Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 1 | { |
| 2 | "add": { |
| 3 | "tests": [ |
| 4 | "add_1_qi16", |
| 5 | "add_1x32x32x8_qi8" |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 6 | ], |
| 7 | "profile": [ |
| 8 | "tosa-bi", |
| 9 | "tosa-mi" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 10 | ] |
| 11 | }, |
| 12 | "average_pool_2d": { |
| 13 | "alternate_names": [ |
| 14 | "avg_pool2d" |
| 15 | ], |
| 16 | "tests": [ |
| 17 | "average_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11", |
| 18 | "average_pool_2d_1x4x8x19_qi16_st21_padSAME_kern22", |
| 19 | "average_pool_2d_1x7x7x9_qi8_st22_padSAME_kern11", |
| 20 | "average_pool_2d_1x32x32x8_qu8_st12_padVALID_kern12", |
| 21 | "average_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21" |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 22 | ], |
| 23 | "profile": [ |
| 24 | "tosa-bi", |
| 25 | "tosa-mi" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 26 | ] |
| 27 | }, |
| 28 | "concatenation": { |
| 29 | "tests": [ |
| 30 | "concatenation_concat_13x21x3_i32_axis_0", |
| 31 | "concatenation_concat_14x19_i32_axis_1", |
| 32 | "concatenation_concat_1x32x32x8_i32_axis_2", |
| 33 | "concatenation_concat_64_i32_axis_m1", |
| 34 | "concatenation_concatv2_13x21x3_i32_axis_1", |
| 35 | "concatenation_concatv2_1x32x32x8_i32_axis_m2", |
| 36 | "concatenation_concatv2_1x7x7x9_i32_axis_m3", |
| 37 | "concatenation_concatv2_64_i32_axis_0" |
| 38 | ], |
| 39 | "alternate_names": [ |
| 40 | "concat", |
| 41 | "concatv2" |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 42 | ], |
| 43 | "profile": [ |
| 44 | "tosa-bi", |
| 45 | "tosa-mi" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 46 | ] |
| 47 | }, |
| 48 | "conv_2d": { |
| 49 | "alternate_names": [ |
| 50 | "conv2d" |
| 51 | ], |
| 52 | "tests": [ |
| 53 | "conv_2d_1x1_1x4x8x19_qu8_st11_padVALID_dilat21", |
| 54 | "conv_2d_3x3_1x7x7x9_qi8_st12_padVALID_dilat11", |
| 55 | "conv_2d_5x5_1x32x32x8_qu8_st11_padSAME_dilat22", |
| 56 | "conv_2d_bias_1x1_1x32x32x8_qi8_st11_padVALID_dilat12", |
| 57 | "conv_2d_bias_5x5_1x7x7x9_qu8_st22_padSAME_dilat12", |
| 58 | "conv_2d_relu_1x1_1x32x32x8_qi8", |
| 59 | "conv_2d_relu_3x3_1x4x8x19_qu8", |
| 60 | "conv_2d_relu6_3x3_1x8x4x17_qi8", |
| 61 | "conv_2d_relu6_5x5_1x4x8x19_qu8", |
| 62 | "conv_2d_relu_n1_to_1_3x3_1x32x32x8_qu8", |
| 63 | "conv_2d_relu_n1_to_1_5x5_1x7x7x9_qi8", |
| 64 | "conv_2d_tanh_3x3_1x7x7x9_qi8", |
| 65 | "conv_2d_tanh_5x5_1x32x32x8_qu8" |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 66 | ], |
| 67 | "profile": [ |
| 68 | "tosa-bi", |
| 69 | "tosa-mi" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 70 | ] |
| 71 | }, |
| 72 | "depthwise_conv_2d": { |
| 73 | "alternate_names": [ |
| 74 | "depthwise_conv2d" |
| 75 | ], |
| 76 | "tests": [ |
| 77 | "depthwise_conv_2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat21", |
| 78 | "depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11", |
| 79 | "depthwise_conv_2d_5x5_1x32x32x8_qi8_st11_padSAME_dilat12", |
| 80 | "depthwise_conv_2d_bias_1x1_1x4x4x4_qu8_st11_padSAME_dilat11", |
| 81 | "depthwise_conv_2d_bias_3x3_1x32x32x8_qu8_st11_padVALID_dilat22" |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 82 | ], |
| 83 | "profile": [ |
| 84 | "tosa-bi", |
| 85 | "tosa-mi" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 86 | ] |
| 87 | }, |
| 88 | "fully_connected": { |
| 89 | "alternate_names": [ |
| 90 | "matmul" |
| 91 | ], |
| 92 | "tests": [ |
| 93 | "fully_connected_1x4x4x4_qi8", |
| 94 | "fully_connected_13x21x3_qu8", |
| 95 | "fully_connected_14x19_qi8" |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 96 | ], |
| 97 | "profile": [ |
| 98 | "tosa-bi", |
| 99 | "tosa-mi" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 100 | ] |
| 101 | }, |
| 102 | "leaky_relu": { |
| 103 | "tests": [ |
| 104 | "leaky_relu_1_qi16_0", |
| 105 | "leaky_relu_14x19_qi8_0", |
| 106 | "leaky_relu_13x21x3_qu8_0", |
| 107 | "leaky_relu_1x4x8x19_qi16_0" |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 108 | ], |
| 109 | "profile": [ |
| 110 | "tosa-bi", |
| 111 | "tosa-mi" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 112 | ] |
| 113 | }, |
| 114 | "logistic": { |
| 115 | "alternate_names": [ |
| 116 | "sigmoid" |
| 117 | ], |
| 118 | "tests": [ |
| 119 | "logistic_13x21x3_qu8", |
| 120 | "logistic_1x8x4x17_qi8", |
| 121 | "logistic_64_qi16" |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 122 | ], |
| 123 | "profile": [ |
| 124 | "tosa-bi", |
| 125 | "tosa-mi" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 126 | ] |
| 127 | }, |
| 128 | "max_pool_2d": { |
| 129 | "alternate_names": [ |
| 130 | "max_pool2d" |
| 131 | ], |
| 132 | "tests": [ |
| 133 | "max_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11", |
| 134 | "max_pool_2d_1x4x4x4_qu8_st22_padVALID_kern22", |
| 135 | "max_pool_2d_1x4x8x19_qu8_st21_padVALID_kern22", |
| 136 | "max_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21", |
| 137 | "max_pool_2d_1x32x32x8_qi8_st12_padVALID_kern22" |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 138 | ], |
| 139 | "profile": [ |
| 140 | "tosa-bi", |
| 141 | "tosa-mi" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 142 | ] |
| 143 | }, |
| 144 | "minimum": { |
| 145 | "alternate_names": [ |
| 146 | "min" |
| 147 | ], |
| 148 | "tests": [ |
| 149 | "minimum_1x4x4x4_i32", |
| 150 | "minimum_64_i32" |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 151 | ], |
| 152 | "profile": [ |
| 153 | "tosa-bi", |
| 154 | "tosa-mi" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 155 | ] |
| 156 | }, |
| 157 | "mul": { |
| 158 | "tests": [ |
| 159 | "mul_13x21x3_qi16", |
| 160 | "mul_1x4x8x19_qu8" |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 161 | ], |
| 162 | "profile": [ |
| 163 | "tosa-bi", |
| 164 | "tosa-mi" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 165 | ] |
| 166 | }, |
| 167 | "pack": { |
| 168 | "alternate_names": [ |
| 169 | "stack" |
| 170 | ], |
| 171 | "tests": [ |
| 172 | "pack_13x21x3_i32_axis0", |
| 173 | "pack_14x19_i32_axis1", |
| 174 | "pack_1x7x7x9_i32_axis2", |
| 175 | "pack_1x8x4x17_i32_axis4" |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 176 | ], |
| 177 | "profile": [ |
| 178 | "tosa-bi", |
| 179 | "tosa-mi" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 180 | ] |
| 181 | }, |
| 182 | "reshape": { |
| 183 | "tests": [ |
| 184 | "reshape_14x19_i32_rank1", |
| 185 | "reshape_13x21x3_i32_rank3", |
| 186 | "reshape_1x32x32x8_i32_rank2" |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 187 | ], |
| 188 | "profile": [ |
| 189 | "tosa-bi", |
| 190 | "tosa-mi" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 191 | ] |
| 192 | }, |
| 193 | "resize_bilinear": { |
Jeremy Johnson | e81b2ba | 2023-03-13 12:21:22 +0000 | [diff] [blame] | 194 | "alternate_names": [ |
| 195 | "resize" |
| 196 | ], |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 197 | "tests": [ |
Jeremy Johnson | e81b2ba | 2023-03-13 12:21:22 +0000 | [diff] [blame] | 198 | "resize_bilinear_1x32x32x8_qi16_bilinear_align0_half1_scale3", |
| 199 | "resize_bilinear_1x4x4x4_qi8_bilinear_align1_half0_scale1" |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 200 | ], |
| 201 | "profile": [ |
| 202 | "tosa-bi", |
| 203 | "tosa-mi" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 204 | ] |
| 205 | }, |
| 206 | "resize_nearest_neighbor": { |
| 207 | "alternate_names": [ |
Jeremy Johnson | e81b2ba | 2023-03-13 12:21:22 +0000 | [diff] [blame] | 208 | "resize" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 209 | ], |
| 210 | "tests": [ |
Jeremy Johnson | e81b2ba | 2023-03-13 12:21:22 +0000 | [diff] [blame] | 211 | "resize_nearest_neighbor_1x4x8x19_qu8_nearest_align0_half1_scale2", |
| 212 | "resize_nearest_neighbor_1x8x4x17_qi8_nearest_align0_half0_scale3" |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 213 | ], |
| 214 | "profile": [ |
| 215 | "tosa-bi", |
| 216 | "tosa-mi" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 217 | ] |
| 218 | }, |
| 219 | "softmax": { |
| 220 | "tests": [ |
| 221 | "softmax_1_qi8", |
| 222 | "softmax_14x19_qi16", |
| 223 | "softmax_1x32x32x8_qu8" |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 224 | ], |
| 225 | "profile": [ |
| 226 | "tosa-bi", |
| 227 | "tosa-mi" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 228 | ] |
| 229 | }, |
| 230 | "split": { |
| 231 | "tests": [ |
Jeremy Johnson | e81b2ba | 2023-03-13 12:21:22 +0000 | [diff] [blame] | 232 | "split_3x1x1x7_i32_splitv_axis0", |
Jeremy Johnson | 6013685 | 2023-02-09 12:16:14 +0000 | [diff] [blame] | 233 | "split_13x21x3_i32_split3_axis1", |
| 234 | "split_1x4x8x19_i32_splitv_axis2", |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 235 | "split_64_i32_split2_axis0" |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 236 | ], |
| 237 | "profile": [ |
| 238 | "tosa-bi", |
| 239 | "tosa-mi" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 240 | ] |
| 241 | }, |
| 242 | "strided_slice": { |
| 243 | "tests": [ |
| 244 | "strided_slice_13x21x3_i32_perm0", |
| 245 | "strided_slice_14x19_i32_perm1", |
| 246 | "strided_slice_64_i32_perm3" |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 247 | ], |
| 248 | "profile": [ |
| 249 | "tosa-bi", |
| 250 | "tosa-mi" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 251 | ] |
| 252 | }, |
| 253 | "tanh": { |
| 254 | "tests": [ |
| 255 | "tanh_13x21x3_qu8", |
| 256 | "tanh_14x19_qi8", |
| 257 | "tanh_1x8x4x17_qi16" |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 258 | ], |
| 259 | "profile": [ |
| 260 | "tosa-bi", |
| 261 | "tosa-mi" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 262 | ] |
| 263 | } |
| 264 | } |