From cac93f81ff557e925834fcd385956afc6dcd2ed3 Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Tue, 21 Jul 2026 19:34:58 -0500 Subject: results: complete five-depth local scaling panel --- results/fa_scale_v2_cifar10_fa_w64_d20_s4.json | 1 + 1 file changed, 1 insertion(+) create mode 100644 results/fa_scale_v2_cifar10_fa_w64_d20_s4.json (limited to 'results/fa_scale_v2_cifar10_fa_w64_d20_s4.json') diff --git a/results/fa_scale_v2_cifar10_fa_w64_d20_s4.json b/results/fa_scale_v2_cifar10_fa_w64_d20_s4.json new file mode 100644 index 0000000..76534b1 --- /dev/null +++ b/results/fa_scale_v2_cifar10_fa_w64_d20_s4.json @@ -0,0 +1 @@ +{"args": {"method": "fa", "dataset": "cifar10", "depth": 20, "width": 64, "epochs": 5, "batch_size": 128, "train_examples": 0, "max_batches": 0, "eta": 0.05, "momentum": 0.9, "act": "tanh", "residual": 1, "feedback_scale": 1.0, "pepita_f_scale": 0.05, "pepita_decay_epochs": null, "keep_prob": 0.9, "ff_threshold": 2.0, "ep_beta": null, "ep_dt": 0.5, "ep_free_steps": null, "ep_nudge_steps": null, "ep_persistent": 1, "canonical_preprocess": 1, "probe_bs": 512, "seed": 4, "device": "cuda", "outdir": "results", "tag": "fa_scale_v2_cifar10_fa_w64_d20_s4"}, "resolved_protocol": {"eta": 0.05, "feedback_scale": 1.0}, "method_source": {"paper": "https://www.nature.com/articles/ncomms13276", "protocol": "fixed random sequential feedback matrices"}, "provenance": {"git_commit": "d4aef1a571c21e6e4e4125c90aa58da7f14e62e3", "git_dirty": false}, "steps": [{"epoch_end": 0, "test_acc": 0.341, "test_loss": 1.880542822265625, "train_loss": 1.9230101108551025, "cos_fa_negg": [0.46430498361587524, 0.45095372200012207, 0.4283412992954254, 0.4427006244659424, 0.416703999042511, 0.42999035120010376, 0.4105098247528076, 0.40059012174606323, 0.3781779706478119, 0.3749293088912964, 0.3614580035209656, 0.361441045999527, 0.3667088449001312, 0.3718535900115967, 0.3606659770011902, 0.3521158695220947, 0.3602410554885864, 0.3562927544116974, 0.3430311977863312, 0.3661174178123474]}, {"epoch_end": 1, "test_acc": 0.3538, "test_loss": 1.8557802001953125, "train_loss": 1.814774751663208, "cos_fa_negg": [0.49476441740989685, 0.4887184500694275, 0.47284555435180664, 0.4721453785896301, 0.4493448734283447, 0.47639331221580505, 0.4562697410583496, 0.44146963953971863, 0.4196479320526123, 0.43411603569984436, 0.4194045662879944, 0.42853885889053345, 0.42769086360931396, 0.41958338022232056, 0.44591429829597473, 0.4285805821418762, 0.4140447974205017, 0.4283251464366913, 0.41620874404907227, 0.41992151737213135]}, {"epoch_end": 2, "test_acc": 0.3714, "test_loss": 1.8101418701171874, "train_loss": 1.9217771291732788, "cos_fa_negg": [0.5249724984169006, 0.5312557220458984, 0.51763916015625, 0.5154414176940918, 0.5173174142837524, 0.5073907375335693, 0.48679208755493164, 0.47699370980262756, 0.49719417095184326, 0.48706290125846863, 0.48293057084083557, 0.4676436185836792, 0.48548224568367004, 0.47258302569389343, 0.449502557516098, 0.45630303025245667, 0.45083245635032654, 0.44537559151649475, 0.4416165351867676, 0.4575299024581909]}, {"epoch_end": 3, "test_acc": 0.3742, "test_loss": 1.8079272094726562, "train_loss": 1.5897325277328491, "cos_fa_negg": [0.5845739841461182, 0.546905517578125, 0.5456808805465698, 0.5503847599029541, 0.5424333810806274, 0.5507893562316895, 0.5388039350509644, 0.5328589677810669, 0.5522972345352173, 0.5383857488632202, 0.5353145599365234, 0.5322962403297424, 0.5409510731697083, 0.5511437654495239, 0.5325473546981812, 0.5366122722625732, 0.5502095222473145, 0.5467326045036316, 0.5398892164230347, 0.5378079414367676]}, {"epoch_end": 4, "test_acc": 0.3822, "test_loss": 1.7798348266601562, "train_loss": 1.8358291387557983, "cos_fa_negg": [0.5658131241798401, 0.5924538373947144, 0.5962899923324585, 0.5992792844772339, 0.584439754486084, 0.6020035743713379, 0.5910577178001404, 0.5824770927429199, 0.5908671021461487, 0.5850791335105896, 0.5904465913772583, 0.5844746828079224, 0.5863028168678284, 0.5933652520179749, 0.5779247283935547, 0.5921299457550049, 0.6139003038406372, 0.604448676109314, 0.589789628982544, 0.6024150252342224]}], "final": {"test_acc": 0.3822, "test_loss": 1.7798348266601562, "wall_s": 17.341854095458984, "cos_fa_negg": [0.5658131241798401, 0.5924538373947144, 0.5962899923324585, 0.5992792844772339, 0.584439754486084, 0.6020035743713379, 0.5910577178001404, 0.5824770927429199, 0.5908671021461487, 0.5850791335105896, 0.5904465913772583, 0.5844746828079224, 0.5863028168678284, 0.5933652520179749, 0.5779247283935547, 0.5921299457550049, 0.6139003038406372, 0.604448676109314, 0.589789628982544, 0.6024150252342224], "loss": 1.7827378511428833}} \ No newline at end of file -- cgit v1.2.3