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v23.0.5
ezkl/examples/onnx
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dante e70e13a9e3 refactor!: rm ios,js,aggregation (#1013) 
BREAKING CHANGE: removes support for iOS, JS, WASM and removes aggregation circuit.
2025-10-10 09:56:41 -04:00
..
1d_conv
feat: generalize conv mem layout and ND (#935)
2025-02-10 09:11:58 -05:00
1l_average
fix: patch arg processing for 1D sumpool (#646)
2023-12-05 22:13:03 +00:00
1l_batch_norm
feat: einsum op (#245)
2023-05-18 15:24:52 +01:00
1l_concat
feat: einsum op (#245)
2023-05-18 15:24:52 +01:00
1l_conv
feat: einsum op (#245)
2023-05-18 15:24:52 +01:00
1l_conv_transpose
chore: small worm example (#568)
2024-07-15 09:20:37 -04:00
1l_div
feat: pass data directly in cli (#939)
2025-02-13 12:35:13 -05:00
1l_downsample
feat: downsample op (#337)
2023-07-06 17:43:19 +01:00
1l_eltwise_div
refactor: remove lookup scale rebasing (#448)
2023-08-31 21:20:54 +01:00
1l_elu
refactor: leverage sparsity in argument construction (#392)
2023-08-04 20:52:56 +01:00
1l_erf
feat: add gelu non-linearity (#183)
2023-04-14 13:24:57 +01:00
1l_flatten
feat: pack op on outputs for reducing EVM costs (#147)
2023-03-05 18:24:59 +00:00
1l_gelu_noappx
chore: cleanup integration tests (#600)
2023-11-11 08:58:44 +03:00
1l_gelu_tanh_appx
feat: add gelu non-linearity (#183)
2023-04-14 13:24:57 +01:00
1l_identity
refactor: hard fail for verify (#347)
2023-07-09 22:12:57 +01:00
1l_instance_norm
feat: allow for single channel conv kernels (#201)
2023-04-24 08:41:53 +01:00
1l_leakyrelu
chore: cleanup integration tests (#600)
2023-11-11 08:58:44 +03:00
1l_linear
fix: patch int to float cast and rounding ops (#580)
2023-10-27 20:43:00 +01:00
1l_lppool
chore: more complete coverage tests (#748)
2024-03-20 18:53:47 +00:00
1l_max_pool
feat: GreaterEqual, LessEqual ops +lightgbm example notebook (#467)
2023-09-09 09:17:58 +01:00
1l_mean
fix: patch int to float cast and rounding ops (#580)
2023-10-27 20:43:00 +01:00
1l_mlp
refactor: clean up const raw values after processing (#400)
2023-08-10 03:29:17 +01:00
1l_pad
feat: einsum op (#245)
2023-05-18 15:24:52 +01:00
1l_powf
refactor: replace most identity checks with constrain equal (#500)
2023-09-24 16:48:48 +01:00
1l_prelu
chore: cleanup integration tests (#600)
2023-11-11 08:58:44 +03:00
1l_relu
feat: cuboid cell arrangement (#594)
2023-11-06 08:25:04 +00:00
1l_reshape
chore: cleanup integration tests (#600)
2023-11-11 08:58:44 +03:00
1l_sigmoid
refactor: track onnx examples in main repo (#121)
2023-02-26 16:56:17 +00:00
1l_slice
feat: einsum op (#245)
2023-05-18 15:24:52 +01:00
1l_softmax
feat: einsum op (#245)
2023-05-18 15:24:52 +01:00
1l_sqrt
chore: cleanup integration tests (#600)
2023-11-11 08:58:44 +03:00
1l_tanh
feat: attest to negative values in da verifier + make calls to accounts updatable. (#493)
2023-09-26 13:18:34 +01:00
1l_tiny_div
feat: power of 2 div using type system (#702)
2024-02-04 02:43:38 +00:00
1l_topk
refactor: lookup safety during cal should be selectable (#678)
2024-01-03 16:10:58 +00:00
1l_upsample
feat: nearest neighbour upsampling (#264)
2023-05-31 08:26:23 +01:00
1l_var
fix: prevent calibrate from picking too large extended K (#641)
2023-12-03 18:26:08 +00:00
1l_where
refactor: allow for private where/less/greater thresholding (#430)
2023-08-23 12:11:02 +01:00
2l_relu_fc
feat: einsum op (#245)
2023-05-18 15:24:52 +01:00
2l_relu_sigmoid
feat: einsum op (#245)
2023-05-18 15:24:52 +01:00
2l_relu_sigmoid_conv
feat: einsum op (#245)
2023-05-18 15:24:52 +01:00
2l_relu_sigmoid_small
refactor: track onnx examples in main repo (#121)
2023-02-26 16:56:17 +00:00
2l_relu_small
refactor: track onnx examples in main repo (#121)
2023-02-26 16:56:17 +00:00
2l_sigmoid_small
feat: single lookup config (#156)
2023-03-09 09:08:24 +00:00
3l_relu_conv_fc
feat: einsum op (#245)
2023-05-18 15:24:52 +01:00
4l_relu_conv_fc
feat: nanoGPT example (#255)
2023-05-23 23:31:39 +01:00
accuracy
fix: index deletion for constant pairwise ops (#447)
2023-08-28 23:57:39 +01:00
arange
feat: condense range related nodes into single constant (#626)
2023-11-22 23:32:24 +00:00
bitshift
refactor: carry conv/deconv kernel info at the const node level (#684)
2024-01-09 19:20:16 +00:00
bitwise_ops
refactor: carry conv/deconv kernel info at the const node level (#684)
2024-01-09 19:20:16 +00:00
blackman_window
fix: remove implicit unwrap in einsum prod pair iteration (#644)
2023-12-04 23:21:54 +00:00
boolean
chore: support all padding types (#848)
2024-10-05 10:43:12 -04:00
boolean_identity
chore: cleanup input scale processing (#433)
2023-08-25 10:24:19 +01:00
celu
chore: more complete coverage tests (#748)
2024-03-20 18:53:47 +00:00
clip
chore: more complete coverage tests (#748)
2024-03-20 18:53:47 +00:00
decision_tree
feat: allow for gather op with private/advice indices (#454)
2023-09-04 17:30:49 +01:00
doodles
feat: re-export init_thread_pool in wasm modules (#226)
2023-05-07 07:59:39 +01:00
exp
chore: generalize the exp to other bases (#875)
2024-11-26 09:31:12 +09:00
eye
fix: remove implicit unwrap in einsum prod pair iteration (#644)
2023-12-04 23:21:54 +00:00
fr_age
chore: rm lots of clones (#980)
2025-05-26 10:54:09 -04:00
gather_elements
chore: don't div on cast 0 -> 0 (#494)
2023-09-19 10:54:27 +01:00
gather_nd
feat: gather_nd/scatter_nd support (#737)
2024-03-11 22:05:40 +00:00
general_exp
chore: generalize the exp to other bases (#875)
2024-11-26 09:31:12 +09:00
gradient_boosted_trees
chore: tree ensemble examples (#461)
2023-09-05 23:35:11 +01:00
gru
chore: more complete coverage tests (#748)
2024-03-20 18:53:47 +00:00
hard_max
chore: more complete coverage tests (#748)
2024-03-20 18:53:47 +00:00
hard_sigmoid
chore: more complete coverage tests (#748)
2024-03-20 18:53:47 +00:00
hard_swish
chore: more complete coverage tests (#748)
2024-03-20 18:53:47 +00:00
hierarchical_risk
fix: empty dim len can be 1 (#949)
2025-02-28 23:56:19 -05:00
hummingbird_decision_tree
feat: onehot op (#472)
2023-09-12 09:36:13 +01:00
idolmodel
refactor: hard fail for verify (#347)
2023-07-09 22:12:57 +01:00
integer_div
fix: use onnx convention when integer dividing (#925)
2025-02-05 09:32:44 +00:00
large_mlp
feat: implement generalized Freivalds' algorithm for arbitrary einsum (#990)
2025-10-08 07:34:32 -04:00
large_op_graph
refactor: track onnx examples in main repo (#121)
2023-02-26 16:56:17 +00:00
layernorm
feat: layer-norm support (#638)
2023-11-29 12:48:52 +00:00
lenet_5
chore: const filtering optimizations (#825)
2024-07-12 12:37:02 +01:00
less
chore: don't div on cast 0 -> 0 (#494)
2023-09-19 10:54:27 +01:00
lightgbm
feat: GreaterEqual, LessEqual ops +lightgbm example notebook (#467)
2023-09-09 09:17:58 +01:00
linear_regression
docs: linear regression example (#531)
2023-10-06 23:57:30 +01:00
linear_svc
chore: broader onnx type to felt conversion support (#486)
2023-09-15 08:29:48 +01:00
log
feat: bounded lookup log argument (#864)
2024-11-07 12:16:55 +00:00
log_softmax
chore: more complete coverage tests (#748)
2024-03-20 18:53:47 +00:00
logsumexp
chore: more complete coverage tests (#748)
2024-03-20 18:53:47 +00:00
lstm
refactor: multi outlet nodes (#403)
2023-08-10 17:16:01 -04:00
lstm_large
fix: hold stacked outputs in a separate map
2024-04-02 21:37:20 +01:00
lstm_medium
chore: medium sized lstm example (#785)
2024-05-01 16:35:11 +01:00
ltsf
fix: patch arg processing for 1D sumpool (#646)
2023-12-05 22:13:03 +00:00
max
feat: einsum op (#245)
2023-05-18 15:24:52 +01:00
min
chore: cleanup integration tests (#600)
2023-11-11 08:58:44 +03:00
mish
chore: more complete coverage tests (#748)
2024-03-20 18:53:47 +00:00
mnist_gan
fix: get input scales from graph for da creation (#529)
2023-10-06 23:28:13 +01:00
mobilenet
feat: allow for single channel conv kernels (#201)
2023-04-24 08:41:53 +01:00
mobilenet_large
fix: allow for variable const indices in max/min nodes (#431)
2023-08-23 09:59:45 +01:00
multihead_attention
feat: vka hashing squash (#982)
2025-06-27 22:58:10 +02:00
nanoGPT
chore: pass check-mode as argument to KZG tests (#256)
2023-05-25 13:58:30 +01:00
oh_decision_tree
fix: rebase one hot op inputs to be of scale 0 (type TDIM) (#485)
2023-09-14 14:48:20 +01:00
prelu_gmm
refactor: leverage sparsity in argument construction (#392)
2023-08-04 20:52:56 +01:00
quantize_dequantize
chore: quant/dequant as identity (#426)
2023-08-19 16:06:47 -06:00
random_forest
chore: tree ensemble examples (#461)
2023-09-05 23:35:11 +01:00
reducel1
chore: more complete coverage tests (#748)
2024-03-20 18:53:47 +00:00
reducel2
chore: more complete coverage tests (#748)
2024-03-20 18:53:47 +00:00
remainder
refactor: carry conv/deconv kernel info at the const node level (#684)
2024-01-09 19:20:16 +00:00
rnn
feat: fully recursive loops for subgraphs (#424)
2023-08-18 13:53:49 -06:00
rounding_ops
feat: bounded lookup round half to even (#863)
2024-11-01 00:51:15 -04:00
rsqrt
chore: rm lookup recip (#859)
2024-10-29 15:57:38 -04:00
scatter_elements
feat: scatter elements argument (#503)
2023-09-27 01:04:03 +01:00
scatter_nd
chore: update tract to 0.21.8-pre (#878)
2024-12-03 16:52:03 -05:00
self_attention
feat: nanoGPT example (#255)
2023-05-23 23:31:39 +01:00
selu
fix: remove implicit unwrap in einsum prod pair iteration (#644)
2023-12-04 23:21:54 +00:00
sklearn_mlp
fix: patch tract inference for ? dims (#576)
2023-10-26 23:30:24 +01:00
smallworm
refactor!: rm ios,js,aggregation (#1013)
2025-10-10 09:56:41 -04:00
softplus
fix: remove implicit unwrap in einsum prod pair iteration (#644)
2023-12-04 23:21:54 +00:00
softsign
fix: remove implicit unwrap in einsum prod pair iteration (#644)
2023-12-04 23:21:54 +00:00
trig
chore: sign op (#376)
2023-07-28 15:31:42 +01:00
tril
chore: more complete coverage tests (#748)
2024-03-20 18:53:47 +00:00
triu
chore: more complete coverage tests (#748)
2024-03-20 18:53:47 +00:00
tutorial
feat: einsum op (#245)
2023-05-18 15:24:52 +01:00
variable_cnn
fix: get input scales from graph for da creation (#529)
2023-10-06 23:28:13 +01:00
xgboost
feat: private GatherElements op (#462)
2023-09-06 14:47:17 +01:00
xgboost_reg
chore: don't div on cast 0 -> 0 (#494)
2023-09-19 10:54:27 +01:00