PaddlePaddle · JewelRoam · Aug 6, 2025 · Jul 31, 2025 · Jul 31, 2025 · Jul 31, 2025
diff --git a/graph_net/torch/dump_graph_hash.py b/graph_net/torch/dump_graph_hash.py
@@ -0,0 +1,39 @@
+import argparse
+import os
+import tempfile
+import sys
+import contextlib
+import graph_net
+
+
+@contextlib.contextmanager
+def temp_workspace():
+    with tempfile.TemporaryDirectory() as tmp_dir_name:
+        old = os.environ.get("GRAPH_NET_EXTRACT_WORKSPACE")
+        os.environ["GRAPH_NET_EXTRACT_WORKSPACE"] = tmp_dir_name
+        yield tmp_dir_name
+        os.environ["GRAPH_NET_EXTRACT_WORKSPACE"] = old
+
+
+def main(args):
+    model_path = args.model_path
+    with temp_workspace() as tmp_dir_name:
+        print("dump-graph-hash ...")
+        extract_name = "temp"
+        cmd = f"{sys.executable} -m graph_net.torch.single_device_runner --model-path {model_path} --enable-extract True --extract-name {extract_name} --dump-graph-hash-key"
+        cmd_ret = os.system(cmd)
+        assert cmd_ret == 0, f"{cmd_ret=}, {cmd=}"
+
+        print(f"dump-graph-hash success, {model_path=}")
+
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser(description="load and run model")
+    parser.add_argument(
+        "--model-path",
+        type=str,
+        required=True,
+        help="Path to folder e.g '../../samples/torch/resnet18'",
+    )
+    args = parser.parse_args()
+    main(args=args)
diff --git a/samples/timm/aimv2_1b_patch14_224.apple_pt/graph_hash.txt b/samples/timm/aimv2_1b_patch14_224.apple_pt/graph_hash.txt
@@ -1 +1 @@
-ff10075e46eeae7615c783a3970e04ae79c1ea3f5b6020b167bec1e19489372f
+e60ac9dbcc0fa9f62855f67503f5c2bca67f9e53f3439e9804197df7ddf048eb
diff --git a/samples/timm/aimv2_3b_patch14_224.apple_pt/graph_hash.txt b/samples/timm/aimv2_3b_patch14_224.apple_pt/graph_hash.txt
@@ -1 +1 @@
-60bb6d0dc13811c3e1ded64bb218dc7c0d655cf6f734a78d49d2f9bb22641c34
+dcf892a92d59aa3c8a317e4362bd66dee86cef616cdd0b5454934416f0e3d3a2
diff --git a/samples/timm/aimv2_huge_patch14_224.apple_pt/graph_hash.txt b/samples/timm/aimv2_huge_patch14_224.apple_pt/graph_hash.txt
@@ -1 +1 @@
-d10372439b472d0f72f1ff88c60f8fbaf8b8dc0d8a0773c79e34ddee6c2cc78d
+085338002b2237e13b39c245d576213233f245692298d2f8eb9d6b96b41b1444
diff --git a/samples/timm/aimv2_large_patch14_224.apple_pt/graph_hash.txt b/samples/timm/aimv2_large_patch14_224.apple_pt/graph_hash.txt
@@ -1 +1 @@
-b3d1b0a0f52857e51f4dddd46b99a86dfb3d43e77e14d5859924120583f5a244
+a57e75386c28bd03050a2c2fa255baaf8cf2208025254f16ec55140f8efdb05a
diff --git a/samples/timm/beit3_base_patch16_224.in22k_ft_in1k/graph_hash.txt b/samples/timm/beit3_base_patch16_224.in22k_ft_in1k/graph_hash.txt
@@ -1 +1 @@
-49efabd40a93e856c10a3cf40aef7d7ad7e6f9fcfed3fc57f883ebd0e7d3f938
+5bed5358ccacb86df0f4d76edc532e700cd0fa462a66a42f4e662ad1b9e3458f
diff --git a/samples/timm/beit3_large_patch16_224.in22k_ft_in1k/graph_hash.txt b/samples/timm/beit3_large_patch16_224.in22k_ft_in1k/graph_hash.txt
@@ -1 +1 @@
-a79caac738b040f293c01cd92e1770f312f059371fd757fa138f608c37b3cf6e
+d4b3165a1b0f2088dc8940ec3d195f2334556cee7aa596c518de6d43a74ac492
diff --git a/samples/timm/cait_s24_224.fb_dist_in1k/graph_hash.txt b/samples/timm/cait_s24_224.fb_dist_in1k/graph_hash.txt
@@ -1 +1 @@
-1e2932070cfe79b2301a5dcbf8822c085d0b27f1952820dec3236ec25dee50e4
+027b94d67fd23c273464fd1fa774dc8e5bb71e3fa553f420a34384219e56b54d
diff --git a/samples/timm/cait_xxs24_224.fb_dist_in1k/graph_hash.txt b/samples/timm/cait_xxs24_224.fb_dist_in1k/graph_hash.txt
@@ -1 +1 @@
-5e480860975c00b127e98aacc223c6966c3aa932ab913bbc461632d495e346df
+d9317c14b15f471b1130cd5da638dc8f0f3a1393f7bc4cebec0d62c0d057b123
diff --git a/samples/timm/cait_xxs36_224.fb_dist_in1k/graph_hash.txt b/samples/timm/cait_xxs36_224.fb_dist_in1k/graph_hash.txt
@@ -1 +1 @@
-630243af3229385eb616e6637b54dc563056dc16fd00c309d948e10aec3e8c0e
+2cf2c1412978939d42c8ad657643776644fec366153bc0b0bc5cff199c9c33fa
diff --git a/samples/timm/coat_lite_medium.in1k/graph_hash.txt b/samples/timm/coat_lite_medium.in1k/graph_hash.txt
@@ -1 +1 @@
-89c00326da6b2b9930919a98f8db1c2b3d4a880a204269070dd51b4ddf3793a1
+ac8b6252762329ce5fd6393b40f22a69a7e4c388d864a6efd106473fdd1ec06f
diff --git a/samples/timm/coat_lite_mini.in1k/graph_hash.txt b/samples/timm/coat_lite_mini.in1k/graph_hash.txt
@@ -1 +1 @@
-731518653d5bd2112ff4d03f41383bfd9ada5b116521be8ee6ff2a86b0651993
+09f130edf7e4d6f99c58bc7ab8f86aca05d482a868698e036c3722e19f51c604
diff --git a/samples/timm/coat_lite_small.in1k/graph_hash.txt b/samples/timm/coat_lite_small.in1k/graph_hash.txt
@@ -1 +1 @@
-490850194b83b142b6f65c861665b9cd1b46288297fdafeeb5a8eec6473a0f99
+f84ba35d9b5a53c57b9534f4ac3371388037091fc75303cfca1c923baf3803af
diff --git a/samples/timm/coat_lite_tiny.in1k/graph_hash.txt b/samples/timm/coat_lite_tiny.in1k/graph_hash.txt
@@ -1 +1 @@
-0f835b2acd918ac86f94f98d8976832e84263a568562660d3fe87debf158b23d
+1e1877c5433b6390deac93ed25adf7e7caf3dc7e0e96311d4f28b472e9fda7b6
diff --git a/samples/timm/convmixer_1024_20_ks9_p14.in1k/graph_hash.txt b/samples/timm/convmixer_1024_20_ks9_p14.in1k/graph_hash.txt
@@ -1 +1 @@
-278547c85ed73465aeb4a413847ac5ebf20507ba3921a16f80994470a9d0c746
+984f526a9bb9fe9a4b11e43bf59e743abff3cde3649ee2d6b16bf45ea936cc2d
diff --git a/samples/timm/convmixer_1536_20.in1k/graph_hash.txt b/samples/timm/convmixer_1536_20.in1k/graph_hash.txt
@@ -1 +1 @@
-459befeb660c46c23fdd89e5ceb8db0837d52f8d2e3a40b865554c8f93063598
+dd5290a99b459a72e2a3a2200f60948564fb0b363c1ada7b8e30b207f2b4e048
diff --git a/samples/timm/convmixer_768_32.in1k/graph_hash.txt b/samples/timm/convmixer_768_32.in1k/graph_hash.txt
@@ -1 +1 @@
-a5995aa6a86d9bad67ca93668dd266a0487abe7f4513c124c4966124061c39ac
+930feb1058950b0eae5a63f015a6b375dfd25b795d27a0399dbdf54a13a9de83
diff --git a/samples/timm/convnext_atto.d2_in1k/graph_hash.txt b/samples/timm/convnext_atto.d2_in1k/graph_hash.txt
@@ -1 +1 @@
-84d3d5845f8731d40d97c48baa7a6700f9f61d9504a55d27b952141745e34104
+484afd3f883fed9eb386f70676f0908addfd22cca3d39c32640dc7a63ece8f57
diff --git a/samples/timm/convnext_atto_ols.a2_in1k/graph_hash.txt b/samples/timm/convnext_atto_ols.a2_in1k/graph_hash.txt
@@ -1 +1 @@
-f61a87fb1a9abdffa812f56e0ebb94352465f2b1de8f3f6f6124fff252dc8d1a
+6aeb0ba95521e0f4ca591441b43e31c3876ec5d18f813f0a537b25be433f3ad9
diff --git a/samples/timm/convnext_base.clip_laion2b/graph_hash.txt b/samples/timm/convnext_base.clip_laion2b/graph_hash.txt
@@ -1 +1 @@
-152e97e25e351ecaec13d28602c6382db8c6a1cab30e50ec944d857bd1ee7960
+40f2ac870fa74f5afd9bacf3cb48b548d020a176beeb21172620afe7274c8288
diff --git a/samples/timm/convnext_femto.d1_in1k/graph_hash.txt b/samples/timm/convnext_femto.d1_in1k/graph_hash.txt
@@ -1 +1 @@
-85c5a30ca86bd7b64b940fa8564803e5044d2c766d79b9366c542559fe06217e
+5a0ec67466aa5a82b52ce93297d9025b83e32c9cd9dd4aed2e43dc7e51cbda4f
diff --git a/samples/timm/convnext_femto_ols.d1_in1k/graph_hash.txt b/samples/timm/convnext_femto_ols.d1_in1k/graph_hash.txt
@@ -1 +1 @@
-4320de679ab41491b17bf22496332b6f32de1e1b6e78c5fa72353e59ad697d11
+4bb39f6b1f11029e8416d119aa91249dacce723df1399d616c9ffb2d1587e372
diff --git a/samples/timm/convnext_large.fb_in1k/graph_hash.txt b/samples/timm/convnext_large.fb_in1k/graph_hash.txt
@@ -1 +1 @@
-65dd2eb2a0251f0b9e6d8e0aed379b52889a974b4b76df6f41342441d0a7b477
+3c305b060fc0052221b074f7ded21a2350ad31aa2f32457a9b3b4e87ea389f20
diff --git a/samples/timm/convnext_large_mlp.clip_laion2b_augreg/graph_hash.txt b/samples/timm/convnext_large_mlp.clip_laion2b_augreg/graph_hash.txt
@@ -1 +1 @@
-acec500cb817544f7db171a60c01b406cb5865eb37e554a6c0ee9591630a2de7
+7fb58c47dc515a3f56d9327bf2b242531f0de9a647ba32877ef2fb58606ab3b8
diff --git a/samples/timm/convnext_large_mlp.clip_laion2b_augreg_ft_in1k/graph_hash.txt b/samples/timm/convnext_large_mlp.clip_laion2b_augreg_ft_in1k/graph_hash.txt
@@ -1 +1 @@
-c1ffff8904452cfbdcfa2438656350764e533fe4ad59f7b8859706fb27985867
+7fb58c47dc515a3f56d9327bf2b242531f0de9a647ba32877ef2fb58606ab3b8
diff --git a/samples/timm/convnext_nano.d1h_in1k/graph_hash.txt b/samples/timm/convnext_nano.d1h_in1k/graph_hash.txt
@@ -1 +1 @@
-4b84b13cf6edfc2284f331776426f1742970193e1d202ffc898a19f4ec8fc5a9
+2f5632bc652e0ea931f7c00ca3046c005d9cb67416a48c8b3e8d000573fa30d3
diff --git a/samples/timm/convnext_nano_ols.d1h_in1k/graph_hash.txt b/samples/timm/convnext_nano_ols.d1h_in1k/graph_hash.txt
@@ -1 +1 @@
-4b04e033486ab9dcce14edbf03a9da60666faabdba55185f29cb9b0e5e8781d5
+3884941a8aa6100bc04a611928a9fb0c1cf440da14e06995e0e7559a4e150f49
diff --git a/samples/timm/convnext_pico.d1_in1k/graph_hash.txt b/samples/timm/convnext_pico.d1_in1k/graph_hash.txt
@@ -1 +1 @@
-d4f4098bb40e1e23a759cde6faf233d3399e1878b3baa0fd14097af0c6316598
+2f8e87df1833779e88f6ac16580f7d32f2cba2e25e905fce3debcab22e2110e0
diff --git a/samples/timm/convnext_pico_ols.d1_in1k/graph_hash.txt b/samples/timm/convnext_pico_ols.d1_in1k/graph_hash.txt
@@ -1 +1 @@
-2c0f4ae67241056d833f6493124e5a0295849c51c5c9cf26e5a4d988a38b6b3a
+828d3f6d36ef6750736540500e435ee36d7ead62c243521341de844aa8fa6fa8
diff --git a/samples/timm/convnext_small.fb_in1k/graph_hash.txt b/samples/timm/convnext_small.fb_in1k/graph_hash.txt
@@ -1 +1 @@
-0b86a61c951a12e51f0f7e01e08306b14026c01e6a6f636521e61c790236501f
+38ca3b6d53728036d1e223030fcff5d4c5c0ea0514715675ac0f047cfd6ae6a5
diff --git a/samples/timm/convnext_tiny.fb_in1k/graph_hash.txt b/samples/timm/convnext_tiny.fb_in1k/graph_hash.txt
@@ -1 +1 @@
-49bda9b465818c7f5416d39636d24cdae7ea5d056153a366e1f60fe453b56e6e
+a1e6411032affa15a4ff96b5db7141aa3899ebb209498af348658f5770dd443a
diff --git a/samples/timm/convnext_tiny_hnf.a2h_in1k/graph_hash.txt b/samples/timm/convnext_tiny_hnf.a2h_in1k/graph_hash.txt
@@ -1 +1 @@
-0d3941534699169e11117d7d410fb329687499ec49c1026f9adc7c4f15cbaa83
+04761fe88f9c8aa449f52790fd53f6a4806a11ed6a5de86fd3b3879a00d4bc01
diff --git a/samples/timm/convnext_xlarge.fb_in22k/graph_hash.txt b/samples/timm/convnext_xlarge.fb_in22k/graph_hash.txt
@@ -1 +1 @@
-e09f137b683383f74a7c3ec87bf480a8068e0212c4950307376b464a21869dcb
+0119261929c13d1c82b621e63bb63caaf8d942e165d6480f8cace787d542d893
diff --git a/samples/timm/convnext_xxlarge.clip_laion2b_rewind/graph_hash.txt b/samples/timm/convnext_xxlarge.clip_laion2b_rewind/graph_hash.txt
@@ -1 +1 @@
-c484ac258f449ea7468ea4628d2c98a514c2dec856c9b004245122a56539afe2
+fa49cdcde93a307868ede6ab68526c9713ee54691b0854c5f93866452d071a2f
diff --git a/samples/timm/convnext_zepto_rms.ra4_e3600_r224_in1k/graph_hash.txt b/samples/timm/convnext_zepto_rms.ra4_e3600_r224_in1k/graph_hash.txt
@@ -1 +1 @@
-314f8e9539d94cb83851ab0d0b0288d5a96b09df0a76049d52406bbce1da79e5
+2fa7cdeb76594ab465b6e41c0f299876f9e3694ef782b0a4b43666ad8a58596d
diff --git a/samples/timm/convnext_zepto_rms_ols.ra4_e3600_r224_in1k/graph_hash.txt b/samples/timm/convnext_zepto_rms_ols.ra4_e3600_r224_in1k/graph_hash.txt
@@ -1 +1 @@
-8c985b6584dd5c5878afa74dc799f3092db39d0e36501155abab738dbc8bae2d
+f98aaadbf1de76b6042a9abe2569e4c0dece664d9ed66c99988ed94ed2ab9094
diff --git a/samples/timm/convnextv2_atto.fcmae/graph_hash.txt b/samples/timm/convnextv2_atto.fcmae/graph_hash.txt
@@ -1 +1 @@
-3cf0175b6d1f5c006dfd17d29027c4b6912846eec375b1a975876378f099af57
+6eacf2999de13e02a824d28f5f5dc8685214617bcf37037acebbed6b5cfcf3ef
diff --git a/samples/timm/convnextv2_atto.fcmae_ft_in1k/graph_hash.txt b/samples/timm/convnextv2_atto.fcmae_ft_in1k/graph_hash.txt
@@ -1 +1 @@
-c66466ed362e91b7ab9dec5c38bc4e70d2d78e515479441349935b2bc807f770
+5659821b1388697187cf5aa5c4c486d685d9a04a644023d946adef21c1cccc52
diff --git a/samples/timm/convnextv2_base.fcmae/graph_hash.txt b/samples/timm/convnextv2_base.fcmae/graph_hash.txt
@@ -1 +1 @@
-8d3afeab77d8b825e8fe1abe687ffb77e6f066e13c4b04211471aad7ecf62c65
+c370b4e1b16c7c195a29409eea28b982a95ed2061e2a31af2a1dbde8920a1bd7
diff --git a/samples/timm/convnextv2_base.fcmae_ft_in1k/graph_hash.txt b/samples/timm/convnextv2_base.fcmae_ft_in1k/graph_hash.txt
@@ -1 +1 @@
-8d87ff876e26add5d5c71dcfb9bc70367e838d0b8e8ac6cb2562fd7661d035a5
+b50dcb93e5bc2361afd357c144376d31fb9201a0e46e811cbd62517c13ca40cd
diff --git a/samples/timm/convnextv2_femto.fcmae/graph_hash.txt b/samples/timm/convnextv2_femto.fcmae/graph_hash.txt
@@ -1 +1 @@
-e5108a1f4678e444be04e203895b2668c3c7af06626cfc8faa2497b31f31b758
+85f2bd061dca6b76c47a1460c3041f35632103639fcfef5c8e2e8b4e95c1c923
diff --git a/samples/timm/convnextv2_femto.fcmae_ft_in1k/graph_hash.txt b/samples/timm/convnextv2_femto.fcmae_ft_in1k/graph_hash.txt
@@ -1 +1 @@
-4a937f17830161ff371fbc0820658beeedd7e940c7d349c7a86885d72baab3a6
+e521c354f4fd1cee76eba3bd0488107df419021caa97e5e2158311600e884423
diff --git a/samples/timm/convnextv2_huge.fcmae/graph_hash.txt b/samples/timm/convnextv2_huge.fcmae/graph_hash.txt
@@ -1 +1 @@
-8fcb4693ac7ae2f805b5c736406cfc3dfd8b7c5eeffaea4e083ab3f65af787d5
+5e1f92b505de1146cfa469a2d1ec85a13f3657366d221942d002c8a2ca1f6d5f
diff --git a/samples/timm/convnextv2_huge.fcmae_ft_in1k/graph_hash.txt b/samples/timm/convnextv2_huge.fcmae_ft_in1k/graph_hash.txt
@@ -1 +1 @@
-f89d8e3e398c7a58eb6fce1d1432881adf546a3af3016fdb63062b361da41a1e
+18a8c8568a1c5c537077d7bb0bfb0908c1ec74e099e5b1930a68e829e61561b0
diff --git a/samples/timm/convnextv2_large.fcmae/graph_hash.txt b/samples/timm/convnextv2_large.fcmae/graph_hash.txt
@@ -1 +1 @@
-5edc6a6e18554e542bf2d9176814b8693f8f0f277af6cc827ca95f027f217354
+79c8baccc7bb4296923ba07b9b32ab07061f410234cc7fae5d0fd77c44fd579e
diff --git a/samples/timm/convnextv2_large.fcmae_ft_in1k/graph_hash.txt b/samples/timm/convnextv2_large.fcmae_ft_in1k/graph_hash.txt
@@ -1 +1 @@
-a959225c800ea702edb90763031e8d806ff70463f142397e37c3ad05ece4f96d
+edb2b40f8fe4f2c5d87bd42f5885e5c4f5cab8be39069c0ff1a411c6c6aa2e4b
diff --git a/samples/timm/convnextv2_nano.fcmae/graph_hash.txt b/samples/timm/convnextv2_nano.fcmae/graph_hash.txt
@@ -1 +1 @@
-914c586df7bf0728ff0403e9e64ba9ace425ac173539baa29c2289106bd509d9
+69661e7cea54121e4b312cdf8d1c03663b54afb09828646a0013016e79765f79
diff --git a/samples/timm/convnextv2_nano.fcmae_ft_in1k/graph_hash.txt b/samples/timm/convnextv2_nano.fcmae_ft_in1k/graph_hash.txt
@@ -1 +1 @@
-b8181c9f9ff27ad7cb072ba4161f271d2e379ae487acc6a9fac1a9cc78ee1b70
+f746ed4638a200f28b1c4206ce92ceaa56c3c9e1c782be6a5c376a03b025c098
diff --git a/samples/timm/convnextv2_pico.fcmae/graph_hash.txt b/samples/timm/convnextv2_pico.fcmae/graph_hash.txt
@@ -1 +1 @@
-69e21bb20c51b1d85583aa5f82c6408fd0bd4b948662d296dd39624afcc86010
+3c97401f539a19ddda2409d8d5dc01c361a45fa1650273d16b7618a6b122f37d
diff --git a/samples/timm/convnextv2_pico.fcmae_ft_in1k/graph_hash.txt b/samples/timm/convnextv2_pico.fcmae_ft_in1k/graph_hash.txt
@@ -1 +1 @@
-069e5e4f030b7e114c60364f33ab05ca64cb2970bb19b122e93fc7528c1c2c86
+8e24cccf834ce3424ceb194fd9254b1cdf8fa877fbe7871e5b11493edf2d9002
diff --git a/samples/timm/convnextv2_tiny.fcmae/graph_hash.txt b/samples/timm/convnextv2_tiny.fcmae/graph_hash.txt
@@ -1 +1 @@
-768dce85976b59285690f156b20646da6537dbcca7eb13625f756f057c303bea
+9d756a97831eb6299fd60a557aa25a706e259ec6906fb7d411a470480ec741a4
diff --git a/samples/timm/convnextv2_tiny.fcmae_ft_in1k/graph_hash.txt b/samples/timm/convnextv2_tiny.fcmae_ft_in1k/graph_hash.txt
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