[Feature] from_module

[vmoens]

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[github-actions]

$\color{#D29922}\textsf{\Large⚠\kern{0.2cm}\normalsize Warning}$ Result of CPU Benchmark Tests

Total Benchmarks: 47. Improved: $\large\color{#35bf28}2$. Worsened: $\large\color{#d91a1a}3$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_common_ops	1.1347ms	1.0988ms	910.1051 Ops/s	922.2474 Ops/s	$\color{#d91a1a}-1.32\%$
test_creation	5.1741μs	4.6185μs	216.5206 KOps/s	223.5500 KOps/s	$\color{#d91a1a}-3.14\%$
test_creation_empty	12.3071μs	11.5941μs	86.2506 KOps/s	86.8680 KOps/s	$\color{#d91a1a}-0.71\%$
test_creation_nested_1	23.3742μs	22.3160μs	44.8108 KOps/s	43.6736 KOps/s	$\color{#35bf28}+2.60\%$
test_creation_nested_2	23.1762μs	22.3730μs	44.6968 KOps/s	45.1399 KOps/s	$\color{#d91a1a}-0.98\%$
test_clone	29.3043μs	27.6885μs	36.1160 KOps/s	36.3951 KOps/s	$\color{#d91a1a}-0.77\%$
test_getitem[int]	34.9018μs	34.2667μs	29.1828 KOps/s	29.2220 KOps/s	$\color{#d91a1a}-0.13\%$
test_getitem[slice_int]	73.3678μs	71.8097μs	13.9257 KOps/s	13.8696 KOps/s	$\color{#35bf28}+0.40\%$
test_getitem[range]	80.6574μs	71.5272μs	13.9807 KOps/s	14.2273 KOps/s	$\color{#d91a1a}-1.73\%$
test_getitem[tuple]	67.7067μs	66.9802μs	14.9298 KOps/s	14.8679 KOps/s	$\color{#35bf28}+0.42\%$
test_getitem[list]	70.9251μs	63.2921μs	15.7998 KOps/s	16.0552 KOps/s	$\color{#d91a1a}-1.59\%$
test_setitem_dim[int]	88.7010μs	48.8881μs	20.4549 KOps/s	21.0147 KOps/s	$\color{#d91a1a}-2.66\%$
test_setitem_dim[slice_int]	0.1370ms	88.5308μs	11.2955 KOps/s	11.4450 KOps/s	$\color{#d91a1a}-1.31\%$
test_setitem_dim[range]	0.1770ms	83.0475μs	12.0413 KOps/s	12.3485 KOps/s	$\color{#d91a1a}-2.49\%$
test_setitem_dim[tuple]	0.1187ms	81.3728μs	12.2891 KOps/s	12.4169 KOps/s	$\color{#d91a1a}-1.03\%$
test_setitem	36.2983μs	35.4549μs	28.2049 KOps/s	28.8541 KOps/s	$\color{#d91a1a}-2.25\%$
test_set	35.5653μs	34.3079μs	29.1478 KOps/s	29.8493 KOps/s	$\color{#d91a1a}-2.35\%$
test_set_shared	0.1655ms	0.1614ms	6.1962 KOps/s	6.1341 KOps/s	$\color{#35bf28}+1.01\%$
test_update	38.8113μs	37.9263μs	26.3669 KOps/s	26.8743 KOps/s	$\color{#d91a1a}-1.89\%$
test_update_nested	58.7815μs	57.7708μs	17.3098 KOps/s	17.6932 KOps/s	$\color{#d91a1a}-2.17\%$
test_set_nested	46.7764μs	45.4529μs	22.0008 KOps/s	22.2920 KOps/s	$\color{#d91a1a}-1.31\%$
test_set_nested_new	72.2196μs	63.2560μs	15.8088 KOps/s	15.8617 KOps/s	$\color{#d91a1a}-0.33\%$
test_select	0.1027ms	0.1013ms	9.8691 KOps/s	9.9073 KOps/s	$\color{#d91a1a}-0.39\%$
test_creation[device0]	1.3040ms	0.5077ms	1.9697 KOps/s	1.9795 KOps/s	$\color{#d91a1a}-0.49\%$
test_creation_from_tensor	0.5938ms	0.4752ms	2.1044 KOps/s	1.8311 KOps/s	$\textbf{\color{#35bf28}+14.92\%}$
test_add_one[memmap_tensor0]	50.2424μs	32.0546μs	31.1968 KOps/s	32.6436 KOps/s	$\color{#d91a1a}-4.43\%$
test_contiguous[memmap_tensor0]	9.1671μs	8.6234μs	115.9638 KOps/s	122.6974 KOps/s	$\textbf{\color{#d91a1a}-5.49\%}$
test_stack[memmap_tensor0]	0.1949ms	45.1104μs	22.1678 KOps/s	21.8100 KOps/s	$\color{#35bf28}+1.64\%$
test_reshape_pytree	40.1583μs	37.4860μs	26.6766 KOps/s	27.2114 KOps/s	$\color{#d91a1a}-1.97\%$
test_reshape_td	53.8254μs	51.3207μs	19.4853 KOps/s	19.8224 KOps/s	$\color{#d91a1a}-1.70\%$
test_view_pytree	35.4713μs	34.4130μs	29.0588 KOps/s	29.7943 KOps/s	$\color{#d91a1a}-2.47\%$
test_view_td	10.3511μs	9.3956μs	106.4330 KOps/s	106.2343 KOps/s	$\color{#35bf28}+0.19\%$
test_unbind_pytree	39.5863μs	38.1147μs	26.2366 KOps/s	26.5942 KOps/s	$\color{#d91a1a}-1.34\%$
test_unbind_td	0.1602ms	0.1582ms	6.3228 KOps/s	6.3850 KOps/s	$\color{#d91a1a}-0.97\%$
test_split_pytree	46.5164μs	43.7675μs	22.8480 KOps/s	23.4621 KOps/s	$\color{#d91a1a}-2.62\%$
test_split_td	0.1225ms	0.1197ms	8.3560 KOps/s	8.3537 KOps/s	$\color{#35bf28}+0.03\%$
test_add_pytree	48.9304μs	46.9580μs	21.2956 KOps/s	21.6705 KOps/s	$\color{#d91a1a}-1.73\%$
test_add_td	68.9096μs	67.2957μs	14.8598 KOps/s	15.4099 KOps/s	$\color{#d91a1a}-3.57\%$
test_distributed	84.0010μs	84.0010μs	11.9046 KOps/s	11.0252 KOps/s	$\textbf{\color{#35bf28}+7.98\%}$
test_tdmodule	52.2010μs	25.7224μs	38.8766 KOps/s	38.8361 KOps/s	$\color{#35bf28}+0.10\%$
test_tdmodule_dispatch	63.2761ms	60.9826μs	16.3981 KOps/s	18.3233 KOps/s	$\textbf{\color{#d91a1a}-10.51\%}$
test_tdseq	0.1974ms	36.3954μs	27.4760 KOps/s	27.8727 KOps/s	$\color{#d91a1a}-1.42\%$
test_tdseq_dispatch	0.1084ms	65.0597μs	15.3705 KOps/s	15.7399 KOps/s	$\color{#d91a1a}-2.35\%$
test_instantiation_functorch	1.7679ms	1.6348ms	611.7032 Ops/s	611.7552 Ops/s	$-0.01\%$
test_instantiation_td	9.7576ms	1.3302ms	751.7859 Ops/s	806.6552 Ops/s	$\textbf{\color{#d91a1a}-6.80\%}$
test_exec_functorch	0.2211ms	0.1882ms	5.3124 KOps/s	5.5084 KOps/s	$\color{#d91a1a}-3.56\%$
test_exec_td	0.2338ms	0.2293ms	4.3604 KOps/s	4.4334 KOps/s	$\color{#d91a1a}-1.65\%$

[github-actions]

$\color{#35bf28}\textsf{\Large✔\kern{0.2cm}\normalsize OK}$ Result of GPU Benchmark Tests

Total Benchmarks: 47. Improved: $\large\color{#35bf28}2$. Worsened: $\large\color{#d91a1a}0$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_common_ops	0.9709ms	0.9363ms	1.0680 KOps/s	1.0805 KOps/s	$\color{#d91a1a}-1.15\%$
test_creation	3.6510μs	3.3464μs	298.8302 KOps/s	305.1698 KOps/s	$\color{#d91a1a}-2.08\%$
test_creation_empty	9.9811μs	9.4369μs	105.9676 KOps/s	109.3398 KOps/s	$\color{#d91a1a}-3.08\%$
test_creation_nested_1	19.5522μs	17.0288μs	58.7239 KOps/s	58.7938 KOps/s	$\color{#d91a1a}-0.12\%$
test_creation_nested_2	19.0902μs	18.2062μs	54.9262 KOps/s	56.8906 KOps/s	$\color{#d91a1a}-3.45\%$
test_clone	23.9922μs	22.0893μs	45.2708 KOps/s	46.0923 KOps/s	$\color{#d91a1a}-1.78\%$
test_getitem[int]	29.4497μs	26.9564μs	37.0970 KOps/s	38.5704 KOps/s	$\color{#d91a1a}-3.82\%$
test_getitem[slice_int]	55.9646μs	55.2768μs	18.0908 KOps/s	18.4740 KOps/s	$\color{#d91a1a}-2.07\%$
test_getitem[range]	66.8504μs	60.0661μs	16.6483 KOps/s	16.5989 KOps/s	$\color{#35bf28}+0.30\%$
test_getitem[tuple]	51.3604μs	50.7206μs	19.7158 KOps/s	20.0609 KOps/s	$\color{#d91a1a}-1.72\%$
test_getitem[list]	58.1859μs	53.9500μs	18.5357 KOps/s	18.9151 KOps/s	$\color{#d91a1a}-2.01\%$
test_setitem_dim[int]	75.8010μs	39.7701μs	25.1445 KOps/s	25.2591 KOps/s	$\color{#d91a1a}-0.45\%$
test_setitem_dim[slice_int]	0.1224ms	69.8120μs	14.3242 KOps/s	14.1471 KOps/s	$\color{#35bf28}+1.25\%$
test_setitem_dim[range]	0.1717ms	69.6569μs	14.3561 KOps/s	14.1988 KOps/s	$\color{#35bf28}+1.11\%$
test_setitem_dim[tuple]	0.1042ms	64.1177μs	15.5963 KOps/s	15.6210 KOps/s	$\color{#d91a1a}-0.16\%$
test_setitem	28.6853μs	26.7483μs	37.3856 KOps/s	37.6244 KOps/s	$\color{#d91a1a}-0.63\%$
test_set	28.0223μs	26.5055μs	37.7280 KOps/s	38.7140 KOps/s	$\color{#d91a1a}-2.55\%$
test_set_shared	0.1684ms	0.1554ms	6.4342 KOps/s	6.4058 KOps/s	$\color{#35bf28}+0.44\%$
test_update	35.1574μs	28.7180μs	34.8214 KOps/s	34.8853 KOps/s	$\color{#d91a1a}-0.18\%$
test_update_nested	44.8125μs	43.4652μs	23.0069 KOps/s	23.0816 KOps/s	$\color{#d91a1a}-0.32\%$
test_set_nested	35.2904μs	33.6524μs	29.7155 KOps/s	29.6570 KOps/s	$\color{#35bf28}+0.20\%$
test_set_nested_new	48.6815μs	47.1057μs	21.2288 KOps/s	21.4069 KOps/s	$\color{#d91a1a}-0.83\%$
test_select	87.0209μs	76.9395μs	12.9972 KOps/s	12.9996 KOps/s	$\color{#d91a1a}-0.02\%$
test_creation[device0]	1.3579ms	0.5156ms	1.9395 KOps/s	1.9465 KOps/s	$\color{#d91a1a}-0.36\%$
test_creation_from_tensor	0.6141ms	0.4849ms	2.0624 KOps/s	2.1294 KOps/s	$\color{#d91a1a}-3.15\%$
test_add_one[memmap_tensor0]	34.6343μs	30.1681μs	33.1476 KOps/s	33.5154 KOps/s	$\color{#d91a1a}-1.10\%$
test_contiguous[memmap_tensor0]	9.1501μs	8.2946μs	120.5610 KOps/s	118.7460 KOps/s	$\color{#35bf28}+1.53\%$
test_stack[memmap_tensor0]	0.2010ms	45.0405μs	22.2022 KOps/s	20.8679 KOps/s	$\textbf{\color{#35bf28}+6.39\%}$
test_reshape_pytree	30.7963μs	27.9534μs	35.7739 KOps/s	35.1849 KOps/s	$\color{#35bf28}+1.67\%$
test_reshape_td	43.0054μs	39.9059μs	25.0589 KOps/s	25.5834 KOps/s	$\color{#d91a1a}-2.05\%$
test_view_pytree	27.7283μs	26.3449μs	37.9580 KOps/s	37.8604 KOps/s	$\color{#35bf28}+0.26\%$
test_view_td	7.8291μs	6.9894μs	143.0729 KOps/s	142.1389 KOps/s	$\color{#35bf28}+0.66\%$
test_unbind_pytree	31.8233μs	30.0550μs	33.2723 KOps/s	32.8938 KOps/s	$\color{#35bf28}+1.15\%$
test_unbind_td	0.1268ms	0.1233ms	8.1070 KOps/s	8.1774 KOps/s	$\color{#d91a1a}-0.86\%$
test_split_pytree	35.5764μs	33.7727μs	29.6097 KOps/s	29.6261 KOps/s	$\color{#d91a1a}-0.06\%$
test_split_td	0.1337ms	95.5305μs	10.4679 KOps/s	10.5603 KOps/s	$\color{#d91a1a}-0.88\%$
test_add_pytree	40.3964μs	38.2378μs	26.1521 KOps/s	26.6602 KOps/s	$\color{#d91a1a}-1.91\%$
test_add_td	55.7546μs	53.3869μs	18.7312 KOps/s	19.0850 KOps/s	$\color{#d91a1a}-1.85\%$
test_distributed	98.0010μs	98.0010μs	10.2040 KOps/s	7.9364 KOps/s	$\textbf{\color{#35bf28}+28.57\%}$
test_tdmodule	0.1459ms	21.7537μs	45.9692 KOps/s	45.0967 KOps/s	$\color{#35bf28}+1.93\%$
test_tdmodule_dispatch	0.2185ms	47.2914μs	21.1455 KOps/s	20.9486 KOps/s	$\color{#35bf28}+0.94\%$
test_tdseq	71.9010μs	29.5891μs	33.7963 KOps/s	33.5144 KOps/s	$\color{#35bf28}+0.84\%$
test_tdseq_dispatch	0.2212ms	56.3091μs	17.7591 KOps/s	17.6208 KOps/s	$\color{#35bf28}+0.78\%$
test_instantiation_functorch	1.3588ms	1.2792ms	781.7625 Ops/s	784.1495 Ops/s	$\color{#d91a1a}-0.30\%$
test_instantiation_td	1.0585ms	0.9995ms	1.0005 KOps/s	1.0025 KOps/s	$\color{#d91a1a}-0.21\%$
test_exec_functorch	0.1966ms	0.1553ms	6.4391 KOps/s	6.3648 KOps/s	$\color{#35bf28}+1.17\%$
test_exec_td	0.1927ms	0.1876ms	5.3298 KOps/s	5.2121 KOps/s	$\color{#35bf28}+2.26\%$