Supply Precomputed Embeddings Instead of Function

[WaleedAlfaris]

Hello,

I am currently attempting to use MUSE as my embedding function with a local ChromaDB. The problem I am facing is that when attempting to populate the DB with the Chroma.from_documents() method, I get an OOM error as the embedding function is trying to process all the documents. However, I do not get an OOM if a run the embedder manually on each document in sequence.

Would be great if I could embed the documents ahead of time and then provide these embeddings to the from_documents() method when populaitng the DB. I cna then use the embedding function for querying, since the queries will be much smaller and not run into this OOM issue.

Is something like this possible?

Full error:

2023-10-13 11:30:07.145542: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1886] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 13161 MB memory:  -> device: 0, name: Tesla T4, pci bus id: 0001:00:00.0, compute capability: 7.5
2023-10-13 11:30:07.147716: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1886] Created device /job:localhost/replica:0/task:0/device:GPU:1 with 13161 MB memory:  -> device: 1, name: Tesla T4, pci bus id: 0002:00:00.0, compute capability: 7.5
2023-10-13 11:30:07.149673: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1886] Created device /job:localhost/replica:0/task:0/device:GPU:2 with 13161 MB memory:  -> device: 2, name: Tesla T4, pci bus id: 0003:00:00.0, compute capability: 7.5
2023-10-13 11:30:07.151469: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1886] Created device /job:localhost/replica:0/task:0/device:GPU:3 with 13161 MB memory:  -> device: 3, name: Tesla T4, pci bus id: 0004:00:00.0, compute capability: 7.5
2023-10-13 11:30:20.676420: W tensorflow/tsl/framework/bfc_allocator.cc:485] Allocator (GPU_0_bfc) ran out of memory trying to allocate 1.88GiB (rounded to 2017244160)requested by op StatefulPartitionedCall/StatefulPartitionedCall/EncoderDNN/CNN_layers/ngram_order_3/Ngram-3-Conv/concat_2
If the cause is memory fragmentation maybe the environment variable 'TF_GPU_ALLOCATOR=cuda_malloc_async' will improve the situation. 
Current allocation summary follows.
Current allocation summary follows.
2023-10-13 11:30:20.676470: I tensorflow/tsl/framework/bfc_allocator.cc:1039] BFCAllocator dump for GPU_0_bfc
2023-10-13 11:30:20.676481: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (256): 	Total Chunks: 176, Chunks in use: 176. 44.0KiB allocated for chunks. 44.0KiB in use in bin. 11.1KiB client-requested in use in bin.
2023-10-13 11:30:20.676488: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (512): 	Total Chunks: 34, Chunks in use: 34. 17.0KiB allocated for chunks. 17.0KiB in use in bin. 10.0KiB client-requested in use in bin.
2023-10-13 11:30:20.676494: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (1024): 	Total Chunks: 10, Chunks in use: 8. 10.2KiB allocated for chunks. 8.2KiB in use in bin. 8.0KiB client-requested in use in bin.
2023-10-13 11:30:20.676500: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (2048): 	Total Chunks: 3, Chunks in use: 2. 6.0KiB allocated for chunks. 4.0KiB in use in bin. 4.0KiB client-requested in use in bin.
2023-10-13 11:30:20.676506: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (4096): 	Total Chunks: 2, Chunks in use: 2. 10.0KiB allocated for chunks. 10.0KiB in use in bin. 10.0KiB client-requested in use in bin.
2023-10-13 11:30:20.676512: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (8192): 	Total Chunks: 1, Chunks in use: 1. 12.8KiB allocated for chunks. 12.8KiB in use in bin. 12.6KiB client-requested in use in bin.
2023-10-13 11:30:20.676518: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (16384): 	Total Chunks: 102, Chunks in use: 102. 2.89MiB allocated for chunks. 2.89MiB in use in bin. 2.89MiB client-requested in use in bin.
2023-10-13 11:30:20.676524: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (32768): 	Total Chunks: 119, Chunks in use: 119. 5.00MiB allocated for chunks. 5.00MiB in use in bin. 5.00MiB client-requested in use in bin.
2023-10-13 11:30:20.676530: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (65536): 	Total Chunks: 34, Chunks in use: 34. 2.50MiB allocated for chunks. 2.50MiB in use in bin. 2.50MiB client-requested in use in bin.
2023-10-13 11:30:20.676536: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (131072): 	Total Chunks: 17, Chunks in use: 17. 2.50MiB allocated for chunks. 2.50MiB in use in bin. 2.50MiB client-requested in use in bin.
2023-10-13 11:30:20.676543: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (262144): 	Total Chunks: 1, Chunks in use: 1. 400.0KiB allocated for chunks. 400.0KiB in use in bin. 400.0KiB client-requested in use in bin.
2023-10-13 11:30:20.676548: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (524288): 	Total Chunks: 11, Chunks in use: 8. 6.50MiB allocated for chunks. 5.00MiB in use in bin. 5.00MiB client-requested in use in bin.
2023-10-13 11:30:20.676554: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (1048576): 	Total Chunks: 3, Chunks in use: 3. 3.50MiB allocated for chunks. 3.50MiB in use in bin. 3.50MiB client-requested in use in bin.
2023-10-13 11:30:20.676560: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (2097152): 	Total Chunks: 2, Chunks in use: 2. 5.00MiB allocated for chunks. 5.00MiB in use in bin. 5.00MiB client-requested in use in bin.
2023-10-13 11:30:20.676567: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (4194304): 	Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-10-13 11:30:20.676574: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (8388608): 	Total Chunks: 22, Chunks in use: 20. 309.73MiB allocated for chunks. 280.08MiB in use in bin. 280.08MiB client-requested in use in bin.
2023-10-13 11:30:20.676580: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (16777216): 	Total Chunks: 1, Chunks in use: 0. 21.14MiB allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-10-13 11:30:20.676585: I tensorflow/tsl/framework/bfc_allocator.cc:1046] 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.
2023-10-13 11:30:20.676590: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (67108864): 	Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-10-13 11:30:20.676598: I tensorflow/tsl/framework/bfc_allocator.cc:1046] 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.
2023-10-13 11:30:20.676604: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (268435456): 	Total Chunks: 16, Chunks in use: 13. 12.50GiB allocated for chunks. 9.39GiB in use in bin. 9.39GiB client-requested in use in bin.
2023-10-13 11:30:20.676610: I tensorflow/tsl/framework/bfc_allocator.cc:1062] Bin for 1.88GiB was 256.00MiB, Chunk State: 
2023-10-13 11:30:20.676621: I tensorflow/tsl/framework/bfc_allocator.cc:1068]   Size: 641.26MiB | Requested Size: 641.26MiB | in_use: 0 | bin_num: 20, prev:   Size: 641.27MiB | Requested Size: 641.27MiB | in_use: 1 | bin_num: -1, next:   Size: 641.26MiB | Requested Size: 641.26MiB | in_use: 1 | bin_num: -1
2023-10-13 11:30:20.676629: I tensorflow/tsl/framework/bfc_allocator.cc:1068]   Size: 641.27MiB | Requested Size: 641.27MiB | in_use: 0 | bin_num: 20, prev:   Size: 641.26MiB | Requested Size: 641.26MiB | in_use: 1 | bin_num: -1, next:   Size: 641.27MiB | Requested Size: 641.27MiB | in_use: 1 | bin_num: -1
2023-10-13 11:30:20.676636: I tensorflow/tsl/framework/bfc_allocator.cc:1068]   Size: 1.86GiB | Requested Size: 641.3KiB | in_use: 0 | bin_num: 20, prev:   Size: 1.25GiB | Requested Size: 1.25GiB | in_use: 1 | bin_num: -1
2023-10-13 11:30:20.676640: I tensorflow/tsl/framework/bfc_allocator.cc:1075] Next region of size 13800898560
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2023-10-13 11:30:20.677749: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f474a6ee000 of size 76800 next 245
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2023-10-13 11:30:20.678454: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f474bae3500 of size 38912 next 396
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2023-10-13 11:30:20.679061: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f47512e3d00 of size 524288 next 534
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2023-10-13 11:30:20.679080: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f47522ebc00 of size 10506496 next 540
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2023-10-13 11:30:20.679094: I tensorflow/tsl/framework/bfc_allocator.cc:1095] Free  at 7f47540fb100 of size 15340544 next 546
2023-10-13 11:30:20.679098: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4754f9c500 of size 2626816 next 547
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2023-10-13 11:30:20.679108: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4756740a00 of size 1344829440 next 579
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2023-10-13 11:30:20.679127: I tensorflow/tsl/framework/bfc_allocator.cc:1095] Free  at 7f481ed93600 of size 672415744 next 523
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2023-10-13 11:30:20.679141: I tensorflow/tsl/framework/bfc_allocator.cc:1095] Free  at 7f4897160600 of size 672414720 next 526
2023-10-13 11:30:20.679146: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f48bf2a4200 of size 672414720 next 530
2023-10-13 11:30:20.679150: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f48e73e7e00 of size 672414720 next 568
2023-10-13 11:30:20.679155: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f490f52ba00 of size 672414720 next 577
2023-10-13 11:30:20.679159: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f493766f600 of size 672414720 next 531
2023-10-13 11:30:20.679164: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f495f7b3200 of size 672414720 next 532
2023-10-13 11:30:20.679168: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f49878f6e00 of size 672414720 next 557
2023-10-13 11:30:20.679173: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f49afa3aa00 of size 1344829440 next 535
2023-10-13 11:30:20.679177: I tensorflow/tsl/framework/bfc_allocator.cc:1095] Free  at 7f49ffcc2200 of size 1993137664 next 18446744073709551615
2023-10-13 11:30:20.679182: I tensorflow/tsl/framework/bfc_allocator.cc:1100]      Summary of in-use Chunks by size: 
2023-10-13 11:30:20.679188: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 176 Chunks of size 256 totalling 44.0KiB
2023-10-13 11:30:20.679193: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 34 Chunks of size 512 totalling 17.0KiB
2023-10-13 11:30:20.679198: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 7 Chunks of size 1024 totalling 7.0KiB
2023-10-13 11:30:20.679203: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 1 Chunks of size 1280 totalling 1.2KiB
2023-10-13 11:30:20.679208: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 2 Chunks of size 2048 totalling 4.0KiB
2023-10-13 11:30:20.679213: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 2 Chunks of size 5120 totalling 10.0KiB
2023-10-13 11:30:20.679218: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 1 Chunks of size 13056 totalling 12.8KiB
2023-10-13 11:30:20.679224: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 3 Chunks of size 23040 totalling 67.5KiB
2023-10-13 11:30:20.679229: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 14 Chunks of size 24320 totalling 332.5KiB
2023-10-13 11:30:20.679234: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 75 Chunks of size 30720 totalling 2.20MiB
2023-10-13 11:30:20.679239: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 10 Chunks of size 31744 totalling 310.0KiB
2023-10-13 11:30:20.679244: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 6 Chunks of size 36864 totalling 216.0KiB
2023-10-13 11:30:20.679249: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 30 Chunks of size 38400 totalling 1.10MiB
2023-10-13 11:30:20.679254: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 28 Chunks of size 38912 totalling 1.04MiB
2023-10-13 11:30:20.679259: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 4 Chunks of size 39680 totalling 155.0KiB
2023-10-13 11:30:20.679264: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 28 Chunks of size 46080 totalling 1.23MiB
2023-10-13 11:30:20.679269: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 6 Chunks of size 47104 totalling 276.0KiB
2023-10-13 11:30:20.679274: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 15 Chunks of size 61440 totalling 900.0KiB
2023-10-13 11:30:20.679280: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 2 Chunks of size 63488 totalling 124.0KiB
2023-10-13 11:30:20.679286: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 24 Chunks of size 76800 totalling 1.76MiB
2023-10-13 11:30:20.679292: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 10 Chunks of size 77824 totalling 760.0KiB
2023-10-13 11:30:20.679298: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 12 Chunks of size 153600 totalling 1.76MiB
2023-10-13 11:30:20.679304: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 5 Chunks of size 155648 totalling 760.0KiB
2023-10-13 11:30:20.679311: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 1 Chunks of size 409600 totalling 400.0KiB
2023-10-13 11:30:20.679317: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 2 Chunks of size 524288 totalling 1.00MiB
2023-10-13 11:30:20.679323: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 4 Chunks of size 655360 totalling 2.50MiB
2023-10-13 11:30:20.679329: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 2 Chunks of size 786432 totalling 1.50MiB
2023-10-13 11:30:20.679336: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 1 Chunks of size 1048576 totalling 1.00MiB
2023-10-13 11:30:20.679342: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 2 Chunks of size 1310720 totalling 2.50MiB
2023-10-13 11:30:20.679348: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 1 Chunks of size 2621440 totalling 2.50MiB
2023-10-13 11:30:20.679354: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 1 Chunks of size 2626816 totalling 2.50MiB
2023-10-13 11:30:20.679361: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 1 Chunks of size 10506496 totalling 10.02MiB
2023-10-13 11:30:20.679367: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 2 Chunks of size 10506752 totalling 20.04MiB
2023-10-13 11:30:20.679374: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 17 Chunks of size 15421440 totalling 250.02MiB
2023-10-13 11:30:20.679380: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 9 Chunks of size 672414720 totalling 5.64GiB
2023-10-13 11:30:20.679386: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 1 Chunks of size 672416768 totalling 641.27MiB
2023-10-13 11:30:20.679393: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 1 Chunks of size 672418816 totalling 641.27MiB
2023-10-13 11:30:20.679399: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 2 Chunks of size 1344829440 totalling 2.50GiB
2023-10-13 11:30:20.679405: I tensorflow/tsl/framework/bfc_allocator.cc:1107] Sum Total of in-use chunks: 9.69GiB
2023-10-13 11:30:20.679412: I tensorflow/tsl/framework/bfc_allocator.cc:1109] Total bytes in pool: 13800898560 memory_limit_: 13800898560 available bytes: 0 curr_region_allocation_bytes_: 27601797120
2023-10-13 11:30:20.679422: I tensorflow/tsl/framework/bfc_allocator.cc:1114] Stats: 
Limit:                     13800898560
InUse:                     10408097280
MaxInUse:                  11752927744
NumAllocs:                         736
MaxAllocSize:               1344829440
Reserved:                            0
PeakReserved:                        0
LargestFreeBlock:                    0

2023-10-13 11:30:20.679439: W tensorflow/tsl/framework/bfc_allocator.cc:497] ****************************___***********____****************************************______________
2023-10-13 11:30:20.679457: W tensorflow/core/framework/op_kernel.cc:1839] OP_REQUIRES failed at concat_op.cc:165 : RESOURCE_EXHAUSTED: OOM when allocating tensor with shape[656655,768] and type float on /job:localhost/replica:0/task:0/device:GPU:0 by allocator GPU_0_bfc
2023-10-13 11:30:30.679792: W tensorflow/tsl/framework/bfc_allocator.cc:485] Allocator (GPU_0_bfc) ran out of memory trying to allocate 3.13GiB (rounded to 3362073600)requested by op StatefulPartitionedCall/StatefulPartitionedCall/EncoderDNN/CNN_layers/ngram_order_5/Ngram-5-Conv/concat_2
If the cause is memory fragmentation maybe the environment variable 'TF_GPU_ALLOCATOR=cuda_malloc_async' will improve the situation. 
Current allocation summary follows.
Current allocation summary follows.
2023-10-13 11:30:30.679845: I tensorflow/tsl/framework/bfc_allocator.cc:1039] BFCAllocator dump for GPU_0_bfc
2023-10-13 11:30:30.679856: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (256): 	Total Chunks: 176, Chunks in use: 176. 44.0KiB allocated for chunks. 44.0KiB in use in bin. 11.1KiB client-requested in use in bin.
2023-10-13 11:30:30.679863: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (512): 	Total Chunks: 34, Chunks in use: 34. 17.0KiB allocated for chunks. 17.0KiB in use in bin. 10.0KiB client-requested in use in bin.
2023-10-13 11:30:30.679869: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (1024): 	Total Chunks: 10, Chunks in use: 8. 10.2KiB allocated for chunks. 8.2KiB in use in bin. 8.0KiB client-requested in use in bin.
2023-10-13 11:30:30.679875: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (2048): 	Total Chunks: 3, Chunks in use: 2. 6.0KiB allocated for chunks. 4.0KiB in use in bin. 4.0KiB client-requested in use in bin.
2023-10-13 11:30:30.679881: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (4096): 	Total Chunks: 2, Chunks in use: 2. 10.0KiB allocated for chunks. 10.0KiB in use in bin. 10.0KiB client-requested in use in bin.
2023-10-13 11:30:30.679887: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (8192): 	Total Chunks: 1, Chunks in use: 1. 12.8KiB allocated for chunks. 12.8KiB in use in bin. 12.6KiB client-requested in use in bin.
2023-10-13 11:30:30.679893: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (16384): 	Total Chunks: 102, Chunks in use: 102. 2.89MiB allocated for chunks. 2.89MiB in use in bin. 2.89MiB client-requested in use in bin.
2023-10-13 11:30:30.679899: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (32768): 	Total Chunks: 119, Chunks in use: 119. 5.00MiB allocated for chunks. 5.00MiB in use in bin. 5.00MiB client-requested in use in bin.
2023-10-13 11:30:30.679905: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (65536): 	Total Chunks: 34, Chunks in use: 34. 2.50MiB allocated for chunks. 2.50MiB in use in bin. 2.50MiB client-requested in use in bin.
2023-10-13 11:30:30.679911: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (131072): 	Total Chunks: 17, Chunks in use: 17. 2.50MiB allocated for chunks. 2.50MiB in use in bin. 2.50MiB client-requested in use in bin.
2023-10-13 11:30:30.679918: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (262144): 	Total Chunks: 1, Chunks in use: 1. 400.0KiB allocated for chunks. 400.0KiB in use in bin. 400.0KiB client-requested in use in bin.
2023-10-13 11:30:30.679924: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (524288): 	Total Chunks: 11, Chunks in use: 8. 6.50MiB allocated for chunks. 5.00MiB in use in bin. 5.00MiB client-requested in use in bin.
2023-10-13 11:30:30.679930: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (1048576): 	Total Chunks: 3, Chunks in use: 3. 3.50MiB allocated for chunks. 3.50MiB in use in bin. 3.50MiB client-requested in use in bin.
2023-10-13 11:30:30.679936: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (2097152): 	Total Chunks: 2, Chunks in use: 2. 5.00MiB allocated for chunks. 5.00MiB in use in bin. 5.00MiB client-requested in use in bin.
2023-10-13 11:30:30.679942: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (4194304): 	Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-10-13 11:30:30.679949: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (8388608): 	Total Chunks: 22, Chunks in use: 20. 309.73MiB allocated for chunks. 280.08MiB in use in bin. 280.08MiB client-requested in use in bin.
2023-10-13 11:30:30.679954: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (16777216): 	Total Chunks: 1, Chunks in use: 0. 21.14MiB allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-10-13 11:30:30.679960: I tensorflow/tsl/framework/bfc_allocator.cc:1046] 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.
2023-10-13 11:30:30.679965: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (67108864): 	Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-10-13 11:30:30.679973: I tensorflow/tsl/framework/bfc_allocator.cc:1046] 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.
2023-10-13 11:30:30.679979: I tensorflow/tsl/framework/bfc_allocator.cc:1046] Bin (268435456): 	Total Chunks: 14, Chunks in use: 10. 12.50GiB allocated for chunks. 7.51GiB in use in bin. 7.51GiB client-requested in use in bin.
2023-10-13 11:30:30.679985: I tensorflow/tsl/framework/bfc_allocator.cc:1062] Bin for 3.13GiB was 256.00MiB, Chunk State: 
2023-10-13 11:30:30.679996: I tensorflow/tsl/framework/bfc_allocator.cc:1068]   Size: 641.26MiB | Requested Size: 641.26MiB | in_use: 0 | bin_num: 20, prev:   Size: 641.26MiB | Requested Size: 641.26MiB | in_use: 1 | bin_num: -1, next:   Size: 641.26MiB | Requested Size: 641.26MiB | in_use: 1 | bin_num: -1
2023-10-13 11:30:30.680005: I tensorflow/tsl/framework/bfc_allocator.cc:1068]   Size: 1.25GiB | Requested Size: 641.26MiB | in_use: 0 | bin_num: 20, prev:   Size: 641.27MiB | Requested Size: 641.27MiB | in_use: 1 | bin_num: -1, next:   Size: 641.26MiB | Requested Size: 641.26MiB | in_use: 1 | bin_num: -1
2023-10-13 11:30:30.680013: I tensorflow/tsl/framework/bfc_allocator.cc:1068]   Size: 1.25GiB | Requested Size: 641.27MiB | in_use: 0 | bin_num: 20, prev:   Size: 641.26MiB | Requested Size: 641.26MiB | in_use: 1 | bin_num: -1, next:   Size: 641.27MiB | Requested Size: 641.27MiB | in_use: 1 | bin_num: -1
2023-10-13 11:30:30.680020: I tensorflow/tsl/framework/bfc_allocator.cc:1068]   Size: 1.86GiB | Requested Size: 641.3KiB | in_use: 0 | bin_num: 20, prev:   Size: 1.25GiB | Requested Size: 1.25GiB | in_use: 1 | bin_num: -1
2023-10-13 11:30:30.680024: I tensorflow/tsl/framework/bfc_allocator.cc:1075] Next region of size 13800898560
2023-10-13 11:30:30.680030: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4740000000 of size 1280 next 1
2023-10-13 11:30:30.680037: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4740000500 of size 256 next 2
2023-10-13 11:30:30.680042: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4740000600 of size 15421440 next 3
2023-10-13 11:30:30.680046: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4740eb5600 of size 15421440 next 4
2023-10-13 11:30:30.680051: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4741d6a600 of size 15421440 next 5
2023-10-13 11:30:30.680056: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4742c1f600 of size 30720 next 6
2023-10-13 11:30:30.680061: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4742c26e00 of size 30720 next 7
2023-10-13 11:30:30.680066: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4742c2e600 of size 1024 next 8
2023-10-13 11:30:30.680071: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4742c2ea00 of size 31744 next 9
2023-10-13 11:30:30.680075: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4742c36600 of size 31744 next 10
2023-10-13 11:30:30.680080: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4742c3e200 of size 30720 next 11
2023-10-13 11:30:30.680084: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4742c45a00 of size 30720 next 12
2023-10-13 11:30:30.680089: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4742c4d200 of size 30720 next 13
2023-10-13 11:30:30.680093: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4742c54a00 of size 30720 next 14
2023-10-13 11:30:30.680098: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4742c5c200 of size 30720 next 15
2023-10-13 11:30:30.680102: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4742c63a00 of size 15421440 next 16
2023-10-13 11:30:30.680107: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4743b18a00 of size 30720 next 17
2023-10-13 11:30:30.680111: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4743b20200 of size 30720 next 18
2023-10-13 11:30:30.680116: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4743b27a00 of size 30720 next 19
2023-10-13 11:30:30.680121: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4743b2f200 of size 30720 next 20
2023-10-13 11:30:30.680125: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4743b36a00 of size 30720 next 21
2023-10-13 11:30:30.680130: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4743b3e200 of size 30720 next 22
2023-10-13 11:30:30.680135: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4743b45a00 of size 30720 next 23
2023-10-13 11:30:30.680139: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4743b4d200 of size 30720 next 24
2023-10-13 11:30:30.680144: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4743b54a00 of size 30720 next 25
2023-10-13 11:30:30.680149: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4743b5c200 of size 30720 next 26
2023-10-13 11:30:30.680153: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4743b63a00 of size 15421440 next 27
2023-10-13 11:30:30.680216: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4744a18a00 of size 1024 next 28
2023-10-13 11:30:30.680221: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4744a18e00 of size 31744 next 29
2023-10-13 11:30:30.680226: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4744a20a00 of size 31744 next 30
2023-10-13 11:30:30.680231: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4744a28600 of size 30720 next 31
2023-10-13 11:30:30.680235: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4744a2fe00 of size 30720 next 32
2023-10-13 11:30:30.680240: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4744a37600 of size 30720 next 33
2023-10-13 11:30:30.680244: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4744a3ee00 of size 30720 next 34
2023-10-13 11:30:30.680249: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4744a46600 of size 30720 next 35
2023-10-13 11:30:30.680253: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4744a4de00 of size 30720 next 36
2023-10-13 11:30:30.680258: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4744a55600 of size 30720 next 37
2023-10-13 11:30:30.680262: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4744a5ce00 of size 15421440 next 38
2023-10-13 11:30:30.680267: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4745911e00 of size 30720 next 39
2023-10-13 11:30:30.680271: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4745919600 of size 30720 next 40
2023-10-13 11:30:30.680276: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4745920e00 of size 30720 next 41
2023-10-13 11:30:30.680280: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4745928600 of size 30720 next 42
2023-10-13 11:30:30.680285: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f474592fe00 of size 30720 next 43
2023-10-13 11:30:30.680289: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4745937600 of size 30720 next 44
2023-10-13 11:30:30.680294: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f474593ee00 of size 30720 next 45
2023-10-13 11:30:30.680299: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4745946600 of size 30720 next 46
2023-10-13 11:30:30.680303: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f474594de00 of size 256 next 47
2023-10-13 11:30:30.680308: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f474594df00 of size 256 next 48
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2023-10-13 11:30:30.681015: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f474967ab00 of size 256 next 200
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2023-10-13 11:30:30.681666: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f474aa77500 of size 38400 next 336
2023-10-13 11:30:30.681672: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f474aa80b00 of size 15421440 next 337
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2023-10-13 11:30:30.681683: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f474b935c00 of size 38400 next 339
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2023-10-13 11:30:30.681736: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f474b993900 of size 38400 next 350
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2023-10-13 11:30:30.682272: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f474da68d00 of size 15421440 next 469
2023-10-13 11:30:30.682277: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f474e91dd00 of size 256 next 470
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2023-10-13 11:30:30.682322: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f474e91e700 of size 15421440 next 480
2023-10-13 11:30:30.682326: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f474f7d3700 of size 256 next 481
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2023-10-13 11:30:30.682339: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f474f7d3a00 of size 256 next 484
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2023-10-13 11:30:30.682348: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f474f7d3c00 of size 31744 next 486
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2023-10-13 11:30:30.682357: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f474f7e3400 of size 30720 next 488
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2023-10-13 11:30:30.682366: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f474f7f2400 of size 30720 next 490
2023-10-13 11:30:30.682370: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f474f7f9c00 of size 15421440 next 491
2023-10-13 11:30:30.682375: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f47506aec00 of size 30720 next 492
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2023-10-13 11:30:30.682410: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f47506eac00 of size 30720 next 500
2023-10-13 11:30:30.682415: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f47506f2400 of size 30720 next 501
2023-10-13 11:30:30.682419: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f47506f9c00 of size 256 next 502
2023-10-13 11:30:30.682424: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f47506f9d00 of size 1024 next 503
2023-10-13 11:30:30.682428: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f47506fa100 of size 256 next 504
2023-10-13 11:30:30.682433: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f47506fa200 of size 2048 next 505
2023-10-13 11:30:30.682447: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f47506faa00 of size 256 next 506
2023-10-13 11:30:30.682452: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f47506fab00 of size 256 next 507
2023-10-13 11:30:30.682457: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f47506fac00 of size 256 next 508
2023-10-13 11:30:30.682461: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f47506fad00 of size 1048576 next 509
2023-10-13 11:30:30.682466: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f47507fad00 of size 409600 next 510
2023-10-13 11:30:30.682470: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f475085ed00 of size 655360 next 511
2023-10-13 11:30:30.682476: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f47508fed00 of size 655360 next 512
2023-10-13 11:30:30.682480: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f475099ed00 of size 655360 next 513
2023-10-13 11:30:30.682485: I tensorflow/tsl/framework/bfc_allocator.cc:1095] Free  at 7f4750a3ed00 of size 1024 next 514
2023-10-13 11:30:30.682489: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4750a3f100 of size 1310720 next 515
2023-10-13 11:30:30.682494: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4750b7f100 of size 1310720 next 516
2023-10-13 11:30:30.682498: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4750cbf100 of size 5120 next 517
2023-10-13 11:30:30.682503: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4750cc0500 of size 5120 next 518
2023-10-13 11:30:30.682507: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4750cc1900 of size 2621440 next 519
2023-10-13 11:30:30.682512: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4750f41900 of size 2048 next 520
2023-10-13 11:30:30.682516: I tensorflow/tsl/framework/bfc_allocator.cc:1095] Free  at 7f4750f42100 of size 1024 next 521
2023-10-13 11:30:30.682521: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4750f42500 of size 655360 next 522
2023-10-13 11:30:30.682525: I tensorflow/tsl/framework/bfc_allocator.cc:1095] Free  at 7f4750fe2500 of size 525312 next 524
2023-10-13 11:30:30.682530: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4751062900 of size 524288 next 525
2023-10-13 11:30:30.682534: I tensorflow/tsl/framework/bfc_allocator.cc:1095] Free  at 7f47510e2900 of size 2048 next 527
2023-10-13 11:30:30.682539: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f47510e3100 of size 786432 next 528
2023-10-13 11:30:30.682543: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f47511a3100 of size 786432 next 529
2023-10-13 11:30:30.682548: I tensorflow/tsl/framework/bfc_allocator.cc:1095] Free  at 7f4751263100 of size 527360 next 533
2023-10-13 11:30:30.682552: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f47512e3d00 of size 524288 next 534
2023-10-13 11:30:30.682557: I tensorflow/tsl/framework/bfc_allocator.cc:1095] Free  at 7f4751363d00 of size 525312 next 536
2023-10-13 11:30:30.682561: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f47513e4100 of size 13056 next 551
2023-10-13 11:30:30.682567: I tensorflow/tsl/framework/bfc_allocator.cc:1095] Free  at 7f47513e7400 of size 15747072 next 539
2023-10-13 11:30:30.682572: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f47522ebc00 of size 10506496 next 540
2023-10-13 11:30:30.682576: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4752cf0d00 of size 10506752 next 541
2023-10-13 11:30:30.682581: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f47536f5f00 of size 10506752 next 542
2023-10-13 11:30:30.682585: I tensorflow/tsl/framework/bfc_allocator.cc:1095] Free  at 7f47540fb100 of size 15340544 next 546
2023-10-13 11:30:30.682590: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4754f9c500 of size 2626816 next 547
2023-10-13 11:30:30.682594: I tensorflow/tsl/framework/bfc_allocator.cc:1095] Free  at 7f475521da00 of size 22163456 next 578
2023-10-13 11:30:30.682601: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f4756740a00 of size 1344829440 next 579
2023-10-13 11:30:30.682605: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f47a69c8200 of size 672414720 next 543
2023-10-13 11:30:30.682610: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f47ceb0be00 of size 672414720 next 544
2023-10-13 11:30:30.682614: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f47f6c4fa00 of size 672414720 next 580
2023-10-13 11:30:30.682619: I tensorflow/tsl/framework/bfc_allocator.cc:1095] Free  at 7f481ed93600 of size 1344832512 next 586
2023-10-13 11:30:30.682623: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f486f01ba00 of size 672418816 next 582
2023-10-13 11:30:30.682628: I tensorflow/tsl/framework/bfc_allocator.cc:1095] Free  at 7f4897160600 of size 1344829440 next 530
2023-10-13 11:30:30.682632: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f48e73e7e00 of size 672414720 next 568
2023-10-13 11:30:30.682637: I tensorflow/tsl/framework/bfc_allocator.cc:1095] Free  at 7f490f52ba00 of size 672414720 next 577
2023-10-13 11:30:30.682641: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f493766f600 of size 672414720 next 531
2023-10-13 11:30:30.682646: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f495f7b3200 of size 672414720 next 532
2023-10-13 11:30:30.682650: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f49878f6e00 of size 672414720 next 557
2023-10-13 11:30:30.682655: I tensorflow/tsl/framework/bfc_allocator.cc:1095] InUse at 7f49afa3aa00 of size 1344829440 next 535
2023-10-13 11:30:30.682659: I tensorflow/tsl/framework/bfc_allocator.cc:1095] Free  at 7f49ffcc2200 of size 1993137664 next 18446744073709551615
2023-10-13 11:30:30.682664: I tensorflow/tsl/framework/bfc_allocator.cc:1100]      Summary of in-use Chunks by size: 
2023-10-13 11:30:30.682671: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 176 Chunks of size 256 totalling 44.0KiB
2023-10-13 11:30:30.682677: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 34 Chunks of size 512 totalling 17.0KiB
2023-10-13 11:30:30.682682: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 7 Chunks of size 1024 totalling 7.0KiB
2023-10-13 11:30:30.682687: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 1 Chunks of size 1280 totalling 1.2KiB
2023-10-13 11:30:30.682692: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 2 Chunks of size 2048 totalling 4.0KiB
2023-10-13 11:30:30.682697: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 2 Chunks of size 5120 totalling 10.0KiB
2023-10-13 11:30:30.682703: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 1 Chunks of size 13056 totalling 12.8KiB
2023-10-13 11:30:30.682708: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 3 Chunks of size 23040 totalling 67.5KiB
2023-10-13 11:30:30.682713: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 14 Chunks of size 24320 totalling 332.5KiB
2023-10-13 11:30:30.682718: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 75 Chunks of size 30720 totalling 2.20MiB
2023-10-13 11:30:30.682724: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 10 Chunks of size 31744 totalling 310.0KiB
2023-10-13 11:30:30.682729: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 6 Chunks of size 36864 totalling 216.0KiB
2023-10-13 11:30:30.682735: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 30 Chunks of size 38400 totalling 1.10MiB
2023-10-13 11:30:30.682740: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 28 Chunks of size 38912 totalling 1.04MiB
2023-10-13 11:30:30.682746: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 4 Chunks of size 39680 totalling 155.0KiB
2023-10-13 11:30:30.682751: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 28 Chunks of size 46080 totalling 1.23MiB
2023-10-13 11:30:30.682756: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 6 Chunks of size 47104 totalling 276.0KiB
2023-10-13 11:30:30.682762: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 15 Chunks of size 61440 totalling 900.0KiB
2023-10-13 11:30:30.682769: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 2 Chunks of size 63488 totalling 124.0KiB
2023-10-13 11:30:30.682774: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 24 Chunks of size 76800 totalling 1.76MiB
2023-10-13 11:30:30.682780: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 10 Chunks of size 77824 totalling 760.0KiB
2023-10-13 11:30:30.682785: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 12 Chunks of size 153600 totalling 1.76MiB
2023-10-13 11:30:30.682790: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 5 Chunks of size 155648 totalling 760.0KiB
2023-10-13 11:30:30.682796: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 1 Chunks of size 409600 totalling 400.0KiB
2023-10-13 11:30:30.682801: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 2 Chunks of size 524288 totalling 1.00MiB
2023-10-13 11:30:30.682807: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 4 Chunks of size 655360 totalling 2.50MiB
2023-10-13 11:30:30.682812: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 2 Chunks of size 786432 totalling 1.50MiB
2023-10-13 11:30:30.682817: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 1 Chunks of size 1048576 totalling 1.00MiB
2023-10-13 11:30:30.682823: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 2 Chunks of size 1310720 totalling 2.50MiB
2023-10-13 11:30:30.682828: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 1 Chunks of size 2621440 totalling 2.50MiB
2023-10-13 11:30:30.682833: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 1 Chunks of size 2626816 totalling 2.50MiB
2023-10-13 11:30:30.682839: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 1 Chunks of size 10506496 totalling 10.02MiB
2023-10-13 11:30:30.682845: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 2 Chunks of size 10506752 totalling 20.04MiB
2023-10-13 11:30:30.682851: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 17 Chunks of size 15421440 totalling 250.02MiB
2023-10-13 11:30:30.682856: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 7 Chunks of size 672414720 totalling 4.38GiB
2023-10-13 11:30:30.682862: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 1 Chunks of size 672418816 totalling 641.27MiB
2023-10-13 11:30:30.682867: I tensorflow/tsl/framework/bfc_allocator.cc:1103] 2 Chunks of size 1344829440 totalling 2.50GiB
2023-10-13 11:30:30.682873: I tensorflow/tsl/framework/bfc_allocator.cc:1107] Sum Total of in-use chunks: 7.81GiB
2023-10-13 11:30:30.682878: I tensorflow/tsl/framework/bfc_allocator.cc:1109] Total bytes in pool: 13800898560 memory_limit_: 13800898560 available bytes: 0 curr_region_allocation_bytes_: 27601797120
2023-10-13 11:30:30.682887: I tensorflow/tsl/framework/bfc_allocator.cc:1114] Stats: 
Limit:                     13800898560
InUse:                      8390851072
MaxInUse:                  11752927744
NumAllocs:                         736
MaxAllocSize:               1344829440
Reserved:                            0
PeakReserved:                        0
LargestFreeBlock:                    0

2023-10-13 11:30:30.682902: W tensorflow/tsl/framework/bfc_allocator.cc:497] ****************************________******_________******____*************************______________
2023-10-13 11:30:30.682920: W tensorflow/core/framework/op_kernel.cc:1839] OP_REQUIRES failed at concat_op.cc:165 : RESOURCE_EXHAUSTED: OOM when allocating tensor with shape[656655,1280] and type float on /job:localhost/replica:0/task:0/device:GPU:0 by allocator GPU_0_bfc