_pretrained
pretrained_model_name_or_path, *model_args, config=config, **kwargs
File “/usr/local/lib/python3.6/dist-packages/transformers/modeling_tf_utils.py”, line 736, in from_pretrained
missing_keys, unexpected_keys = load_tf_weights(model, resolved_archive_file)
File “/usr/local/lib/python3.6/dist-packages/transformers/modeling_tf_utils.py”, line 321, in load_tf_weights
K.batch_set_value(weight_value_tuples)
File “/usr/local/lib/python3.6/dist-packages/tensorflow/python/util/dispatch.py”, line 201, in wrapper
return target(*args, **kwargs)
File “/usr/local/lib/python3.6/dist-packages/tensorflow/python/keras/backend.py”, line 3576, in batch_set_value
x.assign(np.asarray(value, dtype=dtype(x)))
File “/usr/local/lib/python3.6/dist-packages/tensorflow/python/ops/resource_variable_ops.py”, line 860, in assign
self.handle, value_tensor, name=name)
File “/usr/local/lib/python3.6/dist-packages/tensorflow/python/ops/gen_resource_variable_ops.py”, line 147, in assign_variable_op
_ops.raise_from_not_ok_status(e, name)
File “/usr/local/lib/python3.6/dist-packages/tensorflow/python/framework/ops.py”, line 6843, in raise_from_not_ok_status
six.raise_from(core._status_to_exception(e.code, message), None)
File “”, line 3, in raise_from
tensorflow.python.framework.errors_impl.ResourceExhaustedError: OOM when allocating tensor with shape[30522,768] and type float on /job:localhost/replica:0/task:0/device:GPU:0 by allocator GPU_0_bfc [Op:AssignVariableOp]
tegrastats extract:
sudo tegrastats
RAM 5587/7772MB (lfb 140x4MB) SWAP 83/7982MB (cached 1MB) CPU [10%'AT’1190,6%'AT’1190,5%'AT’1190,2%'AT’1190,1%'AT’1190,0%'AT’1420] EMC_FREQ 0%'AT’1600 GR3D_FREQ 0%'AT’114 APE 150 MTS fg 0% bg 1% AO’AT’40C GPU’AT’41C PMIC’AT’100C AUX’AT’41C CPU’AT’42C thermal’AT’41.3C VDD_IN 4007/4007 VDD_CPU_GPU_CV 408/408 VDD_SOC 1102/1102
RAM 5588/7772MB (lfb 140x4MB) SWAP 83/7982MB (cached 1MB) CPU [14%'AT’1190,5%'AT’1190,5%'AT’1190,7%'AT’1344,2%'AT’1343,6%'AT’1420] EMC_FREQ 0%'AT’1600 GR3D_FREQ 0%'AT’114 APE 150 MTS fg 0% bg 2% AO’AT’40.5C GPU’AT’41C PMIC’AT’100C AUX’AT’41C CPU’AT’42C thermal’AT’41.45C VDD_IN 4089/4048 VDD_CPU_GPU_CV 449/428 VDD_SOC 1102/1102
RAM 5590/7772MB (lfb 140x4MB) SWAP 83/7982MB (cached 1MB) CPU [10%'AT’1420,1%'AT’1420,0%'AT’1420,0%'AT’1420,15%'AT’1420,10%'AT’1420] EMC_FREQ 0%'AT’1600 GR3D_FREQ 14%'AT’114 APE 150 MTS fg 0% bg 2% AO’AT’40C GPU’AT’41.5C PMIC’AT’100C AUX’AT’41C CPU’AT’42.5C thermal’AT’41.45C VDD_IN 4130/4075 VDD_CPU_GPU_CV 490/449 VDD_SOC 1102/1102
RAM 5588/7772MB (lfb 140x4MB) SWAP 83/7982MB (cached 1MB) CPU [16%'AT’1190,5%'AT’1190,2%'AT’1190,7%'AT’1190,7%'AT’1420,9%'AT’1420] EMC_FREQ 0%'AT’1600 GR3D_FREQ 0%'AT’114 APE 150 MTS fg 0% bg 3% AO’AT’40.5C GPU’AT’41.5C PMIC’AT’100C AUX’AT’41C CPU’AT’42.5C thermal’AT’41.6C VDD_IN 4089/4078 VDD_CPU_GPU_CV 449/449 VDD_SOC 1102/1102
RAM 5600/7772MB (lfb 139x4MB) SWAP 83/7982MB (cached 1MB) CPU [19%'AT’1420,13%'AT’1420,4%'AT’1420,13%'AT’1420,18%'AT’1420,13%'AT’1420] EMC_FREQ 1%'AT’1600 GR3D_FREQ 15%'AT’114 APE 150 MTS fg 0% bg 4% AO’AT’40.5C GPU’AT’41.5C PMIC’AT’100C AUX’AT’41C CPU’AT’43C thermal’AT’41.6C VDD_IN 4621/4187 VDD_CPU_GPU_CV 858/530 VDD_SOC 1143/1110
RAM 5592/7772MB (lfb 140x4MB) SWAP 83/7982MB (cached 1MB) CPU [24%'AT’1420,12%'AT’1420,33%'AT’1420,18%'AT’1420,15%'AT’1420,14%'AT’1420] EMC_FREQ 3%'AT’1600 GR3D_FREQ 27%'AT’114 APE 150 MTS fg 0% bg 5% AO’AT’40.5C GPU’AT’41.5C PMIC’AT’100C AUX’AT’41.5C CPU’AT’42.5C thermal’AT’41.6C VDD_IN 4743/4279 VDD_CPU_GPU_CV 940/599 VDD_SOC 1184/1122
RAM 5588/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [25%'AT’1190,11%'AT’1190,20%'AT’1190,18%'AT’1190,20%'AT’1190,16%'AT’1420] EMC_FREQ 3%'AT’1600 GR3D_FREQ 0%'AT’114 APE 150 MTS fg 0% bg 5% AO’AT’40.5C GPU’AT’41.5C PMIC’AT’100C AUX’AT’41.5C CPU’AT’42.5C thermal’AT’41.95C VDD_IN 4457/4305 VDD_CPU_GPU_CV 736/618 VDD_SOC 1143/1125
RAM 5591/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [23%'AT’1420,12%'AT’1420,16%'AT’1420,6%'AT’1420,14%'AT’1420,11%'AT’1420] EMC_FREQ 2%'AT’1600 GR3D_FREQ 0%'AT’114 APE 150 MTS fg 0% bg 4% AO’AT’41C GPU’AT’41.5C PMIC’AT’100C AUX’AT’41.5C CPU’AT’43C thermal’AT’41.95C VDD_IN 4416/4319 VDD_CPU_GPU_CV 695/628 VDD_SOC 1143/1127
RAM 5590/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [17%'AT’1190,13%'AT’1190,2%'AT’1190,1%'AT’1190,8%'AT’1190,12%'AT’1190] EMC_FREQ 2%'AT’1600 GR3D_FREQ 0%'AT’114 APE 150 MTS fg 0% bg 2% AO’AT’41C GPU’AT’42C PMIC’AT’100C AUX’AT’41.5C CPU’AT’42.5C thermal’AT’41.95C VDD_IN 4171/4302 VDD_CPU_GPU_CV 531/617 VDD_SOC 1102/1124
RAM 5587/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [28%'AT’1190,25%'AT’1190,26%'AT’1190,20%'AT’1190,18%'AT’1267,11%'AT’1267] EMC_FREQ 3%'AT’1600 GR3D_FREQ 69%'AT’204 APE 150 MTS fg 0% bg 8% AO’AT’41C GPU’AT’42C PMIC’AT’100C AUX’AT’42C CPU’AT’43C thermal’AT’42.1C VDD_IN 4662/4338 VDD_CPU_GPU_CV 858/641 VDD_SOC 1143/1126
RAM 5588/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [21%'AT’1190,9%'AT’1190,11%'AT’1190,17%'AT’1190,6%'AT’1190,13%'AT’1190] EMC_FREQ 3%'AT’1600 GR3D_FREQ 0%'AT’204 APE 150 MTS fg 0% bg 3% AO’AT’41C GPU’AT’42C PMIC’AT’100C AUX’AT’42C CPU’AT’42.5C thermal’AT’42.3C VDD_IN 4253/4330 VDD_CPU_GPU_CV 572/635 VDD_SOC 1102/1124
RAM 5587/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [20%'AT’1190,11%'AT’1190,0%'AT’1190,0%'AT’1267,3%'AT’1267,7%'AT’1420] EMC_FREQ 1%'AT’1600 GR3D_FREQ 0%'AT’204 APE 150 MTS fg 0% bg 2% AO’AT’41C GPU’AT’42C PMIC’AT’100C AUX’AT’42C CPU’AT’43C thermal’AT’42.45C VDD_IN 4130/4314 VDD_CPU_GPU_CV 490/623 VDD_SOC 1102/1122
RAM 5588/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [25%'AT’1190,13%'AT’1190,10%'AT’1190,12%'AT’1190,8%'AT’1190,9%'AT’1190] EMC_FREQ 2%'AT’1600 GR3D_FREQ 0%'AT’204 APE 150 MTS fg 0% bg 4% AO’AT’41C GPU’AT’42C PMIC’AT’100C AUX’AT’42C CPU’AT’43C thermal’AT’42.45C VDD_IN 4294/4312 VDD_CPU_GPU_CV 654/625 VDD_SOC 1143/1124
RAM 5592/7772MB (lfb 140x4MB) SWAP 83/7982MB (cached 1MB) CPU [13%'AT’1190,6%'AT’1190,1%'AT’1190,5%'AT’1190,18%'AT’1190,6%'AT’1190] EMC_FREQ 1%'AT’1600 GR3D_FREQ 14%'AT’204 APE 150 MTS fg 0% bg 3% AO’AT’41C GPU’AT’42.5C PMIC’AT’100C AUX’AT’42C CPU’AT’43C thermal’AT’42.45C VDD_IN 4294/4311 VDD_CPU_GPU_CV 613/624 VDD_SOC 1143/1125
RAM 5586/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [20%'AT’1190,8%'AT’1190,9%'AT’1190,2%'AT’1190,2%'AT’1190,1%'AT’1190] EMC_FREQ 1%'AT’1600 GR3D_FREQ 0%'AT’204 APE 150 MTS fg 0% bg 1% AO’AT’41.5C GPU’AT’42.5C PMIC’AT’100C AUX’AT’42C CPU’AT’43C thermal’AT’42.45C VDD_IN 4130/4299 VDD_CPU_GPU_CV 490/615 VDD_SOC 1102/1123
RAM 5591/7772MB (lfb 140x4MB) SWAP 83/7982MB (cached 1MB) CPU [35%'AT’1190,7%'AT’1267,5%'AT’1267,7%'AT’1420,10%'AT’1420,10%'AT’1420] EMC_FREQ 2%'AT’1600 GR3D_FREQ 50%'AT’204 APE 150 MTS fg 0% bg 3% AO’AT’41.5C GPU’AT’42.5C PMIC’AT’100C AUX’AT’42C CPU’AT’43.5C thermal’AT’42.45C VDD_IN 4498/4311 VDD_CPU_GPU_CV 777/625 VDD_SOC 1143/1125
RAM 5588/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [17%'AT’1190,7%'AT’1190,13%'AT’1190,10%'AT’1190,8%'AT’1190,10%'AT’1190] EMC_FREQ 2%'AT’1600 GR3D_FREQ 0%'AT’204 APE 150 MTS fg 0% bg 3% AO’AT’41.5C GPU’AT’42.5C PMIC’AT’100C AUX’AT’42C CPU’AT’43.5C thermal’AT’42.6C VDD_IN 4294/4310 VDD_CPU_GPU_CV 613/624 VDD_SOC 1143/1126
RAM 5588/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [29%'AT’1420,12%'AT’1420,6%'AT’1420,6%'AT’1420,6%'AT’1420,4%'AT’1420] EMC_FREQ 1%'AT’1600 GR3D_FREQ 15%'AT’204 APE 150 MTS fg 0% bg 2% AO’AT’41.5C GPU’AT’42.5C PMIC’AT’100C AUX’AT’42.5C CPU’AT’43.5C thermal’AT’42.45C VDD_IN 4457/4318 VDD_CPU_GPU_CV 736/631 VDD_SOC 1143/1127
RAM 5595/7772MB (lfb 140x4MB) SWAP 83/7982MB (cached 1MB) CPU [24%'AT’1420,22%'AT’1420,20%'AT’1420,19%'AT’1420,17%'AT’1420,22%'AT’1420] EMC_FREQ 3%'AT’1600 GR3D_FREQ 10%'AT’306 APE 150 MTS fg 0% bg 7% AO’AT’41.5C GPU’AT’42.5C PMIC’AT’100C AUX’AT’42.5C CPU’AT’43.5C thermal’AT’42.8C VDD_IN 4662/4336 VDD_CPU_GPU_CV 899/645 VDD_SOC 1184/1130
RAM 5590/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [29%'AT’1190,20%'AT’1190,9%'AT’1190,13%'AT’1190,16%'AT’1190,22%'AT’1343] EMC_FREQ 4%'AT’1600 GR3D_FREQ 0%'AT’306 APE 150 MTS fg 0% bg 6% AO’AT’41.5C GPU’AT’42.5C PMIC’AT’100C AUX’AT’42.5C CPU’AT’43.5C thermal’AT’42.8C VDD_IN 4580/4348 VDD_CPU_GPU_CV 817/653 VDD_SOC 1143/1130
RAM 5589/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [20%'AT’1217,10%'AT’1420,10%'AT’1420,11%'AT’1420,9%'AT’1420,7%'AT’1420] EMC_FREQ 3%'AT’1600 GR3D_FREQ 6%'AT’306 APE 150 MTS fg 0% bg 4% AO’AT’42C GPU’AT’42.5C PMIC’AT’100C AUX’AT’42.5C CPU’AT’44C thermal’AT’42.8C VDD_IN 4416/4352 VDD_CPU_GPU_CV 695/655 VDD_SOC 1143/1131
RAM 5587/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [17%'AT’1190,10%'AT’1190,8%'AT’1190,10%'AT’1190,12%'AT’1190,7%'AT’1267] EMC_FREQ 2%'AT’1600 GR3D_FREQ 0%'AT’306 APE 150 MTS fg 0% bg 3% AO’AT’42C GPU’AT’42.5C PMIC’AT’100C AUX’AT’42.5C CPU’AT’43.5C thermal’AT’42.95C VDD_IN 4212/4345 VDD_CPU_GPU_CV 572/651 VDD_SOC 1143/1131
RAM 5589/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [25%'AT’1190,9%'AT’1190,3%'AT’1190,3%'AT’1190,3%'AT’1420,5%'AT’1420] EMC_FREQ 1%'AT’1600 GR3D_FREQ 0%'AT’306 APE 150 MTS fg 0% bg 3% AO’AT’41.5C GPU’AT’43C PMIC’AT’100C AUX’AT’42.5C CPU’AT’43.5C thermal’AT’42.95C VDD_IN 4171/4338 VDD_CPU_GPU_CV 531/646 VDD_SOC 1102/1130
RAM 5590/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [20%'AT’1190,13%'AT’1190,2%'AT’1190,2%'AT’1190,2%'AT’1190,1%'AT’1190] EMC_FREQ 1%'AT’1600 GR3D_FREQ 0%'AT’306 APE 150 MTS fg 0% bg 2% AO’AT’41.5C GPU’AT’43C PMIC’AT’100C AUX’AT’42.5C CPU’AT’43.5C thermal’AT’42.95C VDD_IN 4212/4332 VDD_CPU_GPU_CV 531/641 VDD_SOC 1102/1129
RAM 5590/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [35%'AT’1190,17%'AT’1190,16%'AT’1190,15%'AT’1190,25%'AT’1190,21%'AT’1267] EMC_FREQ 3%'AT’1600 GR3D_FREQ 1%'AT’306 APE 150 MTS fg 0% bg 7% AO’AT’41.5C GPU’AT’43C PMIC’AT’100C AUX’AT’43C CPU’AT’44C thermal’AT’43.3C VDD_IN 4825/4352 VDD_CPU_GPU_CV 981/655 VDD_SOC 1185/1131
RAM 5590/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [20%'AT’1190,8%'AT’1190,4%'AT’1190,10%'AT’1267,10%'AT’1267,4%'AT’1342] EMC_FREQ 2%'AT’1600 GR3D_FREQ 1%'AT’306 APE 150 MTS fg 0% bg 3% AO’AT’42C GPU’AT’43C PMIC’AT’100C AUX’AT’42.5C CPU’AT’44C thermal’AT’43.3C VDD_IN 4416/4354 VDD_CPU_GPU_CV 736/658 VDD_SOC 1143/1132
RAM 5589/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [25%'AT’1190,9%'AT’1190,5%'AT’1190,4%'AT’1190,3%'AT’1190,2%'AT’1190] EMC_FREQ 1%'AT’1600 GR3D_FREQ 0%'AT’306 APE 150 MTS fg 0% bg 1% AO’AT’42C GPU’AT’43C PMIC’AT’100C AUX’AT’43C CPU’AT’44C thermal’AT’43.3C VDD_IN 4212/4349 VDD_CPU_GPU_CV 572/655 VDD_SOC 1143/1132
RAM 5591/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [26%'AT’1190,17%'AT’1190,9%'AT’1190,4%'AT’1190,16%'AT’1190,11%'AT’1420] EMC_FREQ 2%'AT’1600 GR3D_FREQ 0%'AT’306 APE 150 MTS fg 0% bg 3% AO’AT’42C GPU’AT’43C PMIC’AT’100C AUX’AT’43C CPU’AT’44.5C thermal’AT’43.1C VDD_IN 4621/4359 VDD_CPU_GPU_CV 858/662 VDD_SOC 1184/1134
RAM 5597/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [23%'AT’1190,21%'AT’1190,16%'AT’1190,14%'AT’1190,11%'AT’1190,13%'AT’1267] EMC_FREQ 2%'AT’1600 GR3D_FREQ 0%'AT’306 APE 150 MTS fg 0% bg 5% AO’AT’42.5C GPU’AT’43.5C PMIC’AT’100C AUX’AT’43C CPU’AT’44C thermal’AT’43.6C VDD_IN 4621/4368 VDD_CPU_GPU_CV 858/669 VDD_SOC 1145/1134
RAM 5595/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [20%'AT’1190,15%'AT’1190,17%'AT’1283,4%'AT’1344,11%'AT’1190,8%'AT’1190] EMC_FREQ 2%'AT’1600 GR3D_FREQ 0%'AT’306 APE 150 MTS fg 0% bg 4% AO’AT’42.5C GPU’AT’43.5C PMIC’AT’100C AUX’AT’43C CPU’AT’44.5C thermal’AT’43.3C VDD_IN 4580/4375 VDD_CPU_GPU_CV 817/674 VDD_SOC 1143/1134
RAM 5596/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [21%'AT’1190,16%'AT’1190,6%'AT’1190,14%'AT’1190,7%'AT’1190,6%'AT’1190] EMC_FREQ 2%'AT’1600 GR3D_FREQ 0%'AT’306 APE 150 MTS fg 0% bg 3% AO’AT’42.5C GPU’AT’43.5C PMIC’AT’100C AUX’AT’43C CPU’AT’44C thermal’AT’43.6C VDD_IN 4253/4371 VDD_CPU_GPU_CV 572/670 VDD_SOC 1143/1135
RAM 5595/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [15%'AT’1190,5%'AT’1190,0%'AT’1190,0%'AT’1190,12%'AT’1190,10%'AT’1190] EMC_FREQ 1%'AT’1600 GR3D_FREQ 0%'AT’306 APE 150 MTS fg 0% bg 1% AO’AT’42.5C GPU’AT’43.5C PMIC’AT’100C AUX’AT’43C CPU’AT’44C thermal’AT’43.45C VDD_IN 4171/4365 VDD_CPU_GPU_CV 531/666 VDD_SOC 1102/1134
RAM 5598/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [16%'AT’1190,5%'AT’1190,5%'AT’1190,4%'AT’1190,3%'AT’1190,7%'AT’1344] EMC_FREQ 1%'AT’1600 GR3D_FREQ 0%'AT’306 APE 150 MTS fg 0% bg 2% AO’AT’42.5C GPU’AT’43.5C PMIC’AT’100C AUX’AT’43C CPU’AT’44.5C thermal’AT’43.65C VDD_IN 4212/4360 VDD_CPU_GPU_CV 572/663 VDD_SOC 1143/1134
RAM 5596/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [17%'AT’1190,0%'AT’1190,7%'AT’1190,4%'AT’1190,2%'AT’1420,2%'AT’1420] EMC_FREQ 1%'AT’1600 GR3D_FREQ 0%'AT’306 APE 150 MTS fg 0% bg 1% AO’AT’42.5C GPU’AT’43.5C PMIC’AT’100C AUX’AT’43C CPU’AT’44.5C thermal’AT’43.6C VDD_IN 4130/4353 VDD_CPU_GPU_CV 490/658 VDD_SOC 1102/1133
RAM 5596/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [15%'AT’1343,6%'AT’1420,6%'AT’1420,1%'AT’1420,11%'AT’1420,4%'AT’1420] EMC_FREQ 1%'AT’1600 GR3D_FREQ 0%'AT’306 APE 150 MTS fg 0% bg 2% AO’AT’42.5C GPU’AT’44C PMIC’AT’100C AUX’AT’43.5C CPU’AT’44.5C thermal’AT’43.8C VDD_IN 4171/4348 VDD_CPU_GPU_CV 531/654 VDD_SOC 1102/1132
RAM 5598/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [19%'AT’1190,9%'AT’1190,8%'AT’1190,10%'AT’1190,8%'AT’1343,3%'AT’1344] EMC_FREQ 1%'AT’1600 GR3D_FREQ 0%'AT’306 APE 150 MTS fg 0% bg 2% AO’AT’43C GPU’AT’44C PMIC’AT’100C AUX’AT’43.5C CPU’AT’44.5C thermal’AT’43.95C VDD_IN 4334/4348 VDD_CPU_GPU_CV 654/654 VDD_SOC 1143/1132
RAM 5597/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [17%'AT’1190,1%'AT’1190,2%'AT’1190,3%'AT’1190,11%'AT’1190,15%'AT’1190] EMC_FREQ 1%'AT’1600 GR3D_FREQ 0%'AT’306 APE 150 MTS fg 0% bg 2% AO’AT’43C GPU’AT’44C PMIC’AT’100C AUX’AT’43.5C CPU’AT’45C thermal’AT’43.95C VDD_IN 4253/4345 VDD_CPU_GPU_CV 613/653 VDD_SOC 1143/1133
RAM 5598/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [17%'AT’1420,18%'AT’1420,5%'AT’1420,2%'AT’1420,6%'AT’1420,3%'AT’1420] EMC_FREQ 1%'AT’1600 GR3D_FREQ 0%'AT’306 APE 150 MTS fg 0% bg 2% AO’AT’42.5C GPU’AT’44C PMIC’AT’100C AUX’AT’44C CPU’AT’45C thermal’AT’44.1C VDD_IN 4253/4343 VDD_CPU_GPU_CV 572/651 VDD_SOC 1143/1133
RAM 5596/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [14%'AT’1190,0%'AT’1190,0%'AT’1190,1%'AT’1190,6%'AT’1190,12%'AT’1190] EMC_FREQ 1%'AT’1600 GR3D_FREQ 0%'AT’306 APE 150 MTS fg 0% bg 1% AO’AT’43C GPU’AT’44C PMIC’AT’100C AUX’AT’44C CPU’AT’44.5C thermal’AT’44.1C VDD_IN 4130/4337 VDD_CPU_GPU_CV 490/647 VDD_SOC 1102/1132
RAM 5598/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [22%'AT’1420,11%'AT’1420,15%'AT’1420,7%'AT’1420,8%'AT’1420,4%'AT’1420] EMC_FREQ 1%'AT’1600 GR3D_FREQ 0%'AT’306 APE 150 MTS fg 0% bg 3% AO’AT’43C GPU’AT’44C PMIC’AT’100C AUX’AT’44C CPU’AT’45C thermal’AT’44.3C VDD_IN 4457/4340 VDD_CPU_GPU_CV 736/649 VDD_SOC 1143/1132
RAM 5596/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [20%'AT’1420,23%'AT’1420,7%'AT’1420,8%'AT’1420,3%'AT’1420,1%'AT’1420] EMC_FREQ 1%'AT’1600 GR3D_FREQ 0%'AT’306 APE 150 MTS fg 0% bg 5% AO’AT’43C GPU’AT’44C PMIC’AT’100C AUX’AT’44C CPU’AT’45C thermal’AT’44.3C VDD_IN 4375/4341 VDD_CPU_GPU_CV 736/651 VDD_SOC 1143/1133
RAM 5596/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [18%'AT’1190,21%'AT’1190,13%'AT’1190,11%'AT’1420,20%'AT’1420,46%'AT’1420] EMC_FREQ 6%'AT’1600 GR3D_FREQ 37%'AT’306 APE 150 MTS fg 0% bg 14% AO’AT’43C GPU’AT’44.5C PMIC’AT’100C AUX’AT’44C CPU’AT’45C thermal’AT’44.45C VDD_IN 5242/4362 VDD_CPU_GPU_CV 1267/666 VDD_SOC 1267/1136
RAM 5595/7772MB (lfb 141x4MB) SWAP 83/7982MB (cached 1MB) CPU [25%'AT’1420,35%'AT’1420,14%'AT’1420,27%'AT’1420,14%'AT’1420,29%'AT’1420] EMC_FREQ 10%'AT’1600 GR3D_FREQ 0%'AT’408 APE 150 MTS fg 0% bg 16% AO’AT’43C GPU’AT’44.5C PMIC’AT’100C AUX’AT’44C CPU’AT’45.5C thermal’AT’44.6C VDD_IN 5570/4391 VDD_CPU_GPU_CV 1431/684 VDD_SOC 1308/1140
RAM 5688/7772MB (lfb 139x4MB) SWAP 83/7982MB (cached 1MB) CPU [17%'AT’1190,51%'AT’1190,11%'AT’1190,5%'AT’1190,4%'AT’1350,10%'AT’1420] EMC_FREQ 7%'AT’1600 GR3D_FREQ 6%'AT’408 APE 150 MTS fg 0% bg 12% AO’AT’43.5C GPU’AT’44.5C PMIC’AT’100C AUX’AT’44C CPU’AT’45.5C thermal’AT’44.65C VDD_IN 4580/4395 VDD_CPU_GPU_CV 777/686 VDD_SOC 1184/1141
RAM 5689/7772MB (lfb 139x4MB) SWAP 83/7982MB (cached 1MB) CPU [15%'AT’1190,8%'AT’1190,1%'AT’1190,8%'AT’1190,8%'AT’1190,3%'AT’1190] EMC_FREQ 4%'AT’1600 GR3D_FREQ 0%'AT’408 APE 150 MTS fg 0% bg 1% AO’AT’43.5C GPU’AT’44.5C PMIC’AT’100C AUX’AT’44.5C CPU’AT’45.5C thermal’AT’44.45C VDD_IN 4212/4391 VDD_CPU_GPU_CV 531/682 VDD_SOC 1143/1141
RAM 5688/7772MB (lfb 139x4MB) SWAP 83/7982MB (cached 1MB) CPU [16%'AT’1190,9%'AT’1190,7%'AT’1190,1%'AT’1190,5%'AT’1190,8%'AT’1190] EMC_FREQ 2%'AT’1600 GR3D_FREQ 0%'AT’408 APE 150 MTS fg 0% bg 2% AO’AT’43.5C GPU’AT’44.5C PMIC’AT’100C AUX’AT’44.5C CPU’AT’45C thermal’AT’44.45C VDD_IN 4253/4388 VDD_CPU_GPU_CV 572/680 VDD_SOC 1143/1141
RAM 5689/7772MB (lfb 139x4MB) SWAP 83/7982MB (cached 1MB) CPU [16%'AT’1420,14%'AT’1420,4%'AT’1420,13%'AT’1420,1%'AT’1420,1%'AT’1420] EMC_FREQ 1%'AT’1600 GR3D_FREQ 0%'AT’408 APE 150 MTS fg 0% bg 2% AO’AT’43.5C GPU’AT’45C PMIC’AT’100C AUX’AT’44.5C CPU’AT’45.5C thermal’AT’44.6C VDD_IN 4253/4385 VDD_CPU_GPU_CV 613/679 VDD_SOC 1143/1141
RAM 5689/7772MB (lfb 139x4MB) SWAP 83/7982MB (cached 1MB) CPU [15%'AT’1190,5%'AT’1190,8%'AT’1190,6%'AT’1190,2%'AT’1344,2%'AT’1343] EMC_FREQ 1%'AT’1600 GR3D_FREQ 0%'AT’408 APE 150 MTS fg 0% bg 1% AO’AT’43.5C GPU’AT’45C PMIC’AT’100C AUX’AT’44C CPU’AT’45C thermal’AT’44.6C VDD_IN 4171/4380 VDD_CPU_GPU_CV 531/675 VDD_SOC 1143/1141
RAM 5689/7772MB (lfb 139x4MB) SWAP 83/7982MB (cached 1MB) CPU [16%'AT’1190,7%'AT’1190,2%'AT’1190,0%'AT’1190,5%'AT’1190,15%'AT’1190] EMC_FREQ 1%'AT’1600 GR3D_FREQ 0%'AT’408 APE 150 MTS fg 0% bg 1% AO’AT’43.5C GPU’AT’44.5C PMIC’AT’100C AUX’AT’44.5C CPU’AT’45.5C thermal’AT’44.8C VDD_IN 4212/4377 VDD_CPU_GPU_CV 572/673 VDD_SOC 1143/1141
RAM 5692/7772MB (lfb 139x4MB) SWAP 83/7982MB (cached 1MB) CPU [18%'AT’1420,8%'AT’1190,1%'AT’1190,10%'AT’1190,10%'AT’1190,10%'AT’1190] EMC_FREQ 1%'AT’1600 GR3D_FREQ 0%'AT’408 APE 150 MTS fg 0% bg 2% AO’AT’43.5C GPU’AT’44.5C PMIC’AT’100C AUX’AT’44.5C CPU’AT’45.5C thermal’AT’45.1C VDD_IN 4294/4375 VDD_CPU_GPU_CV 654/673 VDD_SOC 1143/1141
RAM 5689/7772MB (lfb 139x4MB) SWAP 83/7982MB (cached 1MB) CPU [13%'AT’1190,8%'AT’1190,0%'AT’1190,3%'AT’1190,7%'AT’1420,4%'AT’1420] EMC_FREQ 1%'AT’1600 GR3D_FREQ 0%'AT’408 APE 150 MTS fg 0% bg 2% AO’AT’44C GPU’AT’44.5C PMIC’AT’100C AUX’AT’44.5C CPU’AT’45.5C thermal’AT’44.8C VDD_IN 4171/4371 VDD_CPU_GPU_CV 531/670 VDD_SOC 1143/1141
RAM 5690/7772MB (lfb 139x4MB) SWAP 83/7982MB (cached 1MB) CPU [10%'AT’1190,5%'AT’1190,5%'AT’1190,8%'AT’1190,2%'AT’1190,0%'AT’1343] EMC_FREQ 0%'AT’1600 GR3D_FREQ 0%'AT’408 APE 150 MTS fg 0% bg 1% AO’AT’43.5C GPU’AT’45C PMIC’AT’100C AUX’AT’44.5C CPU’AT’45.5C thermal’AT’44.95C VDD_IN 4089/4366 VDD_CPU_GPU_CV 449/666 VDD_SOC 1102/1140
RAM 5690/7772MB (lfb 139x4MB) SWAP 83/7982MB (cached 1MB) CPU [19%'AT’1190,9%'AT’1190,0%'AT’1190,0%'AT’1190,1%'AT’1190,0%'AT’1420] EMC_FREQ 0%'AT’1600 GR3D_FREQ 0%'AT’408 APE 150 MTS fg 0% bg 0% AO’AT’44C GPU’AT’45C PMIC’AT’100C AUX’AT’44.5C CPU’AT’45.5C thermal’AT’45.3C VDD_IN 4130/4361 VDD_CPU_GPU_CV 490/663 VDD_SOC 1102/1140
RAM 5691/7772MB (lfb 139x4MB) SWAP 83/7982MB (cached 1MB) CPU [22%'AT’1420,3%'AT’1420,17%'AT’1420,8%'AT’1420,5%'AT’1420,17%'AT’1420] EMC_FREQ 1%'AT’1600 GR3D_FREQ 0%'AT’306 APE 150 MTS fg 0% bg 2% AO’AT’44C GPU’AT’45C PMIC’AT’100C AUX’AT’45C CPU’AT’46C thermal’AT’45.1C VDD_IN 4334/4361 VDD_CPU_GPU_CV 654/662 VDD_SOC 1143/1140
RAM 5688/7772MB (lfb 139x4MB) SWAP 83/7982MB (cached 1MB) CPU [19%'AT’1190,6%'AT’1190,0%'AT’1190,0%'AT’1190,6%'AT’1420,9%'AT’1420] EMC_FREQ 1%'AT’1600 GR3D_FREQ 0%'AT’306 APE 150 MTS fg 0% bg 1% AO’AT’44C GPU’AT’45C PMIC’AT’100C AUX’AT’45C CPU’AT’46C thermal’AT’45.15C VDD_IN 4171/4357 VDD_CPU_GPU_CV 531/660 VDD_SOC 1143/1140
RAM 5689/7772MB (lfb 139x4MB) SWAP 83/7982MB (cached 1MB) CPU [21%'AT’1190,8%'AT’1190,2%'AT’1190,1%'AT’1190,3%'AT’1190,7%'AT’1267] EMC_FREQ 1%'AT’1600 GR3D_FREQ 0%'AT’204 APE 150 MTS fg 0% bg 2% AO’AT’44.5C GPU’AT’45C PMIC’AT’100C AUX’AT’45C CPU’AT’46C thermal’AT’45.3C VDD_IN 4212/4355 VDD_CPU_GPU_CV 531/658 VDD_SOC 1143/1140
RAM 5699/7772MB (lfb 139x4MB) SWAP 83/7982MB (cached 1MB) CPU [20%'AT’1420,14%'AT’1420,11%'AT’1420,12%'AT’1420,21%'AT’1420,27%'AT’1420] EMC_FREQ 2%'AT’1600 GR3D_FREQ 8%'AT’204 APE 150 MTS fg 0% bg 7% AO’AT’44C GPU’AT’45C PMIC’AT’100C AUX’AT’45C CPU’AT’46C thermal’AT’45.3C VDD_IN 4621/4359 VDD_CPU_GPU_CV 858/661 VDD_SOC 1185/1140
RAM 5690/7772MB (lfb 139x4MB) SWAP 83/7982MB (cached 1MB) CPU [22%'AT’1190,8%'AT’1190,8%'AT’1190,3%'AT’1190,7%'AT’1190,11%'AT’1190] EMC_FREQ 1%'AT’1600 GR3D_FREQ 0%'AT’204 APE 150 MTS fg 0% bg 1% AO’AT’44C GPU’AT’45C PMIC’AT’100C AUX’AT’45C CPU’AT’46C thermal’AT’45.3C VDD_IN 4334/4359 VDD_CPU_GPU_CV 613/660 VDD_SOC 1143/1140
ver transformers: 4.0.1
ver tensorflow: 2.3.1+nv20.11
ver keras-bert: 0.86.0