first commit

20231221-110135-pixel10000-YNDC_Person2/hyp.yaml

@@ -0,0 +1,28 @@
+lr0: 0.001
+lrf: 0.001
+momentum: 0.937
+weight_decay: 0.0005
+warmup_epochs: 3.0
+warmup_momentum: 0.8
+warmup_bias_lr: 0.01
+box: 0.05
+cls: 0.5
+cls_pw: 1.0
+obj: 1.0
+obj_pw: 1.0
+iou_t: 0.2
+anchor_t: 4.0
+fl_gamma: 0.0
+hsv_h: 0.015
+hsv_s: 0.7
+hsv_v: 0.4
+degrees: 0.0
+translate: 0.1
+scale: 0.5
+shear: 0.0
+perspective: 0.0
+flipud: 0.0
+fliplr: 0.5
+mosaic: 1.0
+mixup: 0.0
+copy_paste: 0.0

20231221-110135-pixel10000-YNDC_Person2/opt.yaml

@@ -0,0 +1,39 @@
+weights: /data1/Hatcher/model/Detection/yolov5-2.0/yolov5/models/hub/yolov5s6.pt
+cfg: /data1/Hatcher/model/Detection/yolov5-2.0/yolov5/models/hub/yolov5s6.yaml
+data: data/only_bird.yaml
+hyp: data/hyps/hyp.scratch-finetune.yaml
+epochs: 8
+batch_size: 88
+imgsz: 2176
+rect: false
+resume: false
+nosave: false
+noval: false
+noautoanchor: false
+noplots: false
+evolve: null
+bucket: ''
+cache: null
+image_weights: false
+device: ''
+multi_scale: false
+single_cls: false
+optimizer: SGD
+sync_bn: false
+workers: 10
+project: /data5/Train_Models/Detection_weigth/4090/202312
+name: 20231221-110135-pixel10000-YNDC_Person
+exist_ok: false
+quad: false
+cos_lr: false
+label_smoothing: 0.0
+patience: 100
+freeze:
+- 0
+save_period: -1
+local_rank: 6
+entity: null
+upload_dataset: false
+bbox_interval: -1
+artifact_alias: latest
+save_dir: /data5/Train_Models/Detection_weigth/4090/202312/20231221-110135-pixel10000-YNDC_Person2

Detection_onnx/202510/YNDC_20251010_yolov5_optimize/yolov5_YNDC_20251010_yolov5_optimize.wts

@@ -0,0 +1,384 @@
+383
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3d3aLine truncated
+bn.weight 32  3f8c2000 4036e000 40504000 401de000 3fa8e000 40096000 40080000 3faee000 3f7a4000 3fefe000 402e4000 3fa38000 404c0000 3fe04000 3f992000 402ac000 4016e000 4003a000 3fc48000 3faae000 401d4000 40156000 3f9bc000 3fd6a000 3ff22000 3ff4a000 3fa14000 403e8000 3fb22000 40268000 3f9b8000 4035e000
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3b79Line truncated
+bn.weight 32  3f8f2000 3f5e6000 3fc90000 3f4c6000 3fd7e000 3f148000 3f8c0000 3f8ee000 3f4ac000 3fd5a000 3f13a000 3f242000 3f84a000 3f202000 3f392000 3f4b4000 3f83c000 3fc04000 3f734000 3f61c000 3f3ca000 3f0b4000 40278000 40480000 4000a000 40030000 3ff1a000 3f900000 40112000 3f560000 3f004000 3f3e2000
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bcacLine truncated
+bn.weight 32  3f33e000 3f91a000 3f7a0000 3f8e4000 3f79c000 40058000 3f324000 3f9fc000 3fb02000 3f39a000 401ae000 3f8d0000 3f6d4000 3fab4000 3fadc000 3f94c000 3fc22000 400d0000 3fa8a000 3f356000 3f9c4000 3f4da000 3f6be000 3ff82000 4049a000 3fc1a000 40076000 3f9b4000 3f8ac000 3fbf4000 40040000 40248000
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bb97Line truncated
+bn.weight 32  3f518000 3feb4000 3feb2000 3fb70000 3fb44000 3fcde000 3fbaa000 3fb12000 3fd3c000 3fce6000 3fe26000 3fc52000 3fc9c000 3ff20000 3fdc8000 3f8ce000 3fc16000 3ff0e000 40122000 3fdc0000 3f9d8000 3fe02000 3fec6000 3fd0c000 3fb18000 3fee6000 3fe30000 40052000 4004e000 3ff64000 3f9d0000 3fba0000
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bd7eLine truncated
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+bn.bias 64  3dd16000 befb8000 3f52e000 3fb82000 3fa6c000 3f91c000 bee82000 3fff4000 3e858000 3e852000 bf546000 3ff74000 3f95a000 3e790000 3a2b8000 3f42a000 bfba6000 3e9d8000 3fbe2000 be94a000 bf050000 3e900000 3f95c000 be090000 3e21c000 3fdf8000 bfaa8000 be902000 bf302000 3f22e000 3e1a2000 3e944000 bf0a8000 bf2b6000 bd132000 3f9cc000 bee04000 bf6b6000 c009a000 be02a000 bf292000 beae2000 3f1c8000 beff4000 3dbca000 bf490000 3fc9e000 3e090000 3ebae000 3f930000 bdb04000 3ec80000 3f6fc000 3f0fc000 3e188000 3bc90000 3f0e2000 3fdca000 3fe24000 3da8c000 be84c000 bec5c000 bf06e000 3f45c000
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3a296000 3c4b4000 b9ad2000 bc55e000 3c072000 bcde6000 bbc4e000 3cd32000 bcbce000 bc772000 3c65c000 3bf7c000 3a366000 3c1a6000 3c06a000 3ad78000 bc550000 3b944000 b9b3e000 bcae0000 3c132000 3ae38000 3babe000 3c4b2000 bbdc2000 bcfc8000 3c858000 bc17c000 bcb44000 bbe40000 3bf66000 3c2a8000 bba1e000 3cbd0000 3cbe6000 bb9ae000 3cb26000 3d13a000 bd20a000 bbf84000 bc36c000 bd8dc000 bca46000 3c896000 bcb26000 bcdba000 bc0e8000 3c588000 3c020000 3b3e8000 3c14c000 3bf72000 bbbde000 baa90000 3a556000 bc0e8000 bc846000 b971c000 3c9be000 bce16000 3b366000 3c1a4000 bbb0a000 bc28e000 bc238000 bcebc000 bc93a000 bc202000 bd3cc000 bce52000 bc1ac000 bc920000 bca3a000 bb466000 bcf4e000 bc27e000 3c1ce000 bc600000 3b446000 3cea6000 bbe36000 bc1a8000 3c796000 bd200000 bcdd8000 3d100000 bd258000 bce24000 3d2b8000 bc21e000 bc20a000 3d5e8000 3b290000 bc438000 bb3cc000 bb0f0000 3b8fc000 bc2f2000 b9f7c000 39e46000 bc062000 3c250000 3bbe6000 bb882000 3cc18000 bbe94000 bc1ca000 3c248000 3c8e0000 bc3fe000 bbd9c000 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bb4Line truncated
+bn.weight 128  3f742000 3f20e000 3efee000 3fa5a000 3f30e000 3f5fe000 3f76e000 3f5da000 3f5e0000 3f414000 3f076000 3f976000 3f5a2000 3efea000 3f5ea000 3f00e000 3eeea000 3f722000 3f64a000 3f68e000 3f996000 3f932000 3f106000 3f3e6000 3f126000 3f3be000 3f462000 3f046000 3f832000 3f848000 3f440000 3f9f2000 3f6da000 3f8b0000 3f2f2000 3f64a000 3f170000 3f4c6000 3f5ae000 3f3a0000 3f580000 3f026000 3f12a000 3f854000 3f74a000 3f4a6000 3f634000 3f054000 3f524000 3f760000 3f580000 3f2e4000 3f24c000 3f570000 3f5f8000 3f5d0000 3f6b4000 3f8b0000 3ef62000 3f4a2000 3f7a4000 3f898000 3f97c000 3f6d6000 3f92a000 3f6e0000 3f358000 3f974000 3f658000 3f5a6000 3f28e000 3f2e6000 3f408000 3f628000 3f562000 3f8e4000 3f330000 3fa30000 3f242000 3f508000 3f782000 3f66a000 3f76a000 3f796000 3f42a000 3f882000 3f91a000 3f5e2000 3f4ce000 3f41e000 3f032000 3fda4000 3f714000 3f810000 3f536000 3f30c000 3ef16000 3f514000 3f65c000 3f6de000 3f544000 3f13a000 3f44a000 3f064000 3f6fa000 3f4fc000 3f5d4000 3f40a000 3f4a2000 3f9d6000 3f698000 3f756000 3f85e000 3f6ae000 3f07e000 3f530000 3f646000 3f47a000 3ef2e000 3f0a4000 3f600000 3f47a000 3f320000 3f648000 3f088000 3f66c000 3f65e000 3f426000
+bn.bias 128  bf2f6000 3f330000 3fa7a000 bf1b0000 be9d6000 beef6000 be8ac000 3e0d2000 bf312000 bec60000 3f52e000 bf694000 bf25e000 3f936000 bf5fe000 3fc24000 3fd56000 be54a000 bf278000 bf376000 bf154000 bf1ae000 3f882000 bf00a000 3f1b2000 be90a000 be73e000 3f640000 bda14000 bea94000 bf4b6000 bf0ec000 3ee06000 bf32c000 3f1b2000 bed88000 3e9ee000 beefa000 beb28000 3e7b8000 bf024000 3ff52000 3fb38000 be268000 bec44000 3dbb4000 bf528000 3fc68000 bcdf4000 be012000 be130000 bee8e000 3ec8c000 3eb1e000 bedc8000 bede6000 3e6a0000 bf468000 3ebf4000 bf25e000 bf60c000 bf8ce000 bf760000 be776000 bf59c000 bf968000 3e276000 bf8a4000 bec5a000 bf054000 3f67c000 3f2aa000 be826000 bf11a000 3b156000 bf47e000 3ddca000 bf800000 3fdc0000 bea46000 bee4e000 bf2c2000 bf158000 bf2b0000 bd376000 bf3da000 bf12a000 bf0fe000 3e300000 3f0ba000 3f4fc000 bf5c2000 bed96000 bee78000 bb2b2000 3effe000 3f9e2000 bef96000 bed86000 bf31e000 bf538000 3f2b2000 bf3be000 3fa44000 bee4a000 be378000 bedae000 be410000 be05c000 bf84a000 bf0fa000 bf0d0000 befa6000 3e5a0000 3ee66000 3e930000 bf1be000 bf08e000 3ff2e000 3fa0e000 bf336000 bf06a000 bef32000 bf8c4000 3f8c4000 befe8000 bdd02000 bf2ba000
+bn.running_mean 128  3f514000 bf76c000 bfaa2000 bf3ea000 be416000 bf482000 401a0000 be650000 be326000 3dddc000 bf02a000 3f222000 bc346000 bff1e000 be07a000 3fb16000 bf3f0000 3f84a000 bedb8000 bf922000 bf420000 3fb14000 bf886000 bf374000 bf6d6000 bf298000 3e97c000 3fa2e000 bea4e000 3df3e000 3cf04000 be1d2000 bf3aa000 3eae2000 bed86000 bfd62000 beab0000 3cd5e000 befe6000 3e23a000 be6e4000 bf796000 bece4000 3f9c6000 3d46c000 3ed1c000 bf00c000 bec92000 bf2ba000 bf348000 3e654000 3e9fa000 3f0c8000 3fdfe000 3e1c2000 bef12000 3f6fc000 3e022000 bf8ea000 bea54000 bd17e000 be864000 3d152000 bed72000 3ef9c000 3ead8000 bf364000 3e20a000 be82a000 bf396000 bfbaa000 bf242000 bf2f8000 bf4de000 be3a2000 3f028000 3e9a0000 bf63c000 3ef32000 bee3a000 3f696000 beb8c000 3e0ac000 bea68000 3f5ba000 be8e0000 3db18000 beba4000 3f74c000 3dd4e000 3f3a6000 bfaee000 3d8aa000 bddde000 bf484000 bf1a2000 bff08000 becc8000 bf3a2000 bee02000 bf538000 be97e000 bf656000 bf3de000 3eac4000 bda82000 bf808000 3ea76000 bfdf0000 bf956000 3e1e6000 bebfc000 3d3f0000 bf820000 bd3fe000 3fcb4000 bf1e8000 bf28e000 3f9f8000 bf942000 bd77e000 bf13e000 bd6d0000 3da68000 bf1b8000 beaba000 bf114000 beede000
+bn.running_var 128  3f22c000 3fa1e000 3f708000 3f4f0000 3eaa0000 3f1e4000 3f4b8000 3f8de000 3e9ec000 3ebac000 3f772000 3f216000 3f1c0000 3f50a000 3e9c4000 3f7c6000 3f77e000 3f82e000 3ed80000 3ee50000 3f7c6000 3fa3c000 3f650000 3e8b0000 3f64e000 3ec54000 3ed36000 3f78c000 3f8c8000 3f30a000 3ec40000 3f10a000 3ff8a000 3eebc000 3fb96000 3ed00000 3f01c000 3ed30000 3f092000 3f878000 3ec9c000 40036000 4005e000 3f738000 3ecee000 3fd78000 3ec62000 3fe3a000 3f054000 3f6e4000 3f5c8000 3ea1e000 3f334000 3ff14000 3ea76000 3f0c4000 3fc46000 3f256000 3ecb2000 3eb6a000 3eebc000 3ef32000 3f5b4000 3f1f6000 3eeea000 3ed0a000 3f448000 3f460000 3f3b2000 3ebf8000 3fb64000 3f55a000 3ed3a000 3ef8e000 3f13e000 3f030000 3ed20000 3f504000 40a24000 3ec4c000 3f120000 3ed94000 3eea8000 3ebd0000 3ef50000 3f142000 3f668000 3eb3a000 3f3d6000 3fa10000 3ef56000 3f860000 3f070000 3f9e0000 3f032000 3f21e000 3f49c000 3ec9a000 3f010000 3ea12000 3eb2c000 3f3da000 3ec0a000 3fa54000 3eb26000 3ee48000 3ee88000 3ea30000 3f4c8000 3f4b4000 3ea74000 3ef42000 3f416000 3fc74000 405ce000 3ff84000 3ef40000 3ec66000 3faf8000 3f97a000 3ea70000 3eb2c000 3e922000 3ef16000 3fb4e000 3ef06000 3f4a6000 3ebc0000
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3d0eLine truncated
+bn.weight 64  3f10a000 3f72e000 3f5be000 3f5c2000 3f13e000 3f72c000 3f3aa000 3f4b4000 3f506000 3f290000 3f1be000 3f8dc000 3f61e000 3f32a000 3f3a6000 3f6ca000 3f564000 3f50e000 3f7a4000 3f496000 3f5c4000 3f310000 3f188000 3f2b2000 3f474000 3f1fe000 3f154000 3f506000 3f4fc000 3f404000 3fac0000 3f258000 3f2fc000 3f1e2000 3f6e8000 3f970000 3f538000 3f35c000 3f3aa000 3f5b0000 3f29a000 3f5fc000 3f248000 3f624000 3f484000 3f13a000 3f782000 3f286000 3f882000 3f23e000 3f486000 3f486000 3f20e000 3f88c000 3f910000 3f83e000 3f1c0000 3fba8000 3f4c0000 3f2be000 3f2b8000 3f5b0000 3f882000 3fa88000
+bn.bias 64  3f8dc000 3f292000 3e758000 3eb40000 3eba4000 be94a000 3f628000 3e2b0000 3e896000 3ea74000 3f17a000 bf6a0000 3e982000 3f73e000 3f184000 3e0dc000 3e942000 3f300000 3ecf0000 3e7e6000 3f124000 3f816000 3f402000 3f8bc000 3f1a2000 3f076000 3f946000 3f40c000 3e5e0000 3f5e6000 beb0e000 3f9c4000 3fad4000 3fa74000 bf75a000 be2dc000 bf006000 3f2ca000 3eee8000 3dbfe000 3f47a000 3e23c000 3f34e000 3e97c000 bc828000 3fab0000 be488000 3f542000 bd93a000 3fc64000 bf0b2000 3f93a000 3f79a000 bf022000 bed48000 becd2000 3f586000 bf040000 3f326000 3f0da000 3f92c000 3d8fc000 bf606000 bdd94000
+bn.running_mean 64  bee36000 3df10000 bda5a000 3e17c000 be4a2000 bf080000 3d7f6000 3ec82000 3e4b4000 bcf04000 bc28e000 bdc0e000 be60c000 be28a000 bf008000 3e9d8000 be58a000 3c97a000 bf284000 bd364000 be102000 bf1fa000 becb8000 3e894000 bdaea000 be97e000 bdba2000 3e892000 bf2d0000 be68e000 3e840000 3e844000 bd3ba000 3f1fa000 be20a000 3e608000 3f042000 bed4c000 3d5b0000 bef72000 3de1e000 bebbc000 be556000 bdaf2000 bd348000 befee000 be590000 3eadc000 3ea3c000 3f13e000 3d832000 3c01e000 3ead6000 bec68000 beb84000 3e62c000 3e864000 3d9c6000 bd56c000 3dfb6000 3ee80000 3e804000 bd8b2000 3ed52000
+bn.running_var 64  3d9ba000 3df62000 3d41c000 3d494000 3d5b0000 3d1f6000 3d4b4000 3d514000 3dc6c000 3d316000 3d168000 3d520000 3dc92000 3d930000 3da08000 3d620000 3db14000 3daaa000 3e002000 3d754000 3db28000 3dae2000 3d1f4000 3d8de000 3d80a000 3d350000 3d9d4000 3dbee000 3d518000 3dab0000 3d8a2000 3e21e000 3dd98000 3d91e000 3d02c000 3e034000 3e116000 3d81e000 3d976000 3d858000 3d58e000 3da12000 3d2be000 3d870000 3d240000 3d85a000 3d748000 3d684000 3d40c000 3e088000 3ce0e000 3de88000 3d8a6000 3d528000 3d81e000 3dbec000 3d6f6000 3d8d2000 3d984000 3d7e8000 3d662000 3db62000 3cff2000 3dc3c000
+conv.weight 8192  3c382000 bd210000 3daf8000 bc3fe000 bd902000 bd214000 bc3fa000 bc11a000 bd86c000 3c79c000 bd18c000 bc712000 3ce7a000 bd998000 bd974000 bd6b0000 3b882000 3cd38000 bdd30000 bb20c000 bcbce000 bc828000 3cc28000 bbf06000 3c6bc000 bd1e2000 3da88000 3d66e000 bd026000 3d6b6000 bd85c000 bc688000 3d170000 3d398000 bc9b4000 3cec4000 3c168000 3da7e000 3a6c8000 3cbbe000 3cc82000 3d988000 b9cbc000 3c85c000 3d8a6000 3d8ce000 3b69a000 3d296000 3e02c000 3b9c6000 3cc92000 3c944000 3c5c8000 3d342000 bcba2000 3c52c000 bd9aa000 3b85e000 bcf96000 bd96e000 bbc52000 bbb3a000 3d450000 bd020000 bcf44000 bb34a000 3c246000 bb33a000 bddd4000 bd8aa000 3d528000 3de14000 3bde8000 bc03a000 bd48e000 bc446000 3dd58000 bc70c000 bd91c000 3cd7a000 3d920000 3c844000 bcd8c000 3d4e8000 bd97c000 3c830000 3d830000 bd02a000 bcf0e000 bbb96000 3c1a2000 bc8cc000 bd80e000 3d5aa000 3cf64000 bd940000 3d6c0000 bdae4000 3d9ee000 3ca74000 bdc32000 bd2c2000 3bf54000 bd72c000 bcbfa000 bd98e000 3cad6000 3d0a0000 bc12c000 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3d042000 3d1fe000 3d366000 3cdf2000 3d536000 3c374000 bd066000 bc0d2000 bd5b2000 3c06c000 bb808000 3c5cc000 bc934000 3be36000 bc5b8000 bd1c4000 3c68a000 bbdc0000 bcfd4000 3ca6a000 3d488000 bbb60000 bdb06000 3d6a4000 bd6e2000 bc5ec000 bd0d4000 3ca9e000 ba97a000 bc93a000 3cda8000 39244000 3ce22000 bd0e8000 bde84000 3c8fc000 ba298000 3d020000 3dad2000 bc85c000 ba3c4000 bdb00000 bdb2a000 bdac2000 bd43e000 bd64c000 3cb5c000 3c80c000 3be96000 3ce98000 3d148000 bcbc2000 bd4b4000 3cf40000 3c74e000 be07a000 bd27e000 bc8d2000 bd236000 bd91a000 bcfe0000 3d7c0000 bd946000 bdc1e000 3a698000 3be64000 bd66e000 bcea4000 bd2ea000 bc5c0000 3c922000 bb9ee000 3ccae000 bd478000 3c942000 bc116000 bb090000 bbc42000 3d98e000 3abce000 3d030000 3c1c8000 38966000 3cb9e000 3c8b8000 bd08c000 3ba06000 bca9e000 bd2e4000 bd6f2000 3c580000 bd34e000 bd244000 bd3e0000 bc7e4000 3db66000 3d508000 bcf88000 bbd5c000 3c7ec000 bd31a000 bb716000 3cd80000 3baca000 bc3a4000 3d73c000 bd928000 3c124000 bd4b4000 3d804000 bc1c6000 3afde000 bd010000 bcf4e000 3ce9c000 bc1aa000 3d12a000 bc554000 bc524000 3cdd4000 3d062000 3d330000 3c59e000 3d4ba000 bdd88000 bd324000 bc8ac000 bb76a000 3c186000 3cb98000 3cdea000 3c566000 bbe5e000 bd694000 bd4b0000 bcda2000 3e01c000 3dbd6000 bccbe000 3aa52000 bd9ac000 bd6e8000 bd204000 bd370000 bc778000 3d170000 3d388000 bcf6e000 3d530000 bc7a8000 bc80a000 bc82e000 bd5a6000 bd25e000 be0da000 3d092000 bd008000 bc1de000 3d8ee000 3d984000 bd896000 bd860000 bbc8c000 3d3b0000 bcf70000 bb90c000 bc254000 3cbe4000 bb632000 bc23a000 3d178000 bca90000 bd5e4000 3aa06000 3c1c8000 bdb98000 bd5c6000 3c544000 bc758000 3c652000 3ce3c000 bc9f0000 bc62e000 bcd1a000 3cb74000 bc1ae000 3c03a000 bae50000 3d226000 bc094000 bd8bc000 bbe38000 3d73a000 3b4ae000 bcf80000 3c052000 3d246000 bc858000 bcd26000 bd5a4000 3c010000 bd952000 bc43e000 bd288000 3c0b0000 b9664000 3dcfc000 bc9ce000 bb96a000 3be24000 bd174000 bd3bc000 3cec2000 bb572000 3cf5a000 bc972000 bc0a4000 3d912000 bb474000 3c9a8000 b7650000 3c8b8000 bd3ba000 3baf0000 bd45a000 bccb6000 3b382000 3d0e8000 bc9ec000 3b39a000 3da42000 3c45a000 bca88000 bc5d2000 3d2c2000 3c108000 bcdee000 bbea6000 3ca5e000 3c0d6000 bd29a000 bc9b2000 bc2e6000 3c018000 bd3ce000 39bc4000 bda76000 bd520000 bbf32000 bd306000 3c89a000 bd208000 bcb22000 3d9ca000 baaae000 3d3b0000 bb2ac000 bcc82000 bd25a000 3c880000 bcad4000 3c214000 bbb74000 3d110000 bbb40000 bd2f0000 bcbc0000 bca6e000 bab9a000 bc9b8000 bd444000 bd060000 3d470000 b9832000 3d27c000 bc9d8000 bd85e000 3d610000 bd474000 3d934000 3af74000 3b574000 3d5ec000 3ce56000 bcf4e000 bc96e000 bcde0000 bc838000 bc054000 bc694000 bc0d8000 bc4fc000 bd072000 3b452000 3d5c0000 3a518000 3c85a000 3d1dc000 bceec000 3c206000 3b008000 bdba4000 3d6a8000 3aa54000 bc960000 3d490000 bd61a000 3d89a000 3d1f0000 bd084000 3d560000 3cfb2000 3c1be000 3bf76000 3d640000 bd676000 3d7fc000 3de5a000 3dc8c000 3d2cc000 bb00c000 3c930000 3bdde000 3c30e000 3d32a000 3d5c4000 3c6bc000 ba60e000 3cb6a000 3c32c000 3bf84000 bc968000 bd9ae000 bc44Line truncated
+bn.weight 64  3ea76000 3f076000 3e80c000 3f034000 3e42e000 3e810000 3f24e000 3eac2000 3efa2000 3e674000 3e446000 3e83e000 3e9a4000 3f554000 3e842000 3f208000 3e62c000 3e900000 3ec56000 3e576000 3e93e000 3ee2c000 3ea78000 3e874000 3e830000 3e6d4000 3e896000 3ef90000 3e74c000 3f700000 3e8c4000 3e926000 3f3c0000 3eda8000 3ef92000 3e80e000 3ea7e000 3e48e000 3ea20000 3ee96000 3e87a000 3e8f0000 3ec7a000 3ec42000 3eb28000 3f1e4000 3f556000 3eb82000 3e97a000 3ea26000 3e668000 3f73c000 3ee12000 3ec3e000 3ec74000 3e7e0000 3e51e000 3e8b8000 40014000 3e668000 3e8d8000 3eb56000 3ec5a000 3f10a000
+bn.bias 64  3edd6000 3d9c4000 3e97c000 bf32a000 3f614000 3edb6000 beda6000 3dc9e000 bd52e000 3f552000 3f49a000 3efdc000 bed58000 bf12c000 3f0d8000 bf162000 3f8aa000 3f106000 3ca46000 3f5aa000 3f1ce000 3d462000 3bbe8000 3f1ea000 3f3fc000 3edb4000 3f116000 be724000 3f454000 bf63a000 3ee80000 3f1f0000 bf602000 bda84000 be80e000 3f18e000 3e5ac000 3f4fa000 be162000 bea0a000 3ea62000 3ecfe000 be14a000 bdd30000 bd738000 bf14e000 bf334000 bc1de000 3f1d0000 3e1bc000 3fa04000 bfcec000 beaa6000 be220000 3e710000 3f4a0000 3f3ca000 3f1be000 c0126000 3f7fc000 3f64c000 3d30c000 bc20a000 bdf9a000
+bn.running_mean 64  3e744000 3daaa000 bea16000 3ebf4000 3ec9c000 3e9fa000 bf23c000 3e89c000 3f284000 beaa6000 3ea18000 be9f6000 bcc18000 be0b6000 3e136000 be1a6000 3f244000 3e600000 3ee9c000 be486000 bf53e000 bbe2a000 be784000 3d588000 befc8000 3e7de000 bea38000 becec000 beb1c000 be7b6000 bceb6000 bf102000 bcf2a000 be2f8000 3e12a000 bf1a0000 3ea8a000 be57a000 be530000 3e872000 be8ea000 3f1b6000 bdcb8000 bf04c000 be796000 3e9c2000 bf2d6000 3e442000 bddee000 3c978000 bf06e000 beb98000 bf1a0000 be636000 3e2b8000 3e2b4000 beee6000 3ed0c000 beab6000 bbf04000 bedc2000 bc9b8000 3e05a000 bc616000
+bn.running_var 64  3dcb4000 3ddbc000 3d33c000 3cb5e000 3d3ac000 3dcaa000 3d88c000 3d5d0000 3d91c000 3d5de000 3d242000 3d636000 3d122000 3db42000 3da68000 3dad6000 3e068000 3dac8000 3da48000 3d662000 3daee000 3e082000 3d364000 3d7c0000 3d8ea000 3d50c000 3db1e000 3d4ec000 3d59e000 3d6fc000 3da78000 3d7d2000 3d8aa000 3d744000 3d8fe000 3d5b4000 3db32000 3d4b0000 3d1ea000 3d414000 3d176000 3dea0000 3d520000 3d8a8000 3d53e000 3d3c6000 3d962000 3d7c4000 3d64e000 3d616000 3da26000 3d898000 3d330000 3d4fc000 3e0c0000 3d8b2000 3d48e000 3e260000 3dca8000 3d8be000 3dbf0000 3d3ca000 3d964000 3dc32000
+conv.weight 4096  3d99e000 bd8e4000 3c552000 3ca5e000 bd8b8000 bd2cc000 bb88e000 bd2ea000 bd0c4000 bcc2c000 bc84e000 bcb2e000 bc330000 3a9c0000 bd6be000 3d8b2000 bbd82000 bc928000 bd626000 3d870000 3c884000 bc560000 3c914000 3d094000 bd3b0000 3c77c000 3bde6000 3d244000 3d6d4000 bce1e000 bc5f0000 bcad0000 bd004000 bd3a6000 3cf8a000 3ceb6000 bd4ec000 3d972000 bd0a0000 bc530000 bc6e6000 bbb86000 3adca000 bc088000 bdc64000 bd83c000 3b962000 3c9e8000 bda3c000 bdfa6000 bd734000 bd6b0000 bd028000 3ac86000 bc0b0000 be06e000 bd1fa000 bd90c000 bcb90000 3cd72000 3c9e4000 3c042000 bd18e000 bcbfe000 bc4ce000 3db70000 bad76000 3b928000 bcbee000 3b322000 3d3a2000 bbcf6000 bc7e0000 3d586000 bc73a000 3cc0a000 3d2a8000 3cfee000 3c908000 3d664000 bcc92000 bbcbc000 bc5c8000 bc9e8000 3d17e000 bce80000 bd388000 3dca8000 bc9d4000 bc086000 bcdc4000 3c61e000 bca00000 3d578000 bd5a0000 3c84e000 3cbea000 bd060000 3def8000 bccf2000 bd94e000 bd378000 badce000 3d15a000 bd84e000 bdc1c000 3dbb2000 bbf74000 bc940000 3b80e000 3d086000 bba24000 3cbd6000 3d932000 bd28a000 3cac2000 3c91c000 38b58000 bd838000 3c28a000 3c276000 bd136000 bd36c000 bd7aa000 bd188000 bcda6000 3cd52000 3be54000 bd2d6000 3ca2c000 bd556000 3d522000 3d1ae000 bc572000 bb26a000 bc9ae000 bb5ec000 3ad62000 3bda4000 bbf18000 3c748000 bd09c000 bc5d6000 bd09c000 3bd34000 3d908000 bcb8a000 3bdee000 3c9c6000 bd0e8000 bd192000 3dec0000 3db20000 bd974000 baef4000 bba14000 3d09a000 3d458000 bd7be000 3c9f4000 3b376000 3ccae000 3d2a2000 3c81a000 bdc4e000 bc824000 bc7aa000 3c9ac000 3cf00000 3cb8c000 bcece000 bc72e000 bd416000 bd264000 bccb8000 3d8ae000 bc69e000 bd0ba000 bbedc000 bcd7a000 bd01e000 3a6ba000 bcc58000 bda8a000 bb1ec000 bda34000 bcad2000 3d6b4000 bd72a000 3b3fe000 3c830000 3af30000 bd8f0000 3b794000 bcc0e000 3c234000 3c384000 3c23e000 bbfa6000 3bff4000 3e1e8000 3cbe2000 bb04e000 3e068000 3b212000 3c896000 3da40000 bd948000 bb242000 bdbc4000 3d5fa000 3dc50000 bd1a4000 bd42e000 bd1d0000 3b818000 bb644000 bd39a000 bc824000 be29c000 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3ceeLine truncated
+bn.weight 64  3f34e000 3f784000 3f6f8000 3f4de000 3f0ba000 3f66c000 3f53c000 3f28a000 3f0f6000 3f6f2000 3f2ac000 3f472000 3f012000 3f14a000 3f53c000 3f718000 3f418000 3f73e000 3fa30000 3f2e4000 3f394000 3f864000 3f95a000 3ef5e000 3f584000 3f83a000 3f678000 3f862000 3f24e000 3f7d0000 3f794000 3f746000 3f42e000 3eac6000 3f602000 3f94c000 3f734000 3f3d4000 3f896000 3f5c8000 3f4e6000 3f0fe000 3f5ac000 3f526000 3f5d6000 3f606000 3f43a000 3f686000 3f58e000 3f5a4000 3ef92000 3f5ce000 3f77e000 3f686000 3efcc000 3f8e4000 3f404000 3f3f2000 3f5f6000 3f666000 3f27c000 3f57e000 3f806000 3f42e000
+bn.bias 64  3d858000 bc170000 bec20000 3eaa4000 3f6e6000 bea38000 3e672000 3f254000 3f9f4000 3e9ba000 3dc0a000 be9a4000 3f5bc000 3f0d2000 3d436000 bf000000 3ed60000 bf0f8000 bd39a000 3f8b0000 3e5b6000 be80a000 bdd9a000 3f9aa000 bf76c000 bf190000 be338000 bf85a000 3f142000 bf424000 bf6c6000 be8b0000 3d866000 40784000 3e688000 bdf9a000 3b3ee000 3ea6c000 bec2c000 be586000 bf54a000 3fb50000 bf098000 bf09e000 bd0ca000 bea98000 bc100000 bee5c000 bf0d8000 bebf0000 3f8d2000 3cd60000 bf68e000 be6c0000 40122000 bee52000 3e010000 3e334000 bec98000 bcd60000 3f25c000 bf46e000 bf814000 bd908000
+bn.running_mean 64  be34c000 be788000 3cbe8000 3dd78000 3c9d2000 bd956000 be17c000 bddb8000 bdeac000 be46e000 be170000 be02e000 bd824000 beacc000 bdf48000 3dd4a000 be3a6000 bdc92000 bddf4000 be06c000 bdd44000 be5c8000 be6b4000 be2c6000 bdf54000 bc86e000 3d932000 bddf2000 bd060000 bd23e000 bdeb4000 bdab8000 be95e000 3d9a4000 bb186000 be5bc000 3d25a000 bd9a0000 bde18000 bea70000 3d36e000 bec9e000 bd6be000 bdf4a000 3dd48000 3daee000 3cb94000 bd526000 3e16a000 bdfca000 3d41e000 bcdce000 3db82000 bd3d8000 3e1a2000 3d858000 bde82000 bcbf4000 be3a6000 bd60e000 bdcf4000 bb5f6000 3e01a000 be59a000
+bn.running_var 64  3ba88000 3bb9e000 3b910000 3bdf4000 3bcd0000 3bf34000 3bdde000 3bcb0000 3bfbc000 3c268000 3b998000 3b9a6000 3c07c000 3c22e000 3bd88000 3b9c2000 3bb28000 3bb12000 3c9a4000 3bfa4000 3b818000 3c168000 3c2c2000 3ba8e000 3b4a0000 3bf70000 3be7a000 3b9da000 3bb36000 3b8c2000 3b968000 3b900000 3b800000 3c072000 3c010000 3c1e2000 3be3c000 3bff4000 3be7e000 3bf5c000 3b996000 3c226000 3b9f0000 3b7ac000 3bfc4000 3b8ee000 3bf02000 3bece000 3b7b2000 3b8c2000 3b842000 3c004000 3b8b4000 3bba2000 3c762000 3bdb6000 3bc0c000 3bdd2000 3b896000 3c0e6000 3ba46000 3b806000 3baa8000 3b9fc000
+conv.weight 36864  ba53a000 3d16a000 bc648000 bb73e000 bda82000 bb79c000 3cb0e000 bcc0a000 bc03e000 bc030000 bc102000 bb230000 3bdbe000 3daf8000 3cbe2000 bcaca000 3ccac000 3c134000 3bd1a000 bb418000 3cc6a000 ba610000 bd23e000 bcd90000 3cc76000 bc9b8000 bc9d2000 3bf08000 bc530000 393a4000 3ca2a000 3b2aa000 3c77a000 3c4b6000 3b434000 3b984000 3a9e2000 3c050000 3c09e000 bcf3e000 39b50000 3d0c2000 3c49e000 3bb60000 3c224000 3a886000 bbcd0000 3b6d4000 3cf24000 3cec2000 bb8c0000 3cd94000 bc22c000 bcab4000 3c218000 3b92a000 3c8dc000 3b8b0000 3dcc8000 3d19a000 3b0ba000 b89c0000 3bbd2000 bb2d2000 3c482000 3c600000 3b182000 3d1ea000 bc378000 39bec000 bca74000 bc9f0000 bd3ee000 bd434000 bd2ca000 3d38a000 3db78000 3d17e000 bcb5c000 bd172000 bcf76000 3b850000 bd156000 3cbc0000 bc588000 3d820000 3a788000 3ca7e000 3bc7e000 3b946000 3c93c000 bbc06000 3c664000 3bfb6000 bc98c000 bd460000 3ca8c000 bb9f8000 3c144000 bbbe8000 3c136000 ba234000 bc34e000 bd472000 bc6ce000 3c24e000 3c042000 bc508000 3b848000 bb858000 bb08e000 bd054000 bd216000 bbf2c000 bd0c6000 bc128000 bd090000 3c63c000 3be80000 3bd8a000 3cd26000 bce7e000 bc9d4000 3c04e000 3b6ba000 3cda4000 3c7a8000 3b996000 bbe90000 3d324000 bc226000 bbcd4000 3adb4000 3c3f4000 3c422000 bb846000 3adac000 3bec4000 bd742000 bd2da000 3b3ac000 bc3d0000 bc9f8000 3c432000 3d04c000 3b4b2000 bb2e2000 3cb6e000 3c4ea000 bd0d6000 39fce000 3cd6e000 bc1a6000 3b0c0000 bcc40000 bb63e000 bc7f6000 bd8f0000 bc0f8000 bcda6000 3c67c000 bc206000 bd082000 bc82c000 bd002000 bc56c000 3d8cc000 bbd6c000 bc8ba000 3c82c000 bca0e000 bc8ec000 3a8e2000 bb7fc000 3c4a8000 3cf4c000 bc82c000 3cbd4000 3b95a000 3ae86000 bcbec000 3ba9e000 3cdde000 bbea2000 bb2ac000 3c930000 bc61e000 bbace000 3b364000 bce62000 bd9c2000 bd1e6000 bc9aa000 bd090000 bc8d4000 bc43e000 bced4000 bbbcc000 3b694000 bc23a000 3a9a4000 3d8b0000 3d4a8000 3d30c000 3d0c6000 3c15e000 3cad0000 bd24a000 3cccc000 3ccf6000 bccd4000 bc936000 bc1bc000 3c6a8000 3cfc8000 3c722000 3c378000 bcdf8000 bb954000 bc86a000 bc588000 bcd36000 bac20000 bcbe2000 bc8d2000 bc216000 bcfdc000 3cc44000 bbfd2000 bc1f6000 bbd4a000 3c1be000 bbad4000 bb362000 3c834000 3cdf0000 bb0de000 bcd0e000 bc7c6000 bc69e000 3ccaa000 3b2ac000 ba2f6000 3c778000 3d07e000 3ca54000 bcc3c000 bd7b4000 bcb9a000 3b3a2000 bca6a000 3c748000 3c69a000 3a89a000 3d080000 bd02c000 3cdbc000 3d068000 bc32a000 bcef8000 3c5d8000 3ca68000 bcd1e000 bc90c000 bd1b2000 bd994000 bcd9c000 3b96e000 3cf9c000 bcc28000 bb8de000 b9e2a000 3c41c000 3c1da000 bcc9c000 bbbea000 3cae8000 bcc4e000 3bece000 38644000 bcda2000 bc950000 3c9e8000 bc2dc000 3ce22000 bc75c000 bb6fa000 bb01a000 3ce18000 3c282000 3c0b2000 3bc5e000 bca84000 3c9b2000 3b5d6000 bbbd6000 bbafe000 3c412000 3d1c2000 bbf48000 3d026000 bd7ae000 bcc54000 3c55c000 3c136000 bc806000 bd09c000 3c3e4000 3c8e2000 3aa1e000 bd6f8000 ba0fc000 3b660000 bc3ac000 bc100000 bc7b2000 3c1ea000 3ace8000 bc036000 3caa2000 3c3c4000 bcb88000 bcb18000 bce62000 bcad6000 bd1f2000 bcd2c000 bc72a000 3c962000 bc83e000 bb548000 bc5d4000 bbde2000 3cb8c000 3d39c000 3c1f2000 bc5be000 bd772000 bc184000 3c0f8000 3c822000 3c0ae000 3c14c000 3d0d8000 bc244000 3c982000 3cd2a000 bcc8a000 bca94000 3bd0e000 bc4c8000 bcf34000 bcf7e000 bc94c000 3b238000 bc770000 bc12e000 3bca2000 3ac7e000 3ba10000 3c472000 3b116000 3aaf6000 bd18c000 bd1c2000 bcb3c000 bb38c000 bd10a000 bcbc4000 bd0fa000 bc99e000 bcb7e000 bcdcc000 3dac4000 3c9bc000 bbfea000 3ab4c000 38f3a000 3ccd4000 bd336000 3c4e8000 3d166000 bd30c000 3c590000 39b0a000 bc884000 bc894000 3c530000 3ca5e000 3c69c000 bc682000 bce1e000 bd27c000 3a8f2000 bc980000 bbfc4000 bbcac000 bbea8000 3cf70000 3cace000 bcbee000 bc3ca000 3c73c000 3c4ea000 3c818000 3b818000 bc896000 bb09a000 bc2cc000 bd178000 bbe38000 bcec8000 bd086000 bc812000 3c182000 3b7c8000 3c5f2000 bbe8c000 bd42a000 bc992000 3b77a000 3b2d4000 3b9c6000 bb028000 bd168000 ba926000 3c552000 bd064000 bcfca000 bc2ae000 bcb40000 bb31e000 3b9ea000 bc850000 bc8ca000 b9fb8000 3c8b4000 bc570000 3ceaa000 3a4f4000 bbf2c000 3bbb0000 3bc66000 3bbb0000 bc668000 bb25c000 3bc5e000 bc89c000 3c150000 39b56000 bd126000 3b742000 3c1b6000 3d3c4000 bcb2e000 3c8f4000 bbc8e000 bd2be000 bc9b0000 3ceb0000 3af44000 3bc98000 bd2e8000 3cdea000 bce50000 bc8ce000 bbdb6000 bd328000 ba82c000 bcaa0000 bc374000 bd356000 bb486000 3bd30000 3b494000 3c576000 3ba6e000 bbb7c000 bd08a000 bc1f2000 3c85e000 bc50c000 3ad10000 3c7bc000 bced4000 bcb40000 bd448000 bce12000 bd280000 bd3ca000 bb612000 bc90a000 bce04000 3c10a000 bb240000 bcc1e000 bb96a000 bb844000 3bc58000 bc210000 bb940000 bcbce000 3d4ae000 bbdf0000 3ba58000 3d2d8000 3c794000 bd75c000 bc21c000 3bc74000 bd0f0000 3c946000 bb8fe000 baf94000 bcecc000 bca56000 3d906000 bcd98000 3cbc8000 3bedc000 baedc000 3c9fe000 3b6a0000 bcbae000 ba424000 bd348000 bd784000 bbe30000 bb900000 bacec000 3ba44000 3b83e000 bcaee000 bc92e000 3d230000 b9ff4000 3ae18000 3bf44000 3ca8a000 3d224000 3bbd2000 bd154000 3c9ce000 39f06000 3c2b8000 bb6d0000 3c8f6000 bc456000 3c118000 3cb5a000 3cf1e000 3cdea000 bd756000 bccLine truncated
+bn.weight 64  3f41c000 3f024000 3f020000 3f18c000 3f024000 3f152000 3f398000 3ec04000 3f10c000 3f08a000 3f102000 3f2ba000 3f070000 3f090000 3ecce000 3f424000 3f240000 3f1b4000 3f55e000 3f094000 3eede000 3efaa000 3f05c000 3f386000 3f1b0000 3f29a000 3ec08000 3f300000 3f2b2000 3f2a0000 3f466000 3f54c000 3ed5c000 3ed72000 3f2e0000 3f094000 3f1fa000 3f306000 3f18e000 3f210000 3f014000 3f62a000 3f532000 3f3ce000 3f368000 3f188000 3efb0000 3f26a000 3f206000 3ec2a000 3f17e000 3f0b2000 3ed7e000 3f1d4000 3ed86000 3f098000 3f48a000 3f472000 3effa000 3f12c000 3f2d6000 3f126000 3ee66000 3ed30000
+bn.bias 64  bf20c000 bdce0000 bef7c000 be710000 be316000 3e56e000 beec6000 3f9c4000 befac000 bec00000 bf40c000 bf288000 3dcc4000 be9b4000 3f21a000 beee8000 3e576000 bf322000 bf810000 bf350000 3e038000 3dd48000 bf2ba000 bf7c8000 bf538000 3e03a000 bdb0c000 be586000 bf65c000 bf7e6000 be31c000 bf9c2000 3f64a000 bea96000 bf2ee000 bf0da000 be4ea000 bec42000 bf92e000 bf424000 bf0d2000 bf010000 bfa98000 bed5c000 be31a000 be16a000 3eaac000 be72e000 bf438000 3f090000 bee14000 befe6000 3ecba000 bf200000 3f302000 bdcf8000 bf60e000 3d0f6000 3f0c2000 bf93a000 bf8c0000 bef32000 be9c4000 3d980000
+bn.running_mean 64  be920000 3cd6e000 bf292000 bda4e000 3e016000 3e448000 be15c000 3ff00000 3eb5e000 3e8ae000 be91e000 3f0b0000 3f334000 3ea4a000 3df2c000 bdd32000 3f498000 bf11c000 bf192000 bf42c000 3f3ce000 bd106000 bd252000 3ec8e000 bed58000 3fa92000 3ce36000 3e3f4000 bcf14000 bdbe8000 be322000 3ebbc000 3ff2c000 bf618000 be998000 bf254000 3e3c8000 3f0ee000 be9fe000 bea60000 3e3a8000 3f082000 3e32e000 3e8b4000 bc264000 bf3fa000 bee16000 be846000 bea6c000 3d156000 be176000 bf310000 c02b6000 bed30000 3f940000 3e542000 3ee6c000 be21e000 3f0a8000 be1c2000 be9d0000 beea6000 3e330000 bf1b8000
+bn.running_var 64  3e060000 3e0b6000 3dae0000 3ddce000 3dd3a000 3e550000 3e068000 3e328000 3ddb6000 3dc22000 3da30000 3db9a000 3e2b4000 3e16e000 3e5e4000 3e12a000 3e810000 3dc4a000 3e0b6000 3d972000 3e388000 3e026000 3d73e000 3db0c000 3dd74000 3e3f2000 3dde4000 3df46000 3dc42000 3d826000 3e366000 3db16000 3e376000 3d88e000 3db4e000 3daa4000 3e51e000 3e084000 3d808000 3dc84000 3d8e4000 3e3a8000 3dd40000 3de5a000 3e232000 3dbd4000 3e1a4000 3e49c000 3dd6e000 3e046000 3e2d4000 3dd78000 3de8e000 3db98000 3e274000 3df5e000 3ddf0000 3e94c000 3e00e000 3d6c4000 3db92000 3dd30000 3d962000 3de2e000
+conv.weight 4096  bd426000 3d9cc000 3d2da000 bd2dc000 bbda6000 3c3f8000 3d672000 bdc0c000 bc03a000 3d39c000 b98e2000 bd8cc000 3cef8000 bd19c000 3d2b6000 bb70c000 3d978000 3d76c000 3ce50000 3d1b2000 3d820000 bcc08000 bb770000 3cc1e000 3d956000 3b974000 bbe72000 bbf34000 3d8c2000 3c9f6000 3cadc000 bd006000 bde52000 3c4a4000 3c7ca000 3debe000 3d73a000 3c20c000 3cba4000 bd2f2000 bcd3c000 3d824000 bd8ca000 bcd26000 3d240000 3c350000 3d984000 bd0a2000 3c0b2000 bd094000 bc7c2000 bd8de000 3d40e000 bbdbc000 3b1cc000 bcf78000 bcad0000 bd980000 3bc66000 bcab4000 bcba0000 3d5d8000 bd558000 3cb24000 be12e000 bd98e000 3d6dc000 bd276000 3c0f0000 bd83a000 bdcbe000 bdba4000 bd218000 bcf8e000 bd40e000 3d7b6000 3ccac000 39e70000 3bd80000 bd98a000 3cd64000 bd5fc000 bd696000 3cb06000 bbdd0000 3c5b0000 bbe7c000 3d430000 3bc60000 3d25e000 bd18c000 bd118000 3bef0000 3b9c6000 bdd9a000 3d00c000 3d436000 bd426000 bca5e000 3db5c000 bcdbe000 bd97c000 bcc2a000 3c456000 3c9a8000 bc38c000 3b2c2000 3d0d2000 bc5ba000 bca5c000 bd18c000 bd830000 bb802000 bd2c2000 3a7f6000 bc996000 3dbca000 bc402000 bd6ec000 bdc3a000 3d4d2000 bd454000 bc5f0000 3ceba000 bbdd4000 bc090000 3d494000 bdc14000 3c150000 bd126000 bd0de000 bd022000 3d328000 bda5a000 bbf06000 bd87a000 3e166000 bd546000 bd2f2000 bb9d2000 3d984000 ba8f6000 bda5c000 3b38c000 bdd42000 bd842000 bd376000 3d2be000 3d0f6000 3c61e000 bcba6000 bb3a2000 3cea0000 be2a4000 3cf74000 bd71e000 3b85a000 3c9b2000 bbdba000 3c6a2000 bc830000 bcdf0000 3cb80000 bc48a000 bd8e0000 bc382000 bc410000 3bd26000 3cd86000 bcdce000 bdaae000 bd51a000 3c83e000 bccec000 bcba2000 bd4a0000 3cf02000 bd106000 bb00e000 bdafa000 3c110000 bd8e4000 bd12e000 3d242000 be472000 bcbfc000 3c6de000 bccee000 3b156000 3c1b8000 bd56c000 bbf92000 be0a8000 3c29e000 3dc2a000 3c932000 3c3d4000 3d99c000 bda06000 bc8c4000 3cb52000 bd626000 3c6a4000 3b73e000 bd8cc000 bd2b4000 3c1f2000 bd2bc000 393aa000 3c814000 bda76000 bd586000 bd0e4000 bca04000 3e34e000 bc766000 3c776000 bdf36000 bd8f6000 3cb5c000 3bda8000 bd348000 bc4aa000 bd01e000 bd036000 bd46e000 bb838000 bce62000 3b212000 bd0e0000 bd388000 bd3bc000 bd010000 bcaa2000 3c3b0000 bbbca000 3d0d0000 bd0ba000 bd156000 3d130000 bd88e000 bda06000 bbe44000 3bc4e000 bd06c000 39826000 3cdfa000 bbd98000 bd20c000 bc9e4000 bd52a000 bd3e8000 3a996000 bcba8000 3d462000 3cb28000 3d458000 3c1b4000 bcae4000 bd49e000 3cb92000 3c5e4000 bc4ae000 3d0fe000 3c87e000 bca44000 3cb52000 bda84000 bc54c000 bc93e000 3d0b8000 3c874000 bce68000 be39c000 bd08a000 3cf76000 bcd78000 bd252000 bcd2e000 bd97c000 bd2d0000 bc674000 3d45e000 bd356000 3e130000 bd2f0000 bd10e000 bbb58000 bc9c2000 bd9d0000 3ccfa000 3c12e000 bc196000 bcb08000 bad6c000 3bdde000 bcba2000 bc296000 3bd64000 3bea6000 bdc0c000 3cc74000 bcf06000 39bc2000 3ca88000 bdc02000 3d650000 bd0e2000 3d0c4000 3d4ec000 bd006000 3d4a2000 3c17e000 3b86e000 bcbea000 3d796000 3cab0000 bd362000 3d00a000 3d236000 3d11a000 3bace000 bbca2000 bcb74000 bc64e000 bb38e000 bd404000 3c5ba000 bc192000 bd4ea000 bd77c000 bc942000 3d1c4000 3cd5e000 3d8fc000 bc14a000 3d16a000 bbff8000 3cda8000 3b4b2000 bd8ee000 3cda8000 bcbe8000 bd8cc000 bb772000 ba00a000 bdd4c000 bd35a000 baa6e000 3ca1a000 bd70e000 bc51e000 bc5ac000 bd030000 3cac6000 3e004000 3de12000 3c086000 bccf6000 bb802000 bd4b0000 bdd56000 3a0d6000 3c0c2000 bd884000 bb8e8000 3d438000 bc2d4000 3dba4000 3d8d4000 3daca000 3cd10000 3d5f8000 bc3aa000 3cf9c000 3d3ec000 3d0e6000 bca2e000 bc280000 3d14e000 bc92a000 bcbb6000 bb82c000 bcf74000 bd58e000 bd020000 3d6e2000 bd520000 3d7f2000 bdc56000 3c89e000 3c2b2000 bc7a6000 3c27a000 bd3b4000 bd7d0000 bc9e4000 bd34e000 bce2e000 bd4d8000 3b018000 bc178000 bbefe000 bd456000 3d7a2000 bc574000 3de54000 3d2ea000 bd958000 3c0e8000 bdd4a000 bd91e000 3d7a8000 bd3b8000 3c630000 3a8c6000 3cd12000 bd854000 bce94000 3bec4000 bd1de000 3d098000 bd8d6000 3ce22000 3d378000 3cd90000 bd692000 3d154000 3bcda000 bcd3a000 3bf16000 bd2ee000 3ccda000 3ca82000 bcfdc000 3d43a000 3be08000 bb7ee000 bd54e000 3c1ae000 bcb7a000 3d060000 3bbd0000 3d172000 3d84e000 bd688000 bc0fe000 bd012000 bd272000 bcd34000 3ccd6000 bdc4c000 3bab6000 bc14c000 bcef0000 3d17c000 3cac6000 bda7c000 bd18c000 bcdfc000 bd620000 bd90c000 3de62000 3d4d2000 3cb3e000 3d860000 bdc80000 3c468000 bc956000 bcdf2000 bcc3c000 bc69c000 bc2f6000 bd25e000 3d99a000 3d70a000 3c4c4000 bc96a000 3cdba000 bbcec000 bddb6000 3c0f6000 bc4dc000 3cffa000 bc742000 b9adc000 bdcfa000 bd2ce000 bc820000 bd882000 3d476000 bcfb2000 3c690000 bb8d0000 bd87c000 bd044000 3da9a000 3d176000 bd0a2000 bdbfa000 3ccce000 3cbac000 bd95e000 3cb2a000 3cecc000 bca54000 3b858000 bd684000 bcb4e000 bd60c000 bc4d8000 3b3c0000 bd39a000 bccc6000 bd1c8000 3c372000 bd11e000 bdbf0000 3bc6c000 bc7e8000 bcf9e000 bd9f0000 3c456000 bba0c000 bcbae000 3ca42000 bc4c6000 3d9e4000 3de9e000 3be5a000 bd454000 3cafe000 3d90c000 3d5a6000 bc992000 bca90000 bcbf8000 be280000 bd90c000 3c888000 bbf1c000 3ccb0000 bcd78000 bd3b4000 3c97c000 3c1ba000 bd370000 3d914000 bbbdc000 bd962000 3cda8000 bd00e000 bd9c4000 bc95Line truncated
+bn.weight 64  3f3d2000 3f500000 3f182000 3f468000 3f568000 3f5c6000 3f384000 3f1c4000 3f57a000 3f548000 3ef1a000 3f320000 3f494000 3f10a000 3ebfa000 3eece000 3f1a6000 3f518000 3f4c4000 3f210000 3f60e000 3f15a000 3f124000 3f5c6000 3f726000 3f6fa000 3f58c000 3f694000 3f394000 3f210000 3f32e000 3f1c6000 3f16a000 3f502000 3ec16000 3f206000 3f564000 3f302000 3f6b8000 3f3aa000 3f81c000 3f262000 3f5b6000 3f1dc000 3f650000 3f3e2000 3f4f2000 3f464000 3f2e6000 3f624000 3f734000 3f2f8000 3f366000 3f660000 3f582000 3f61a000 3f62a000 3f620000 3f56e000 3f518000 3f384000 3f282000 3f030000 3f662000
+bn.bias 64  bec04000 bec9a000 3e81e000 bf376000 bf30c000 bf7ac000 beab6000 bd650000 beeb2000 bf7fe000 3eb5e000 bdab6000 bf0b8000 3e95a000 3f4da000 3f41c000 3ec2e000 bd804000 bf8c0000 bcabe000 bf9b6000 3df82000 be10e000 bf338000 bf85a000 bf57e000 bf11c000 bf5bc000 be1c0000 bf198000 be7d8000 3dc80000 bcc8a000 bf092000 3f590000 bd1c0000 bf424000 be8f4000 bf660000 be8fc000 bf750000 becf0000 bf07c000 bcd4c000 bf47a000 bec26000 bf5bc000 bf016000 bf0c6000 bf4c8000 bf710000 bef0c000 be550000 bf8ea000 bedfe000 bf256000 bf7b6000 bf086000 bf044000 bf566000 bde64000 be850000 3d92e000 bf68e000
+bn.running_mean 64  3db04000 be434000 bec44000 be768000 3db64000 3e28a000 3d39e000 3dace000 be43a000 bdfac000 bec16000 be7c6000 bec04000 bdc1e000 bccba000 3daf0000 bf09c000 bee04000 be064000 3dae0000 be832000 be142000 bde30000 be7aa000 3d28e000 be08a000 be018000 3d87a000 be10c000 bbee8000 bdd16000 be494000 be400000 bcb90000 be272000 beb36000 3d7dc000 bb13a000 bc610000 bdc20000 bce7c000 3d728000 bea26000 be9e8000 be01e000 bdaa2000 bea4e000 bc44a000 3bc1c000 be2be000 3ea28000 be872000 be884000 be79c000 bd202000 3daa2000 bd080000 be4f8000 be12c000 bda80000 be8d4000 be9e2000 be6bc000 be922000
+bn.running_var 64  3ccf6000 3cad2000 3c8a4000 3c726000 3c8cc000 3cb00000 3c886000 3c654000 3cd74000 3c804000 3c4f4000 3cbc4000 3c810000 3cf2c000 3c4ec000 3cb10000 3cbb0000 3cc18000 3c71e000 3cd26000 3c87c000 3ca26000 3c474000 3c920000 3c976000 3ca84000 3c884000 3cfb6000 3cdd8000 3c624000 3c9a6000 3c950000 3c668000 3cbcc000 3c55e000 3ca1c000 3c8b2000 3c954000 3c9a4000 3cc76000 3d078000 3c6b6000 3ce24000 3c86c000 3c51e000 3cbba000 3c930000 3c700000 3c9d4000 3c6b0000 3cb6e000 3c80e000 3cdfc000 3cbee000 3cd92000 3cad2000 3cb28000 3c9d8000 3ca7c000 3c98e000 3cf74000 3caec000 3c424000 3c632000
+conv.weight 36864  bcf78000 3c75e000 3c98e000 3cef8000 3ca4e000 3ce92000 3b980000 3d0d4000 3d282000 3cd08000 3c864000 3bf42000 3c94a000 bd1f6000 bce38000 bbcc0000 bcfe6000 bc074000 bb86e000 ba83c000 bcfd8000 bd248000 bc9e2000 bcbdc000 bc898000 bbe20000 3c1e2000 bca3a000 3cadc000 bc3d6000 3c4b6000 bbb78000 3c310000 3ca88000 3c0c6000 3a1ae000 bc446000 3b006000 3c7b6000 ba860000 bcff6000 3bb8c000 bc2cc000 bace8000 3bb02000 bc842000 3d7a0000 3c25e000 3c87c000 3c814000 3c304000 368c0000 bc174000 3c85e000 3b742000 3c976000 bc810000 bcb56000 bbd46000 3c1ce000 3c04c000 bbbf8000 3ba40000 bdc22000 bc664000 ba868000 bcdae000 3ca54000 3b0be000 bcfd4000 3c2e8000 ba5ce000 bd9bc000 bd590000 bc59c000 bd86c000 bcdc0000 3c012000 bbc82000 bca08000 bc18a000 bcce0000 bb68e000 bc8f8000 3a974000 bd9f4000 bccde000 bb538000 bcba6000 b90d6000 3cd46000 3b526000 3cbd8000 bc1da000 3b9a6000 bc8a6000 bc6c0000 3ce5e000 baa90000 bc7ee000 bc4cc000 3be9e000 3ce8e000 bcf8c000 bbcc8000 bab14000 bbf3a000 3a164000 3cb6c000 bc430000 3c032000 3d1f8000 bd182000 bcde2000 bcf0a000 bc692000 3c712000 3d2d6000 3ce92000 3c5f8000 3d460000 bc1fa000 3c62e000 3b966000 3bf7c000 bb4c2000 3ca1e000 bc3f6000 bc780000 3d3ee000 bdaac000 3c386000 3b39e000 bae2c000 bc90a000 3c372000 3cc42000 bbb1a000 3c506000 bba2c000 bc3a0000 3c7a8000 3bd98000 3ba3a000 bbd6c000 bd27c000 bbb0a000 3d848000 3d0d4000 bb4ca000 3b532000 3cad4000 3c782000 bd2ae000 3bbbc000 3ca20000 bc9e2000 3d14a000 bb92e000 3c9f2000 3b5b4000 3c39a000 bb41a000 bd00c000 badfe000 3c076000 bc0c0000 bc402000 bc342000 3c8bc000 bcbee000 3d1f0000 bc0e4000 3b8a6000 bc568000 bc5aa000 bc004000 3c8b4000 baab8000 bb86c000 39e18000 bd0a8000 bbc70000 3be6a000 bd1a6000 bc582000 bd2ae000 3c5a0000 bbb34000 bc5fe000 3ca68000 bbe02000 3d816000 bb912000 bc0cc000 bae34000 3c252000 3a4b2000 3c93a000 3d1f0000 3b060000 3ccfc000 bd8a8000 bc2d8000 bc1b8000 3c1aa000 3a928000 3c4d2000 bc30a000 bcb70000 bd400000 3ba4e000 3c6e4000 bceb2000 39a4a000 3cc9a000 3d1a2000 3d7e2000 3c8b8000 3c1da000 3c59c000 bc86c000 ba140000 b91ce000 bc260000 bbf96000 3bd56000 bcde8000 3ca9e000 3bac6000 bd032000 3c00c000 3bc8e000 bb7f2000 3d5c2000 39d08000 bbbfc000 3d17c000 bc23a000 38e9e000 bb572000 bc9b2000 b85ec000 3dba6000 bd064000 bc5b0000 3d76e000 bda16000 bb16e000 bc66a000 ba2a2000 38fd2000 bc98c000 bcd04000 3c412000 bb0c0000 bceb6000 3c52c000 3cc2a000 3b174000 3be38000 bc7e4000 bc28a000 3b28c000 3cc46000 bd0a0000 3b88e000 bb7fe000 3c042000 3c486000 3c5be000 3c3c0000 3c040000 b9e0c000 3cb1e000 3b1aa000 bc522000 3b114000 3cbb2000 3d8f0000 bcd7c000 3ac88000 bd8d6000 3d840000 3c2ac000 3bff0000 3c8de000 3c20c000 3db62000 bc924000 3ba14000 3caa4000 3cf3c000 3c070000 3be38000 bce92000 3c828000 bcd56000 3c99a000 baf1e000 3cefa000 bc788000 bc7b0000 3b90c000 3bf64000 3c3f8000 3cc02000 bacda000 bb090000 bcc04000 bca80000 bc29e000 bc4ae000 bbec0000 ba59e000 bc560000 3d1d0000 3ca48000 bd312000 3ab38000 3b4e6000 ba9d4000 bcbf6000 bb0ea000 3c448000 3d3d0000 3cd84000 bccee000 3ade4000 3c4e0000 bbc22000 bbc5a000 3ba70000 bcfb0000 3d04a000 3cec0000 3cc28000 bc246000 3c60c000 bb22a000 3ce98000 3a0e4000 3cfea000 bc0de000 bc648000 3c2c8000 3c178000 3c22e000 bae96000 3cbda000 bbfc8000 bd824000 3d388000 bb814000 bcadc000 bca06000 bd116000 3c462000 3c8ec000 bb262000 3dd72000 bcd00000 bcc42000 3bd40000 bc094000 3b96a000 3cd2c000 3cc9c000 3c17c000 bc954000 ba794000 37510000 bbc46000 3cbe6000 bc7ac000 bbb06000 3c09c000 3ca94000 bc4b2000 3b5a6000 3d0bc000 bd2cc000 3d670000 3d676000 3cee4000 bbe62000 39ab6000 bd02e000 3b992000 3cae0000 bdd0c000 bb3aa000 bc3d6000 3afde000 bc3b8000 3b772000 3bfa8000 bc0fc000 3bac2000 bb9ac000 3d38a000 bb536000 3cab2000 bc448000 bbba0000 3d00e000 bd03a000 bcddc000 bcf88000 bdc04000 ba882000 bc660000 3bbae000 bb640000 bb2b6000 bc8b4000 3c8c6000 bcf40000 3ce0a000 bd1e4000 bd0a0000 3c7c0000 bbe36000 bbb2e000 bc396000 3ced6000 3de5c000 bb86a000 3c2cc000 3b7ea000 bc9f0000 bcb3e000 bc0ae000 bbbfe000 3c006000 3c8b6000 bd0e6000 bb8ca000 3c09a000 bbe40000 3b296000 bd01e000 bbb2a000 bcfb0000 3c42c000 3ba52000 bc274000 b9ac0000 3c072000 bcadc000 bc508000 3c1bc000 3c968000 bc394000 bc41e000 3c402000 3cc5e000 bba78000 b9142000 bd190000 bca56000 3bdde000 bc472000 bd17a000 bc10a000 3b81a000 bca60000 3c264000 bd12c000 3bc98000 3b5b8000 3c9cc000 bb49c000 3c15e000 3d132000 3d03c000 bbcfe000 bb5d6000 bd0a8000 3c19a000 bd3c4000 3d34a000 bcb5e000 bc0a4000 bcaf4000 bcedc000 bbf84000 bcd00000 3af6e000 bc69e000 3ce92000 bb822000 3c27e000 bb2ee000 bbb1e000 bd31e000 3c280000 bb9ba000 3c0a4000 3cf70000 3c98e000 bc2aa000 3b974000 3bd2c000 bc0f4000 bd3ae000 3b988000 3da22000 3b01e000 bbc1e000 3c8f4000 3c2aa000 bcb0c000 3b4cc000 bc076000 bb086000 bcc9a000 3b9c8000 3b04c000 3c846000 3c592000 bcd46000 3d1a2000 bac6c000 bc650000 bcd4a000 bd0ec000 bc772000 bc7a0000 badde000 bbd94000 3d260000 3c49a000 3bc90000 3da38000 bd034000 3be80000 bc064000 3bb1a000 bca16000 3b00e000 bcd98000 3c054000 3c3e4000 bd26a000 bc454000 bd14c000 bc860000 3c2cc000 3d732000 bcf6a000 bc67a000 3d122000 bd6Line truncated
+bn.weight 64  3f38a000 3f172000 3f1f6000 3f0fe000 3f4f8000 3f9d8000 3f1bc000 3f0f2000 3f464000 3f26a000 3f690000 3f8de000 3f2c4000 3f57a000 3f052000 3f59a000 3f30a000 3f268000 3f0e4000 3f44c000 3f53a000 3f2c6000 3f73e000 3f932000 3f804000 3f480000 3f810000 3f926000 3f76c000 3f970000 3f330000 3f8e2000 3f81e000 3f8e6000 3f472000 3f330000 3f11a000 3f83c000 3f698000 3f14a000 3f8dc000 3f9aa000 3f8e8000 3f7b6000 3f81c000 3f2da000 3f11a000 3f5a6000 3f7ea000 3f0b6000 3efd8000 3f32e000 3eee0000 3f5ee000 3ef04000 3f2c4000 3f970000 3f898000 3f0c8000 3f814000 3f4dc000 3f566000 3f552000 3f014000
+bn.bias 64  3f292000 3f99e000 3f592000 3f9de000 3ed46000 bf7fe000 3eb38000 3f758000 3f46a000 3f502000 bed86000 be346000 3f930000 3f726000 3f9b4000 3dffa000 3efca000 3ed74000 3fbb4000 3d648000 be4f8000 3f0dc000 be41e000 bd67e000 bf3dc000 be8b2000 3ed9c000 bf696000 beafa000 bf8a4000 3e8e2000 bf7f0000 3f640000 bf3f2000 3ce20000 3f160000 3f3e8000 be96a000 bf1ec000 3fc4c000 be548000 be9d4000 bec2a000 bf458000 bf44c000 3e4a8000 3ed62000 be8fa000 bf59c000 3f8a6000 3fadc000 3f364000 3f7d4000 bea8c000 3f970000 3ed3a000 bf438000 bef40000 3ee2c000 bef96000 be878000 3e294000 ba546000 3fea2000
+bn.running_mean 64  3d246000 3deec000 3e2b4000 3ceb2000 3e528000 3e20e000 3c490000 3e30e000 3e9ec000 3e306000 3ca4c000 3e86e000 3d1d6000 3e7da000 bdda6000 3e0fe000 3cb12000 bdffc000 bda48000 3e418000 3dd52000 3d958000 3e2f2000 3e298000 3d922000 3d89a000 3d2d0000 3df1c000 3c050000 3cab8000 3c4b8000 bc44e000 3ec44000 3d3ac000 3d458000 3cc5c000 bdd3e000 3e3f4000 bda2a000 3cc6c000 3d7e4000 3d042000 3e0ce000 bdbb2000 3d264000 3d234000 be470000 bca1a000 bd36e000 3e730000 3e014000 3ebcc000 bddd0000 3e182000 3e1a6000 3ca78000 3d744000 3e3e8000 3e7ea000 3dc28000 3df9e000 3e642000 3d93e000 bdecc000
+bn.running_var 64  3d8b6000 3d71e000 3d4b8000 3d25c000 3d43e000 3d134000 3d01c000 3d704000 3d7f6000 3d36c000 3d430000 3d86a000 3d8b2000 3d92c000 3db64000 3d3f0000 3d99e000 3d45a000 3d268000 3d5fa000 3d7c6000 3d1aa000 3d304000 3db86000 3d462000 3d4dc000 3dad0000 3d256000 3d440000 3d250000 3d440000 3d480000 3dbbc000 3d102000 3d624000 3d476000 3d90c000 3d5ac000 3d5d0000 3d62a000 3d592000 3d844000 3d8aa000 3d1d0000 3d048000 3d508000 3d63c000 3d2f8000 3d342000 3d5b2000 3d50a000 3d62c000 3d480000 3d424000 3d320000 3d38a000 3d50a000 3d8dc000 3d242000 3d5fa000 3d5aa000 3d58a000 3d36a000 3d83a000
+conv.weight 16384  3ca4a000 bd4be000 bd5a2000 bb3c0000 bc94c000 3aee8000 3c016000 bd0c2000 bda72000 3d324000 be1f6000 3ca9a000 bdbea000 bd2b8000 3d962000 bbe9a000 3d9f2000 bc490000 3db60000 3e15e000 3d6ae000 bd26e000 bccf0000 3d264000 3cfe0000 3cfe0000 bd15c000 bd20a000 bd92e000 3c990000 bd906000 ba810000 ba22c000 bd656000 3d580000 bc146000 3e46c000 3b9a8000 3d16e000 3d91a000 3c888000 3de70000 3c5a8000 bd1d0000 3c99a000 3dad4000 3d2e4000 bd5c8000 3bc0c000 bcbac000 bd254000 3d2ee000 bdf10000 3d8d6000 bda90000 bc3e8000 3a924000 bca9a000 bcfa2000 3ca86000 bd048000 3c954000 bcbba000 3d82c000 bd2ca000 3a080000 3cae4000 bcc12000 3dab0000 3c7aa000 bcf5e000 bc1de000 bd698000 bd42c000 bd6ea000 bc998000 3db30000 3daba000 bc8bc000 3d3f8000 3cdb0000 bd090000 bc298000 bb998000 bd854000 bb356000 bd52a000 bc96e000 3d05a000 bd928000 bdeac000 bd3a2000 3cbc4000 3ce52000 bd47c000 3d35e000 bd4f6000 3cc06000 3c9ee000 bcda4000 bd240000 3d6f4000 bcaba000 bd3f2000 bd050000 bc1ba000 3c0b2000 bdaac000 bb440000 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bd2e6000 bd8ee000 3c0ce000 bdd0a000 bcc6a000 3d3da000 3ca9c000 3cb28000 3d114000 b9df0000 3d448000 bb92c000 3c3c6000 3d0de000 bc2ee000 bd1de000 bc1b0000 3c89a000 bb1ae000 bd59e000 bdb1a000 bda14000 3b2f4000 bb2f8000 bc616000 bc160000 bb1ee000 bd13a000 bc494000 bd6f2000 bcbbe000 3c0e8000 3cc7a000 3c872000 3cdf8000 bd396000 bc3f4000 3cfe8000 3c8ae000 bce6a000 3bccc000 bc2dc000 bc14c000 bc704000 3d3d2000 3bfb0000 bd3f8000 bd8e2000 3d2b8000 3d770000 bc862000 3d93a000 3d2c8000 3d6a6000 3c57e000 bd6a0000 bdce6000 3d4a6000 bd086000 3c594000 be0aa000 3c864000 bcd22000 bd3aa000 3be26000 3c792000 3c9cc000 bd55e000 bda00000 3d13e000 bbcba000 bce76000 3d27e000 3c97a000 3d022000 3e010000 bd7c8000 3c7bc000 bbbde000 bd024000 bd2c4000 bd5be000 bd29a000 3c93a000 3cc58000 3de0a000 bcefa000 bd43e000 3d238000 bcda8000 be418000 3df96000 bb884000 bcde8000 bcb4e000 3c7fa000 3d290000 3d232000 bc51c000 bd7a0000 3c4f8000 bc396000 3d3e2000 bca74000 bbe40000 bd47e000 3c250000 bc6b6000 bd096000 3c3a8000 3c6bc000 3d3d6000 bcba0000 bc168000 3d0cc000 bc5ee000 bc1d4000 3ccd8000 3cf58000 bc428000 bdc6e000 bbff4000 3b59a000 bbc1c000 bbf38000 3c916000 bbe42000 bbe9e000 3a2f2000 bb870000 bcaac000 3c2f4000 3c9f2000 bcebc000 3d226000 3cbae000 3c89c000 3c1d8000 bd2f6000 bd16e000 bbcb8000 3bcce000 bb892000 bd2d8000 bd650000 bc3be000 3d1d0000 3c890000 bb87a000 3d11e000 3be92000 bbbae000 3a478000 bb890000 bcecc000 bd05a000 3b03a000 bc516000 bd71c000 3bed8000 bcf36000 bcc1e000 3bc48000 3b2e2000 3b18c000 ba6c2000 bc27c000 bbd2e000 bc89c000 3d062000 3c3c6000 bd428000 bd43c000 3cf70000 bcf3a000 bd0d6000 bd044000 bd0e6000 3d2f6000 3ab9e000 3d098000 3cce0000 bbf6e000 bca76000 3c2e6000 bb22a000 bd3e0000 bd59c000 bc99c000 bcbfe000 bc958000 3c2f8000 bceb2000 3c586000 bbd0e000 bc816000 bd5b0000 bbcba000 3c95c000 bcc9c000 bc9f4000 bd858000 bc7e6000 3b222000 bd16a000 bd7a4000 3cb3e000 3bb56000 bcce0000 3ccdc000 3a57e000 bcada000 bb724000 bd22c000 3c84c000 bd1ee000 3d990000 3c55e000 bd128000 3ce70000 bc0a2000 3d232000 bc894000 bd27a000 3bb5c000 bc9b8000 bc028000 3c020000 bd2b8000 bd130000 3cc96000 3c0e4000 bc87a000 bc704000 bd164000 3a7d2000 3d74a000 bcc7c000 3cc26000 bc1ac000 bbadc000 ba6a6000 bc728000 3c942000 bc124000 3d11c000 be36a000 bc764000 3d904000 be31e000 bd93c000 3db42000 bb834000 bc28e000 bc2b4000 3e27e000 bd80c000 bd850000 3ca52000 bd794000 3e0b8000 3c2b2000 bcbda000 3c33a000 bded4000 bde76000 bcb6e000 bcf10000 3d3dc000 be56a000 bd0b4000 bcdec000 bccb4000 bcdfa000 bcf8e000 3df9c000 3ca8c000 3c31e000 bb322000 bd44a000 bc05e000 bd4ba000 369e0000 3d616000 bb95a000 3beb6000 3b526000 3d0e6000 bca0e000 3db5a000 bd382000 3d3fe000 3d210000 bdcc6000 3c8de000 bd026000 bafb0000 3cfb2000 bd914000 b9bf6000 3db4c000 3d46c000 3c81c000 3d186000 3dec8000 bd2ca000 3e018000 3e024000 bd8be000 3cbea000 3d982000 bd2d6000 3d402000 3d8e0000 3d05a000 bcdfc000 3d686000 3db64000 bd2e8000 3d214000 bc292000 bd01e000 3d118000 bd4a4000 3d24c000 3d5d6000 bca96000 bcd8c000 3d0b0000 3bd5a000 3c41c000 3db4c000 3c8a4000 bc3Line truncated
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3c8Line truncated
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3b6Line truncated
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bc9Line truncated
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3cbLine truncated
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3d19a000 3bLine truncated
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389Line truncated
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3caLine truncated
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3b1Line truncated
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3b1Line truncated
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bcaLine truncated
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3d1Line truncated
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3aeLine truncated
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3cbLine truncated
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3d1Line truncated
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bc4Line truncated
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bbcLine truncated
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bc0Line truncated
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3a4Line truncated
+bn.weight 64  3f5f0000 3e8fe000 3f3a6000 3f87a000 3f49a000 3f034000 3ec9a000 3e85c000 3e924000 3f2c2000 3e984000 3edb4000 3ef0e000 3f3cc000 3f2ac000 3f04e000 3ec0e000 3f4da000 3e9d6000 3f400000 3f356000 3f136000 3f380000 3f3e8000 3f410000 3e8e8000 3e8bc000 3f848000 3f224000 3e95c000 3f7d2000 3f5ec000 3f0aa000 3e864000 3f188000 3efb0000 3f25a000 3f3e4000 3e944000 3f370000 3f13c000 3f4d4000 3f374000 3f570000 3f146000 3f1ae000 3ea26000 3f3b2000 3f57a000 3e88a000 3eb18000 3e9f6000 3f2b4000 3f19c000 3f118000 3ee7c000 3f074000 3f1d2000 3f39c000 3f300000 3e64a000 3e86e000 3f0c4000 3e8bc000
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3cfee000 3cbdc000 bcaa4000 bcef0000 3cc1e000 3c114000 bbbee000 3c942000 bd7d2000 3d220000 bd8d8000 3cf6e000 bcc4a000 3a544000 bbcfe000 bc9a6000 bd9be000 3cba8000 bdeda000 bc126000 bcd96000 bbe9a000 3d994000 bdf82000 3cd76000 3b95e000 3b6e0000 3c9a6000 3a9ca000 3d16a000 3d36a000 bbf5e000 3cdd8000 bcab2000 3d0b8000 3d97c000 3c818000 3b5da000 3c972000 3dad0000 bc4d8000 bd85c000 3d616000 bc74e000 bcb20000 3cfec000 bd114000 bd610000 bca16000 bc0ee000 bc3ce000 3b90a000 3d6b8000 3d3a0000 bd186000 3cc68000 3d210000 3cbc4000 3cbf4000 bc928000 3c028000 bda32000 3c814000 bba52000 3cd98000 bd616000 3a06a000 bc128000 bc90c000 3e472000 bd4bc000 bd260000 bcc90000 3bdea000 bc280000 bc212000 3d3b4000 3d2ca000 3ca8e000 bca14000 3d1ba000 3c39e000 3cf16000 3daac000 bc4e0000 3d8e0000 be060000 3d0b2000 bc26e000 3d17c000 3cf80000 bc5d6000 3ab5e000 bcffc000 bd362000 bc8c6000 3c27a000 bd9e2000 bc644000 bcece000 bc6a2000 3c4b6000 bdd2a000 bcdf0000 bd0cc000 39658000 bce24000 3c130000 bd06a000 3d174000 bc208000 bcb6e000 3c32a000 be2ac000 b87cc000 bde56000 bd190000 bc19c000 bc628000 bc53e000 3dfb0000 3c91e000 bd078000 3da40000 3d6da000 3cd16000 bda3a000 bd822000 3c26c000 bcfca000 bd5e2000 bd2f6000 3cbba000 bd3c0000 bb08e000 3c8e6000 3ae44000 3ca24000 bc138000 bd756000 bc7f4000 3bf60000 3d05a000 3cb82000 3e024000 3d97c000 bd08c000 3cdc2000 bd758000 3d70c000 3d484000 bd83c000 3d238000 bcea8000 b9d0a000 bc6b8000 bcdce000 bd982000 3cfb2000 3bdc8000 3c4b2000 bd5f2000 bd84a000 bcc8a000 3b42c000 3c8ae000 bcc9c000 bbcda000 b9f8a000 bcfe2000 3cb70000 3d964000 bde72000 bb400000 bd8b8000 3c3dc000 3cb78000 bcccc000 bcc10000 bb266000 be108000 bc916000 3d458000 bc960000 bd87e000 bcb4a000 3b95e000 bce36000 3cae6000 3d694000 bd866000 bc80c000 bbba0000 3dd56000 bcbc6000 bbd60000 3bcaa000 3d824000 3d876000 3d0c6000 bc98c000 bcf2c000 3d138000 3d306000 bbec8000 b9a60000 bd19c000 3a0b6000 bd366000 3c808000 bd082000 bc89c000 bbf96000 bd022000 3dcc4000 3d904000 3c528000 3b1a2000 bbf4e000 3ce02000 3d7fc000 3d684000 3c880000 3a7c2000 bc05e000 bd4d8000 bba96000 3d1c6000 bb5d2000 bc7bc000 3c1f0000 3c426000 bc786000 bd806000 3cee6000 bccf4000 bce4e000 3d324000 3cb3e000 3c9d8000 3cb88000 bd78e000 bd51a000 3d678000 3c9a6000 bc1a0000 3e17c000 3b7aa000 3e028000 3c22e000 3d3fa000 bafe0000 be286000 bb8f2000 3aaf6000 bca08000 38150000 bbfe0000 bd43a000 bd35c000 3c7fa000 bd1dc000 3bf4e000 3d1ca000 3c008000 3c478000 babd0000 bcf76000 bcc2c000 3baa6000 bae28000 bd342000 3d98c000 bdc90000 bc958000 3d482000 bd43a000 3ca18000 3d262000 bd776000 3cf86000 bcdb8000 bbed8000 3a41a000 3c860000 bd610000 3ca52000 bb88e000 bae30000 ba368000 3cb02000 3c4aa000 bbaf4000 3b700000 3d158000 bc1e2000 37e00000 bcdbc000 3c1e0000 3d486000 3cb16000 3cf02000 3dad4000 bd612000 bd036000 3d09e000 bd65e000 3bd82000 3d856000 3c766000 3cd90000 ba594000 bd924000 3c786000 bc380000 bda0c000 3cd0a000 3da4e000 bd8d8000 bd496000 39d60000 b98c4000 bd2be000 bd024000 3c89c000 3c4ae000 3c356000 3da06000 3d284000 bcb54000 3c21c000 bdb16000 bb650000 3d01Line truncated
+bn.weight 64  3f108000 3f2ac000 3eeb8000 3ebba000 3e83a000 3f276000 3e8d4000 3ecd6000 3ee58000 3f162000 3f1ae000 3f162000 3f060000 3f17e000 3f5c4000 3f484000 3e982000 3ea72000 3f55e000 3f4a0000 3ea0a000 3f312000 3f160000 3f30c000 3eff0000 3efdc000 3f17c000 3e9da000 3f424000 3e9a2000 3f0c0000 3f718000 3f4d0000 3f4e4000 3e852000 3f5dc000 3f244000 3f2aa000 3f70a000 3f4c4000 3f31e000 3f648000 3f0b8000 3f804000 3f114000 3f51c000 3f60e000 3f42e000 3f6f2000 3eb20000 3f148000 3f350000 3f29e000 3f470000 3f160000 3eeec000 3f540000 3f2f0000 3f228000 3ef16000 3f532000 3f1ea000 3f606000 3f1d8000
+bn.bias 64  be3b2000 bcb08000 3f7a2000 3f0dc000 3fcc0000 bf508000 3f6a2000 3e83a000 3e282000 bde00000 be5d6000 be77a000 3dacc000 3c26a000 bef62000 bf552000 3f736000 3f436000 bf77e000 bf712000 3f410000 bf392000 be48c000 be97e000 bea10000 3e0ee000 bf5a4000 3f970000 bf4a6000 3fdc8000 beae4000 bfcfe000 bf8fe000 bf1f6000 3f9e0000 bf820000 bedbc000 bf29e000 bfaa8000 bf408000 bf046000 bfb9c000 3f4de000 bf97a000 bd3de000 bf9c0000 bfabc000 bf366000 bfa20000 3f344000 be860000 bf302000 bf502000 bf644000 bceac000 be4aa000 bf6a2000 bee26000 bef0c000 bd7c6000 bfd58000 be7c2000 bf69e000 beb68000
+bn.running_mean 64  bd9c8000 3ca02000 bcc82000 bda34000 bdffa000 be34e000 3e038000 3cee4000 3dd70000 3e662000 3d8ce000 3e2a8000 3b972000 3d35e000 be8a0000 bd518000 3d304000 3e3bc000 3d676000 3e522000 bd5b4000 3e23a000 3bf42000 3e170000 3d136000 bc1f2000 3b98a000 bd4d6000 3c910000 3ec06000 bd02c000 be098000 bc09a000 bd85a000 3da8a000 3dc8a000 3c844000 bdff6000 bc9a0000 3dc46000 bb570000 bdc50000 bd988000 3e5ae000 3c0e0000 be3bc000 3e57e000 bc512000 be500000 3e402000 3e294000 3dad4000 bd080000 bb5ae000 3d824000 3e37c000 3d494000 3bf52000 bdd6a000 3d8b4000 bda48000 bd5b6000 3dbca000 3d934000
+bn.running_var 64  3bbf0000 3bfe0000 3cd20000 3b9d8000 3bb9c000 3b442000 3b932000 3b4de000 3b4fe000 3c9ec000 3bc94000 3c180000 3b6da000 3c9fe000 3c3b6000 3b8cc000 3ba8c000 3b254000 3c19e000 3bd62000 3bdc0000 3baca000 3bb74000 3b6f6000 3bad4000 3b536000 3b906000 3bab4000 3bc2a000 3c274000 3bc1c000 3b49c000 3b77c000 3bc12000 3b84a000 3c04e000 3c270000 3bbbe000 3bc1c000 3bd58000 3c37e000 3b4ec000 3cc96000 3bc6c000 3b8ba000 3ba0c000 3c044000 3b6b6000 3c0c8000 3bcc2000 3b9f0000 3bda2000 3bb34000 3bda0000 3be16000 3b896000 3c0b8000 3b508000 3c008000 3c104000 3bc94000 3be8c000 3bc7a000 3b778000
+conv.weight 36864  bb5e8000 3d0e8000 bc1f6000 bc8c0000 3d010000 3c87a000 bc99a000 3bf28000 3c4f0000 3ae34000 bcd6e000 bb586000 bba8a000 bc352000 3cdc0000 bbd0c000 3bf70000 3ce6a000 3aed2000 3ca5e000 bcc28000 bc07a000 3c8f4000 3a88c000 3c1d0000 3ca0a000 bb946000 ba3fe000 3b2cc000 3c988000 bbfb6000 bd162000 3c530000 bb776000 3b16e000 3c38a000 3be32000 3cf06000 bd368000 badb2000 3d378000 bd88e000 3b4d6000 3c566000 bd638000 3b70e000 3b358000 3b906000 bc102000 bbe92000 3cd9c000 bc0ec000 bb6c0000 3c696000 bbd1c000 3c3e2000 bd032000 3ab14000 3d064000 bd490000 bbd80000 3cd9e000 bc85e000 3b200000 3d4e6000 3bdaa000 3a882000 3d49a000 bcc50000 3b81a000 3d16a000 bbf44000 3bab4000 bbdc4000 bc760000 bb21e000 bc8de000 bcd26000 3c4dc000 bc88e000 bb8ec000 3d006000 bbf34000 bd4a4000 3d416000 3ce74000 bdb5e000 3d484000 3c080000 bd804000 3ba00000 3c08e000 3ce4a000 b9c68000 3b81c000 3cc4a000 3bbee000 bcb02000 3bb9c000 bca52000 bd2b2000 bcc2a000 bc91a000 3c846000 bbdda000 bce0a000 bce28000 bc0b4000 bb766000 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bbc34000 bcac6000 3bf92000 bb370000 bbb36000 bc0e4000 3cc00000 bcb06000 bb82c000 bba80000 3cb3a000 bc02a000 bc3f0000 3c782000 bb6d0000 3c81e000 3c84c000 3b0f6000 3d1c4000 bcf5a000 ba7ae000 3baac000 3c83c000 3c3f0000 3c930000 3d018000 3b8c6000 3c05a000 3cd42000 3c170000 3c554000 3bdba000 3b0ee000 3c0ca000 bb14c000 bcb56000 bb31e000 3a390000 3b8c2000 ba420000 3b468000 bc496000 bc9b8000 3a2e0000 3c9ac000 bc6cc000 3b104000 bd11a000 3caa2000 3d028000 bd45c000 bd026000 3d2a4000 bceca000 3cd5a000 3d752000 3c3d2000 3c8d8000 bd3a0000 3b3c2000 bc022000 3c310000 bc73a000 bc5b6000 3c606000 3cbcc000 bd1a4000 bd1d8000 3ba36000 bac5c000 bc45e000 ba892000 bcc06000 bc150000 bc0f6000 bc784000 bbb5e000 bc16e000 3beea000 bc3b4000 bbc8e000 bc706000 b9582000 3adc2000 39d40000 bcac0000 3b5a0000 3a2f2000 babae000 bb094000 bb7b2000 bb6dc000 bc0ca000 bcb54000 3c958000 3b970000 bbc12000 3b846000 3c220000 3c3c6000 3bf84000 bbf7a000 bc182000 3bf42000 3c3ac000 bbde4000 bc7f4000 3b010000 bb5ec000 bb0b6000 bd290000 babca000 bc9c0000 bcaca000 3cd92000 bd284000 bc99c000 bc39e000 bd058000 3ca58000 3cf28000 bc838000 3c412000 3c658000 bc98c000 3c988000 3ca7e000 bc39e000 3b818000 3c550000 37e30000 bb82c000 3c122000 bb040000 bb0d8000 bc30c000 bbb90000 baffe000 3b1b2000 bb066000 bc46e000 3cbc8000 bc800000 bbaa8000 b9c16000 bc47e000 bb954000 3cab8000 3b5de000 3b80e000 3d096000 bb9c6000 bb634000 3d7c6000 3a4dc000 bbcda000 bcb72000 bbd84000 bbf18000 38194000 3b38a000 bbeae000 3cbc8000 bcd0e000 3b370000 bbc94000 3d490000 bbba8000 3c7ca000 3ceea000 3b888000 3c684000 3d5ae000 bb852000 bc8fc000 3c830000 3c6d2000 bc0b4000 bc038000 bb6d0000 bcd16000 3ab6e000 bbbc8000 3bb4e000 bd43a000 bcb02000 3c90a000 bcf64000 bbfcc000 3ce62000 bcee0000 3b808000 bd0b0000 bc714000 bc8de000 3c8e6000 3ceec000 3c5a4000 bc1ea000 3b1f2000 bbfda000 bc0c2000 bca86000 b976c000 3a936000 bc296000 3b228000 bb20e000 bb1ea000 3b844000 3c9e8000 bb1a2000 3a89a000 3d036000 3c7b0000 bba72000 3ce08000 3b212000 bb9a0000 bc1b8000 bb5d2000 bac68000 bbeLine truncated
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3a7Line truncated
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3a98c000 bbLine truncated
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3b3Line truncated
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bc3Line truncated
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3baLine truncated
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3beLine truncated
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bd3Line truncated
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bb1Line truncated
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3bb98000 3b6c4000 bbe54000 3b576000 3c04c000 3aaf2000 b9ea0000 3b95c000 bb066000 bc016000 36960000 3b674000 bb37e000 baf12000 bc1c6000 bb866000 3c1e2000 bbe6a000 bc278000 3c182000 3b8e2000 3b2cc000 3b6b8000 bbbfc000 3bf14000 bc19c000 bbc44000 3baee000 bb3d4000 b9c08000 3ba92000 bbe7c000 bc880000 bbffc000 bbb5a000 baece000 baa2e000 3a6da000 3ba0e000 3b81a000 bb0ca000 39c54000 3b0b2000 ba4ae000 bad3c000 bcc02000 bbff2000 ba9a2000 3cc68000 bcac2000 bc954000 3ca92000 b93f6000 bc782000 bcd42000 bc326000 bbc1c000 b942e000 3bbe8000 3c1b0000 3c3e0000 3bb3e000 3b650000 3b5ba000 badbe000 bbc04000 bc0de000 bb872000 bb7c2000 b99f0000 3b8dc000 bbb64000 3b6b0000 3a320000 3c24e000 bb70c000 3b284000 3c0ac000 bc00e000 bc018000 bbb0e000 bb8ee000 3b35a000 3b99c000 bb020000 bc42e000 bbabc000 bbf34000 bc306000 bbb42000 bbd14000 ba562000 3b208000 bab6c000 3c216000 3bedc000 3bc90000 3b7dc000 3943e000 bc30c000 bbdcc000 b83ec000 3bf00000 bc718000 bc01a000 3c830000 3a76c000 bc250000 bae28000 bb14a000 bb2cc000 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3b280000 3Line truncated
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3980a000 3a78e000 3a1b8000 b9972000 3b128000 b8368000 bc74a000 baa78000 baac4000 3ab2c000 b98ee000 bc918000 ba8c6000 b93d0000 3ab54000 38dd6000 bdcbe000 bab36000 bb5d2000 3a1ac000 bd234000 3a94c000 bb0d8000 b98fa000 36840000 bc66c000 bb5a8000 3e076000 ba38c000 ba052000 b6340000 ba106000 39e38000 3985e000 390a8000 bd5fa000 b8a54000 b8d04000 baed2000 3daec000 3bee0000 3970c000 3cf58000 3abd6000 3a45c000 388e0000 3a078000 bca1e000 3a20a000 ba832000 3a1c8000 bb826000 b956e000 b9136000 b94ee000 3d972000 38aac000 b8f46000 38892000 3a6b8000 bbcda000 3a2c8000 3acd2000 bd8b6000 3828c000 3887a000 39066000 39d5a000 b9956000 3c98c000 3e402000 b9bdc000 bc44c000 3cf16000 b90a6000 bc1b0000 3dad2000 ba05c000 3a7cc000 38f78000 b8108000 b981c000 ba268000 b90f2000 39444000 b6f60000 ba7c8000 ba0a0000 36dc0000 3a328000 ba892000 3e5ea000 3862c000 3802c000 ba2d2000 b9d2e000 3b2a8000 3cb98000 3b7aa000 3a604000 36940000 3dd48000 3abc4000 38e30000 3e608000 bc5ec000 be06e000 36fa0000 b94cc000 3d196000 3d846000 3bca2000 395e8000 39c26000 3b834000 3a708000 bd172000 3de38000 bd86c000 38418000 b8bba000 3a814000 3a764000 393d6000 3992a000 b88ac000 38b7e000 be89c000 38c46000 3a0e8000 b9ed2000 bdbfe000 385f8000 ba9cc000 bae6a000 3b866000 3894a000 b7b88000 bb6be000 b9aba000 38f0c000 3bb24000 38a42000 b8034000 3a090000 bbe22000 ba8e8000 b9d1e000 b4800000 3acb2000 3911c000 38a8e000 3ca76000 38dac000 38c26000 3e00a000 b92ae000 3afdc000 3a3f6000 36a40000 39590000 ba6b4000 3b75a000 baab0000 379f0000 395f6000 bdaae000 ba6b8000 3a8b0000 38dfa000 3ae22000 39b7a000 b9440000 bdda0000 b8f94000 376b0000 b9ca6000 3b5b8000 3b324000 37550000 b952e000 bc70e000 ba038000 b9802000 ba520000 39078000 3a27c000 38984000 b7ea8000 3b6d0000 b9338000 ba806000 b7a68000 ba8c4000 37d20000 3862c000 3d3a6000 b7e88000 ba164000 3ddd6000 38e28000 3a238000 38b06000 ba0f8000 bbf4e000 b95dc000 3880e000 39294000 bc5f0000 3af12000 3a01a000 38b28000 39906000 bdf56000 39b7c000 bcd32000 39f32000 b9742000 3a05a000 bb126000 b9a7e000 3b8ae000 3b18a000 35300000 39104000 bb0f2000 b9808000 394d4000 39144000 38068000 3e660000 3adc0000 be6ae000 38a6e000 be0c2000 378f8000 b9962000 3dc38000 b9c10000 bb2cc000 3a044000 3df5c000 39a48000 37a90000 3a97a000 381b0000 397d4000 38038000 3aaca000 bda6e000 3aa38000 393a4000 b93f2000 bc804000 bbb7e000 b8a6c000 ba528000 3a02a000 b5700000 3b2dc000 3e290000 bb0ac000 38a20000 b9d74000 3d0da000 3b264000 39b98000 38842000 3b178000 3940a000 bd4a4000 3b758000 3b3b0000 3acf2000 b9746000 b9506000 3b082000 3adb0000 38df2000 392e4000 b90dc000 b88e2000 b92d4000 ba596000 ba3de000 39916000 38998000 b7310000 3b156000 3a95a000 39536000 3b0ee000 b9940000 be5c6000 3934c000 3989e000 bdd04000 bc1c0000 37c50000 3a2c6000 39874000 3b600000 3a0a6000 39a9a000 3995c000 bb2c2000 3a70c000 b84b4000 3d0e6000 bba0c000 b90b8000 b96bc000 bb940000 bcdee000 38cb0000 3a1e8000 3929e000 3c240000 3a912000 37aa0000 393d8000 ba5d0000 b9370000 3a412000 b8580000 384e0000 b81ac000 b9560000 b8d06000 be0ee000 3bb50000 b8e16000 bd116000 b8a44000Line truncated
+bias 30  bc97e000 3b98a000 be80c000 be75a000 bfb8a000 401b6000 c0896000 c0c40000 c0ac2000 c093e000 bc318000 3ba5c000 becce000 bf29a000 c0546000 40022000 c0606000 c0a42000 c09de000 c082e000 bc6a8000 3cfb8000 bf538000 bf43e000 c099c000 3fd8a000 c03f6000 c0856000 c08bc000 c0644000

data/coco128.yaml

@@ -8,93 +8,17 @@
 #     └── coco128  ← downloads here (7 MB)
 
 # Train/val/test sets as 1) dir: path/to/imgs, 2) file: path/to/imgs.txt, or 3) list: [path/to/imgs1, path/to/imgs2, ..]
-path: ../datasets/coco128 # dataset root dir
-train: images/train2017 # train images (relative to 'path') 128 images
-val: images/train2017 # val images (relative to 'path') 128 images
+path: /data6/zhangw/yolov5_KTY_fromYNDC_addKTYneg/images # dataset root dir
+train: train # train images (relative to 'path') 128 images
+val: test # val images (relative to 'path') 128 images
 test: # test images (optional)
 
+nc: 5
 # Classes
 names:
-  0: person
+  0: bird
   1: bicycle
   2: car
   3: motorcycle
   4: airplane
-  5: bus
-  6: train
-  7: truck
-  8: boat
-  9: traffic light
-  10: fire hydrant
-  11: stop sign
-  12: parking meter
-  13: bench
-  14: bird
-  15: cat
-  16: dog
-  17: horse
-  18: sheep
-  19: cow
-  20: elephant
-  21: bear
-  22: zebra
-  23: giraffe
-  24: backpack
-  25: umbrella
-  26: handbag
-  27: tie
-  28: suitcase
-  29: frisbee
-  30: skis
-  31: snowboard
-  32: sports ball
-  33: kite
-  34: baseball bat
-  35: baseball glove
-  36: skateboard
-  37: surfboard
-  38: tennis racket
-  39: bottle
-  40: wine glass
-  41: cup
-  42: fork
-  43: knife
-  44: spoon
-  45: bowl
-  46: banana
-  47: apple
-  48: sandwich
-  49: orange
-  50: broccoli
-  51: carrot
-  52: hot dog
-  53: pizza
-  54: donut
-  55: cake
-  56: chair
-  57: couch
-  58: potted plant
-  59: bed
-  60: dining table
-  61: toilet
-  62: tv
-  63: laptop
-  64: mouse
-  65: remote
-  66: keyboard
-  67: cell phone
-  68: microwave
-  69: oven
-  70: toaster
-  71: sink
-  72: refrigerator
-  73: book
-  74: clock
-  75: vase
-  76: scissors
-  77: teddy bear
-  78: hair drier
-  79: toothbrush
  
-# Download script/URL (optional)
-download: https://github.com/ultralytics/assets/releases/download/v0.0.0/coco128.zip

data/my_test.yaml

@@ -0,0 +1,12 @@
+path: /data6/zhangw/ZJLY_testdataset_byperson_2025_0520_0718 # dataset root dir
+# train: images # train images (relative to 'path') 128 images
+val: images # val images (relative to 'path') 128 images
+test: # test images (optional)
+
+# Classes
+names:
+  0: bird
+  1: bicycle
+  2: car
+  3: motorcycle
+  4: airplane

detect_and_crop_by_class.py

@@ -0,0 +1,220 @@
+import os
+import sys
+import cv2
+import torch
+import argparse
+from pathlib import Path
+
+# =========================
+# 需要确保本脚本能找到 YOLOv5 源码
+# 如果脚本不在 yolov5 根目录，可手动添加：
+# sys.path.append("/path/to/yolov5")
+# =========================
+
+from models.common import DetectMultiBackend
+from utils.general import (
+    check_img_size,
+    non_max_suppression,
+    scale_boxes
+)
+from utils.torch_utils import select_device
+from utils.augmentations import letterbox
+
+
+def is_image_file(filename):
+    image_exts = {".jpg", ".jpeg", ".png", ".bmp", ".tif", ".tiff", ".webp"}
+    return Path(filename).suffix.lower() in image_exts
+
+
+def load_image(img_path, img_size=640, stride=32):
+    """
+    读取图像，并进行与YOLOv5推理一致的预处理
+    返回：
+        im0: 原图(BGR)
+        im:  预处理后的输入张量所对应的numpy图像(CHW, RGB)
+    """
+    im0 = cv2.imread(str(img_path))
+    if im0 is None:
+        raise ValueError(f"无法读取图片: {img_path}")
+
+    # letterbox缩放
+    im = letterbox(im0, img_size, stride=stride, auto=True)[0]
+
+    # BGR -> RGB, HWC -> CHW
+    im = im[:, :, ::-1].transpose(2, 0, 1)
+    im = im.copy()
+
+    return im0, im
+
+
+def save_crop(img, xyxy, save_path):
+    """
+    根据检测框裁剪并保存
+    xyxy: [x1, y1, x2, y2]
+    """
+    x1, y1, x2, y2 = map(int, xyxy)
+
+    h, w = img.shape[:2]
+    x1 = max(0, min(x1, w - 1))
+    x2 = max(0, min(x2, w - 1))
+    y1 = max(0, min(y1, h - 1))
+    y2 = max(0, min(y2, h - 1))
+
+    if x2 <= x1 or y2 <= y1:
+        return False
+
+    crop = img[y1:y2, x1:x2]
+    if crop.size == 0:
+        return False
+
+    cv2.imwrite(str(save_path), crop)
+    return True
+
+
+def run(
+    weights,
+    source,
+    output_dir,
+    imgsz=640,
+    conf_thres=0.25,
+    iou_thres=0.45,
+    device='',
+    max_det=1000,
+    classes=None,
+    class_num=5
+):
+    # 设备
+    device = select_device(device)
+
+    # 加载模型
+    model = DetectMultiBackend(weights, device=device, dnn=False, fp16=False)
+    stride, names, pt = model.stride, model.names, model.pt
+    imgsz = check_img_size(imgsz, s=stride)
+
+    # 创建输出目录和类别子目录
+    output_dir = Path(output_dir)
+    output_dir.mkdir(parents=True, exist_ok=True)
+    for i in range(class_num):
+        (output_dir / str(i)).mkdir(parents=True, exist_ok=True)
+
+    # 收集图片
+    source = Path(source)
+    if not source.exists():
+        raise FileNotFoundError(f"输入文件夹不存在: {source}")
+
+    image_files = [p for p in source.iterdir() if p.is_file() and is_image_file(p.name)]
+    image_files.sort()
+
+    if len(image_files) == 0:
+        print(f"在文件夹中未找到图片: {source}")
+        return
+
+    print(f"共找到 {len(image_files)} 张图片")
+    print(f"类别名称: {names}")
+
+    total_crops = 0
+
+    for img_idx, img_path in enumerate(image_files, 1):
+        try:
+            im0, im = load_image(img_path, img_size=imgsz, stride=stride)
+
+            # 转tensor
+            im = torch.from_numpy(im).to(device)
+            im = im.float() / 255.0
+            if im.ndimension() == 3:
+                im = im.unsqueeze(0)
+
+            # 推理
+            pred = model(im)
+
+            # NMS
+            pred = non_max_suppression(
+                pred,
+                conf_thres,
+                iou_thres,
+                classes=classes,
+                agnostic=False,
+                max_det=max_det
+            )
+
+            det = pred[0]
+
+            crop_count_this_image = 0
+
+            if len(det):
+                # 将框映射回原图尺寸
+                det[:, :4] = scale_boxes(im.shape[2:], det[:, :4], im0.shape).round()
+
+                # 遍历每个检测目标
+                for det_idx, (*xyxy, conf, cls) in enumerate(det):
+                    cls_id = int(cls.item())
+
+                    # 只保存 0~4 这5类
+                    if cls_id < 0 or cls_id >= class_num:
+                        continue
+
+                    # 保存文件名：原图名_序号_类别_置信度.jpg
+                    stem = img_path.stem
+                    conf_val = float(conf.item())
+                    save_name = f"{stem}_{det_idx:03d}_cls{cls_id}_{conf_val:.4f}.jpg"
+                    save_path = output_dir / str(cls_id) / save_name
+
+                    ok = save_crop(im0, xyxy, save_path)
+                    if ok:
+                        crop_count_this_image += 1
+                        total_crops += 1
+
+            print(f"[{img_idx}/{len(image_files)}] {img_path.name} -> 裁剪保存 {crop_count_this_image} 个目标")
+
+        except Exception as e:
+            print(f"处理失败: {img_path}，原因: {e}")
+
+    print("\n处理完成")
+    print(f"总共保存裁剪目标数: {total_crops}")
+    print(f"输出目录: {output_dir.resolve()}")
+
+
+def parse_opt():
+    parser = argparse.ArgumentParser()
+    parser.add_argument('--weights', type=str, required=True, help='训练好的YOLOv5 pt权重路径')
+    parser.add_argument('--source', type=str, required=True, help='待检测图片文件夹路径')
+    parser.add_argument('--output-dir', type=str, required=True, help='裁剪结果输出文件夹')
+    parser.add_argument('--imgsz', '--img', '--img-size', nargs='+', type=int, default=[640], help='推理尺寸')
+    parser.add_argument('--conf-thres', type=float, default=0.25, help='置信度阈值')
+    parser.add_argument('--iou-thres', type=float, default=0.45, help='NMS IoU阈值')
+    parser.add_argument('--device', default='', help='cuda device，例如 0 或 0,1,2,3 或 cpu')
+    parser.add_argument('--max-det', type=int, default=1000, help='每张图最多检测目标数')
+    parser.add_argument('--class-num', type=int, default=5, help='类别总数，这里默认是5')
+    parser.add_argument('--classes', nargs='+', type=int, default=None, help='只保留某些类别，例如 --classes 0 1 2')
+    opt = parser.parse_args()
+
+    # imgsz兼容处理
+    if len(opt.imgsz) == 1:
+        opt.imgsz = opt.imgsz[0]
+    elif len(opt.imgsz) == 2:
+        # yolov5这里一般接受单值，若传两个值则取最大，避免报错
+        opt.imgsz = max(opt.imgsz)
+    else:
+        raise ValueError("imgsz 参数格式错误")
+
+    return opt
+
+
+def main(opt):
+    run(
+        weights=opt.weights,
+        source=opt.source,
+        output_dir=opt.output_dir,
+        imgsz=opt.imgsz,
+        conf_thres=opt.conf_thres,
+        iou_thres=opt.iou_thres,
+        device=opt.device,
+        max_det=opt.max_det,
+        classes=opt.classes,
+        class_num=opt.class_num
+    )
+
+
+if __name__ == "__main__":
+    opt = parse_opt()
+    main(opt)

detect_and_crop_by_class.sh

@@ -0,0 +1,9 @@
+python /data6/zhangw/yolov5_birdproject/detect_and_crop_by_class.py \
+    --weights /data6/zhangw/yolov5_birdproject/runs/train/YNDC_20251010_yolov5_optimize/weights/best.pt \
+    --source /data6/zhangw/ZW_python_funtion/ZJLY_neg_nolabeled_images \
+    --output-dir /data6/zhangw/ZW_python_funtion/ZJLY_neg_nolabeled_images_croped \
+    --imgsz 640 \
+    --conf-thres 0.25 \
+    --iou-thres 0.45 \
+    --device 4 \
+    --class-num 5

export_to_onnx.sh

@@ -0,0 +1,2 @@
+# python /data6/zhangw/yolov5/export.py --data /data6/zhangw/yolov5/data/coco128.yaml --weights /data6/zhangw/yolov5/runs/train/YNDC_20251010_yolov5_optimize/weights/best.pt --include onnx 
+python /data2/zhangw_data/yolov5_birdproject/export.py --weights /data2/zhangw_data/yolov5_birdproject/runs/train/YNDC_20251010_yolov5_optimize/weights/best.pt --include onnx --img 640 --dynamic

gen_wts_yoloV5.py

@@ -0,0 +1,354 @@
+import argparse
+import os
+import struct
+import torch
+from utils.torch_utils import select_device
+from datetime import datetime
+
+#result_name = "20221026_s_2176_BJCHBJHRYNDCPYHSJH_48476-4.pt"
+class Layers(object):
+    def __init__(self, n, size, fw, fc):
+        self.blocks = [0 for _ in range(n)]
+        self.current = 0
+
+        self.width = size[0] if len(size) == 1 else size[1]
+        self.height = size[0]
+
+        self.num = 0
+        self.nc = 0
+        self.anchors = ''
+        self.masks = []
+
+        self.fw = fw
+        self.fc = fc
+        self.wc = 0
+
+        self.net()
+
+    def Focus(self, child):
+        self.current = child.i
+        self.fc.write('\n# Focus\n')
+
+        self.reorg()
+        self.convolutional(child.conv)
+
+    def Conv(self, child):
+        self.current = child.i
+        self.fc.write('\n# Conv\n')
+
+        self.convolutional(child)
+
+    def BottleneckCSP(self, child):
+        self.current = child.i
+        self.fc.write('\n# BottleneckCSP\n')
+
+        self.convolutional(child.cv2)
+        self.route('-2')
+        self.convolutional(child.cv1)
+        idx = -3
+        for m in child.m:
+            if m.add:
+                self.convolutional(m.cv1)
+                self.convolutional(m.cv2)
+                self.shortcut(-3)
+                idx -= 3
+            else:
+                self.convolutional(m.cv1)
+                self.convolutional(m.cv2)
+                idx -= 2
+        self.convolutional(child.cv3)
+        self.route('-1, %d' % (idx - 1))
+        self.batchnorm(child.bn, child.act)
+        self.convolutional(child.cv4)
+
+    def C3(self, child):
+        self.current = child.i
+        self.fc.write('\n# C3\n')
+
+        self.convolutional(child.cv2)
+        self.route('-2')
+        self.convolutional(child.cv1)
+        idx = -3
+        for m in child.m:
+            if m.add:
+                self.convolutional(m.cv1)
+                self.convolutional(m.cv2)
+                self.shortcut(-3)
+                idx -= 3
+            else:
+                self.convolutional(m.cv1)
+                self.convolutional(m.cv2)
+                idx -= 2
+        self.route('-1, %d' % idx)
+        self.convolutional(child.cv3)
+
+    def SPP(self, child):
+        self.current = child.i
+        self.fc.write('\n# SPP\n')
+
+        self.convolutional(child.cv1)
+        self.maxpool(child.m[0])
+        self.route('-2')
+        self.maxpool(child.m[1])
+        self.route('-4')
+        self.maxpool(child.m[2])
+        self.route('-6, -5, -3, -1')
+        self.convolutional(child.cv2)
+
+    def SPPF(self, child):
+        self.current = child.i
+        self.fc.write('\n# SPPF\n')
+
+        self.convolutional(child.cv1)
+        self.maxpool(child.m)
+        self.maxpool(child.m)
+        self.maxpool(child.m)
+        self.route('-4, -3, -2, -1')
+        self.convolutional(child.cv2)
+
+    def Upsample(self, child):
+        self.current = child.i
+        self.fc.write('\n# Upsample\n')
+
+        self.upsample(child)
+
+    def Concat(self, child):
+        self.current = child.i
+        self.fc.write('\n# Concat\n')
+
+        r = self.get_route(child.f[1])
+        self.route('-1, %d' % (r - 1))
+
+    def Detect(self, child):
+        self.current = child.i
+        self.fc.write('\n# Detect\n')
+
+        self.get_anchors(child.state_dict(), child.m[0].out_channels)
+
+        for i, m in enumerate(child.m):
+            r = self.get_route(child.f[i])
+            self.route('%d' % (r - 1))
+            self.convolutional(m, detect=True)
+            self.yolo(i)
+
+    def net(self):
+        self.fc.write('[net]\n' +
+                      'width=%d\n' % self.width +
+                      'height=%d\n' % self.height +
+                      'channels=3\n' +
+                      'letter_box=1\n')
+
+    def reorg(self):
+        self.blocks[self.current] += 1
+
+        self.fc.write('\n[reorg]\n')
+
+    def convolutional(self, cv, detect=False):
+        self.blocks[self.current] += 1
+
+        self.get_state_dict(cv.state_dict())
+
+        if cv._get_name() == 'Conv2d':
+            filters = cv.out_channels
+            size = cv.kernel_size
+            stride = cv.stride
+            pad = cv.padding
+            groups = cv.groups
+            bias = cv.bias
+            bn = False
+            act = 'linear' if not detect else 'logistic'
+        else:
+            filters = cv.conv.out_channels
+            size = cv.conv.kernel_size
+            stride = cv.conv.stride
+            pad = cv.conv.padding
+            groups = cv.conv.groups
+            bias = cv.conv.bias
+            bn = True if hasattr(cv, 'bn') else False
+            act = self.get_activation(cv.act._get_name()) if hasattr(cv, 'act') else 'linear'
+
+        b = 'batch_normalize=1\n' if bn is True else ''
+        g = 'groups=%d\n' % groups if groups > 1 else ''
+        w = 'bias=0\n' if bias is None and bn is False else ''
+
+        self.fc.write('\n[convolutional]\n' +
+                      b +
+                      'filters=%d\n' % filters +
+                      'size=%s\n' % (size[0] if type(size) != int and size[0] == size[1] else str(size)[1:-1]) +
+                      'stride=%s\n' % (stride[0] if type(stride) != int and stride[0] == stride[1] else str(stride)[1:-1]) +
+                      'pad=%s\n' % (pad[0] if type(pad) != int and pad[0] == pad[1] else str(pad)[1:-1]) +
+                      g +
+                      w +
+                      'activation=%s\n' % act)
+
+    def batchnorm(self, bn, act):
+        self.blocks[self.current] += 1
+
+        self.get_state_dict(bn.state_dict())
+
+        filters = bn.num_features
+        act = self.get_activation(act._get_name())
+
+        self.fc.write('\n[batchnorm]\n' +
+                      'filters=%d\n' % filters +
+                      'activation=%s\n' % act)
+
+    def route(self, layers):
+        self.blocks[self.current] += 1
+
+        self.fc.write('\n[route]\n' +
+                      'layers=%s\n' % layers)
+
+    def shortcut(self, r, activation='linear'):
+        self.blocks[self.current] += 1
+
+        self.fc.write('\n[shortcut]\n' +
+                      'from=%d\n' % r +
+                      'activation=%s\n' % activation)
+
+    def maxpool(self, m):
+        self.blocks[self.current] += 1
+
+        stride = m.stride
+        size = m.kernel_size
+        mode = m.ceil_mode
+
+        m = 'maxpool_up' if mode else 'maxpool'
+
+        self.fc.write('\n[%s]\n' % m +
+                      'stride=%d\n' % stride +
+                      'size=%d\n' % size)
+
+    def upsample(self, child):
+        self.blocks[self.current] += 1
+
+        stride = child.scale_factor
+
+        self.fc.write('\n[upsample]\n' +
+                      'stride=%d\n' % stride)
+
+    def yolo(self, i):
+        self.blocks[self.current] += 1
+
+        self.fc.write('\n[yolo]\n' +
+                      'mask=%s\n' % self.masks[i] +
+                      'anchors=%s\n' % self.anchors +
+                      'classes=%d\n' % self.nc +
+                      'num=%d\n' % self.num +
+                      'scale_x_y=2.0\n' +
+                      'new_coords=1\n')
+
+    def get_state_dict(self, state_dict):
+        for k, v in state_dict.items():
+            if 'num_batches_tracked' not in k:
+                vr = v.reshape(-1).numpy()
+                self.fw.write('{} {} '.format(k, len(vr)))
+                for vv in vr:
+                    self.fw.write(' ')
+                    self.fw.write(struct.pack('>f', float(vv)).hex())
+                self.fw.write('\n')
+                self.wc += 1
+
+    def get_anchors(self, state_dict, out_channels):
+        anchor_grid = state_dict['anchor_grid']
+        aa = anchor_grid.reshape(-1).tolist()
+        am = anchor_grid.tolist()
+
+        self.num = (len(aa) / 2)
+        self.nc = int((out_channels / (self.num / len(am))) - 5)
+        self.anchors = str(aa)[1:-1]
+
+        n = 0
+        for m in am:
+            mask = []
+            for _ in range(len(m)):
+                mask.append(n)
+                n += 1
+            self.masks.append(str(mask)[1:-1])
+
+    def get_route(self, n):
+        r = 0
+        for i, b in enumerate(self.blocks):
+            if i <= n:
+                r += b
+            else:
+                break
+        return r
+    def get_activation(self, act):
+        if act == 'Hardswish':
+            return 'hardswish'
+        elif act == 'LeakyReLU':
+            return 'leaky'
+        elif act == 'SiLU':
+            return 'silu'
+
+
+def parse_args():
+    parser = argparse.ArgumentParser(description='PyTorch YOLOv5 conversion')
+    parser.add_argument('-w', '--weights', required=True, help='Input weights (.pt) file path (required)')
+    parser.add_argument(
+        '-s', '--size', nargs='+', type=int, default=[640], help='Inference size [H,W] (default [640])')
+    parser.add_argument(
+        '-n', '--name', nargs='+', type=str, default="20221026_s_2176_BJCHBJHRYNDCPYHSJH_48476-4.pt", help='Inference size [H,W] (default [640])')
+    args = parser.parse_args()
+    if not os.path.isfile(args.weights):
+        raise SystemExit('Invalid weights file')
+    return args.weights, args.size,args.name
+
+
+pt_file, inference_size,result_name = parse_args()
+result_name = ''.join(result_name)
+
+model_name = os.path.basename(result_name).split('.pt')[0]
+now = datetime.now()
+
+time = now.strftime("%Y%m")
+
+if not os.path.exists("/data6/zhangw/yolov5/Detection_onnx/{}/{}/".format(time,str(model_name)) ):
+    print("/data6/zhangw/yolov5/Detection_onnx/{}/{}/".format(time,str(model_name))," is created")
+    os.makedirs("/data6/zhangw/yolov5/Detection_onnx/{}/{}/".format(time,str(model_name)) )
+wts_file = f"/data6/zhangw/yolov5/Detection_onnx/{time}/" + model_name + '.wts' if 'yolov55' in model_name else "/data6/zhangw/yolov5/Detection_onnx/{}/{}/".format(time,str(model_name))  + 'yolov5_' + model_name + '.wts'
+cfg_file = f"/data6/zhangw/yolov5/Detection_onnx/{time}" + model_name + '.cfg' if 'yolov55' in model_name else "/data6/zhangw/yolov5/Detection_onnx/{}/{}/".format(time,str(model_name)) + 'yolov5_' + model_name + '.cfg'
+
+device = select_device('cpu')
+model = torch.load(pt_file, map_location=device)['model'].float()
+
+anchor_grid = model.model[-1].anchors * model.model[-1].stride[..., None, None]
+delattr(model.model[-1], 'anchor_grid')
+model.model[-1].register_buffer('anchor_grid', anchor_grid)
+
+model.to(device).eval()
+
+with open(wts_file, 'w') as fw, open(cfg_file, 'w') as fc:
+    layers = Layers(len(model.model), inference_size, fw, fc)
+
+    for child in model.model.children():
+        if child._get_name() == 'Focus':
+            layers.Focus(child)
+        elif child._get_name() == 'Conv':
+            layers.Conv(child)
+        elif child._get_name() == 'BottleneckCSP':
+            layers.BottleneckCSP(child)
+        elif child._get_name() == 'C3':
+            layers.C3(child)
+        elif child._get_name() == 'SPP':
+            layers.SPP(child)
+        elif child._get_name() == 'SPPF':
+            layers.SPPF(child)
+        elif child._get_name() == 'Upsample':
+            layers.Upsample(child)
+        elif child._get_name() == 'Concat':
+            layers.Concat(child)
+        elif child._get_name() == 'Detect':
+            layers.Detect(child)
+        else:
+            raise SystemExit('Model not supported')
+print("ok")
+os.system('echo "%d" | cat - %s > temp && mv temp %s' % (layers.wc, wts_file, wts_file))
+print("save" + f"/data6/zhangw/yolov5/Detection_onnx/{time}/" + model_name)
+
+
+
+
+
+

train.sh

@@ -0,0 +1,9 @@
+export CUDA_VISIBLE_DEVICES=5,6
+python /data6/zhangw/yolov5_birdproject/train.py \
+  --img 960 \
+  --batch 16 \
+  --epochs 100 \
+  --data /data6/zhangw/yolov5_birdproject/data/coco128.yaml \
+  --weights /data6/zhangw/yolov5_birdproject/yolov5s6.pt \
+  --name KTY_yolov5s6_fromYNDC_addKTYneg_e100 \
+  --device 5,6

val.sh

@@ -0,0 +1,4 @@
+python val.py \
+  --weights /data6/zhangw/yolov5/runs/train/yolov5s_coco128_mytrain5/weights/best.pt \
+  --data /data6/zhangw/yolov5/data/my_test.yaml \
+  --img 640