MagNet-Transformers / N30 /reference.json
minjiechen's picture
Publish verified MagNet legacy Transformer models
ebe0477 verified
Raw History Blame Contribute Delete
7.27 kB
{
"status": "parity-prototype; not an independent accuracy validation",
"inputs": {
"material": "N30",
"waveform": "sine",
"frequency_hz": 100000,
"flux_t": 0.1,
"temperature_c": 25,
"bias_a_per_m": 0,
"duty": 0.5
},
"b_waveform_t": [
0.0,
0.004906767432741802,
0.009801714032956061,
0.014673047445536175,
0.019509032201612826,
0.02429801799032639,
0.029028467725446233,
0.03368898533922201,
0.03826834323650898,
0.042755509343028214,
0.04713967368259977,
0.051410274419322166,
0.05555702330196022,
0.05956993044924334,
0.06343932841636456,
0.06715589548470184,
0.07071067811865475,
0.07409511253549592,
0.0773010453362737,
0.08032075314806449,
0.08314696123025453,
0.08577286100002722,
0.0881921264348355,
0.09039892931234433,
0.09238795325112868,
0.09415440651830209,
0.09569403357322089,
0.0970031253194544,
0.09807852804032305,
0.0989176509964781,
0.09951847266721969,
0.09987954562051725,
0.1,
0.09987954562051725,
0.09951847266721969,
0.0989176509964781,
0.09807852804032305,
0.0970031253194544,
0.0956940335732209,
0.09415440651830209,
0.09238795325112868,
0.09039892931234435,
0.08819212643483551,
0.08577286100002722,
0.08314696123025454,
0.0803207531480645,
0.07730104533627372,
0.07409511253549592,
0.07071067811865477,
0.06715589548470186,
0.06343932841636456,
0.05956993044924335,
0.05555702330196022,
0.05141027441932218,
0.04713967368259979,
0.04275550934302821,
0.03826834323650899,
0.03368898533922204,
0.02902846772544624,
0.02429801799032641,
0.01950903220161286,
0.01467304744553618,
0.009801714032956084,
0.004906767432741797,
1.2246467991473533e-17,
-0.004906767432741772,
-0.00980171403295606,
-0.014673047445536158,
-0.019509032201612837,
-0.02429801799032638,
-0.029028467725446212,
-0.03368898533922201,
-0.03826834323650897,
-0.042755509343028186,
-0.04713967368259977,
-0.05141027441932216,
-0.0555570233019602,
-0.05956993044924333,
-0.06343932841636453,
-0.06715589548470184,
-0.07071067811865475,
-0.07409511253549589,
-0.07730104533627367,
-0.08032075314806451,
-0.08314696123025453,
-0.0857728610000272,
-0.0881921264348355,
-0.09039892931234432,
-0.09238795325112865,
-0.09415440651830209,
-0.09569403357322089,
-0.0970031253194544,
-0.09807852804032303,
-0.09891765099647809,
-0.09951847266721969,
-0.09987954562051725,
-0.1,
-0.09987954562051725,
-0.09951847266721969,
-0.09891765099647809,
-0.09807852804032305,
-0.0970031253194544,
-0.0956940335732209,
-0.09415440651830209,
-0.09238795325112867,
-0.09039892931234433,
-0.08819212643483551,
-0.08577286100002723,
-0.08314696123025456,
-0.08032075314806453,
-0.07730104533627369,
-0.07409511253549592,
-0.07071067811865477,
-0.06715589548470187,
-0.0634393284163646,
-0.05956993044924333,
-0.05555702330196022,
-0.051410274419322194,
-0.0471396736825998,
-0.042755509343028256,
-0.038268343236509045,
-0.033688985339222,
-0.02902846772544625,
-0.02429801799032642,
-0.019509032201612875,
-0.01467304744553624,
-0.00980171403295605,
-0.00490676743274181
],
"torch_h_waveform_a_per_m": [
3.5320379734039307,
4.242212772369385,
4.870158672332764,
5.572015762329102,
6.283801555633545,
6.926383972167969,
7.56362247467041,
8.186564445495605,
8.780230522155762,
9.342217445373535,
9.896547317504883,
10.431758880615234,
10.928606986999512,
11.406277656555176,
11.875327110290527,
12.31025218963623,
12.71391773223877,
13.091567039489746,
13.43051815032959,
13.736567497253418,
14.026941299438477,
14.275927543640137,
14.486477851867676,
14.666687965393066,
14.812030792236328,
14.922810554504395,
15.001314163208008,
15.045454025268555,
15.054160118103027,
15.024262428283691,
14.949264526367188,
14.839157104492188,
14.703994750976562,
14.542767524719238,
14.331504821777344,
14.08211612701416,
13.792405128479004,
13.470099449157715,
13.123908042907715,
12.740535736083984,
12.313115119934082,
11.851914405822754,
11.363434791564941,
10.841933250427246,
10.292549133300781,
9.721858978271484,
9.123041152954102,
8.498229026794434,
7.8518385887146,
7.192009925842285,
6.523859024047852,
5.841504096984863,
5.144988059997559,
4.443320274353027,
3.7320752143859863,
3.0229125022888184,
2.320059299468994,
1.6154541969299316,
0.9107196927070618,
0.20578642189502716,
-0.49997425079345703,
-1.2066432237625122,
-1.918447732925415,
-2.636448383331299,
-3.3574767112731934,
-4.07150936126709,
-4.772811412811279,
-5.463108062744141,
-6.147712230682373,
-6.82278299331665,
-7.481836795806885,
-8.12325668334961,
-8.745627403259277,
-9.34591293334961,
-9.916106224060059,
-10.45891284942627,
-10.978399276733398,
-11.46782398223877,
-11.933080673217773,
-12.373412132263184,
-12.779731750488281,
-13.150650024414062,
-13.494662284851074,
-13.812606811523438,
-14.094104766845703,
-14.338340759277344,
-14.542618751525879,
-14.706084251403809,
-14.839838981628418,
-14.941758155822754,
-15.001053810119629,
-15.031937599182129,
-15.030118942260742,
-14.983719825744629,
-14.902165412902832,
-14.790075302124023,
-14.641172409057617,
-14.456021308898926,
-14.238971710205078,
-13.97702693939209,
-13.679100036621094,
-13.360098838806152,
-13.002279281616211,
-12.61549186706543,
-12.206283569335938,
-11.766641616821289,
-11.292786598205566,
-10.780580520629883,
-10.242424011230469,
-9.676374435424805,
-9.085618019104004,
-8.470624923706055,
-7.835643768310547,
-7.182194709777832,
-6.516098499298096,
-5.834861755371094,
-5.139866352081299,
-4.432471752166748,
-3.7273905277252197,
-3.0223069190979004,
-2.3153836727142334,
-1.6032719612121582,
-0.8867596387863159,
-0.16851162910461426,
0.5377482771873474,
1.216389536857605,
1.9118977785110474,
2.620595932006836
],
"torch_loss_w_per_m3": 106773.63937460932,
"source_sha256": {
"checkpoint": "e777681859b6d20bb797d550f569446fb0a29398c9235c3fc3b63aeaf83dc5a9",
"normalizer": "f651a9d113fdfeeae5aea3e0cac97b3f6d940e62dca570f7f1424ae970ebd6a0",
"architecture": "bbc0d55879671395a9e02d7f5bbaf3fcac416c7a6beb5a7fec69d48adf542bb7"
},
"versions": {
"torch": "2.14.1",
"onnxruntime": "1.31.0"
},
"parity": {
"loss_relative_error": 3.162347082266474e-07,
"max_abs_h_error_a_per_m": 1.33514404296875e-05,
"max_abs_memory_error": 5.0067901611328125e-06,
"max_abs_h_change_across_future_token_seeds": 0.0,
"parity_pass": true
}
}